Links 5/10/26

Links for you. Science:

I Was Treated for Tuberculosis While Millions Were Robbed of Care
Cocaine Pollution Seems to Make Salmon Swim Farther Than Usual. Scientists Don’t Know the Long-Term Consequences
‘Why is publishing so expensive?’
The Destroyed Remnants of a Lost World Are Falling to Earth, Scientists Discover
Doctor, wife of acting U.S. attorney general, appointed to NIH advisory council
Trump fires all 24 members of the U.S. National Science Foundation’s governing body
A new way to stop global spread of pathogen once linked to Ireland’s Great Famine

Other:

It Is 2006… It is 2026…
Transit, school decisions are putting DC students in danger
D.C. child care workers got life-changing raises. Now they may be cut.
Trump’s Losing Streak Takes a Truly Humiliating Turn
The Trouble with Trump’s Bunker and Ballroom
Walking near a D.C. school raises the chance of being hit by a car, data shows
A Bad Look: Eight years ago, I argued the White House Correspondents’ Dinner should end. The years since have only made the case stronger. And Saturday wasn’t even the worst part.
Do Not Authorize The F@cking Ballroom. A message to frontline Democrats.
‘I was left unprotected’: Star golfer accuses school administrators of failing to remedy harassment from male teammates
Hegseth’s Useful Tool: Gen. Christopher LaNeve, the new chief of staff of the U.S. Army, has enjoyed a spectacular rise from obscurity, often at the expense of more popular generals that Pete Hegseth has purged—fueling suspicions that he’s become a proxy in Hegseth’s feuds and an active participant in his “slow-motion coup.”
A town of 7,000 planned so many data centers, it’s like adding 51 Walmarts
It’s time to fire Kash Patel
Making Sense of the Iran War
Originalist Judges Are Spitting On the Constitution and Think You Won’t Notice
HORRORS OF ZORRO: First claims of men being gang raped at Epstein’s Zorro ranch revealed in bombshell doc – amid probe over ‘buried girls’
Kick Him Right In the Ballroom
Elite impunity has fueled the fantasy that catastrophes are for other people.
A MODEST PROPOSAL: THE NEW YORK TIMES SHOULD FACT-CHECK ITS FOCUS GROUPS
Cultifying the U.S. Military
Tim Heidecker and Onion Chief Ben Collins on Their Infowars Takeover — and Bringing Down Alex Jones: “The Final Gasps of a Beached Whale”
Is the Justice Department lying about Saturday’s “shooting”?
‘The Apprentice’ Shows Donald Trump Morphing From Man to Cartoon
The Only Thing Americans Care About
Data Centers Reveal America’s Economic Development Brain Rot
Georgetown Law’s Finest
Mood in Russia turns bleak as war in Ukraine drags on and economy suffers
MAGA’s Strange Quiet After the Shooting
The hardest-working staff at the airport? These two good boys.
At Least The War Is Over
Pennsylvania Race Pits Corporate Defender Against Union Organizer. Ryan Crosswell is running to represent Pennsylvania’s Seventh District after a career helping bosses fight their workers.

In Case You Missed It…

…a week of Mad Biologist posts:

Democratic House Candidate Jack Schlossberg Says Lazy and Ignorant Things About D.C. Statehood

Well, Vinay Prasad Was Wrong About the Moderna mRNA Flu Vaccine

A Better Week for D.C. on the Crime Front

USA sectoral shift fact of the day

Healthcare and Social Assistance have added nearly 1.8 million private-sector jobs in the US since the end of 2023 while all of other industries combined have lost 127,800 jobs.

Here is the source (Charlie Bilello) and a graph.  In relative terms, is this good or bad for men?

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f/e 2026-05-10

Two weeks of notes, in the middle of which I went to Glasgow for three nights and then Edinburgh for the same. A “holiday”. I was lucky with the weather and had a good time.

I was touristing with my friend J, from Germany, and despite having seen very little of each other over the past 30+ years, we got on fine, saw several sights, drank nice coffees, and ate nice foods. Neither of us had been to Glasgow before, and there:

  • We did the Sightseeing Bus one day which does make you (me) feel like a complete dork, when you’re looking out at locals from the open top deck while a tour guide explains buildings to you, but is also a really good way to get a good overview of a place, as well as “hop-off”, see a sight, and “hop-on”, until you’ve completed a loop.
  • We went to the Riverside Museum which is full of many, many old vehicles of all kinds, from a Sinclair C5 and skateboards, through many intricate model ships, up to a fire engine, steam engines, and subway cars. The building’s quite nice – by Zaha Hadid Architects – although we noticed the standard feature of specialized, bespoke roofs: damp patches on the ceilings.
  • We also popped into the huge and impressive Kelvingrove Art Gallery and Museum but only stayed long enough to look at the French and Dutch paintings.
  • We went to three good secondhand bookshops, all very close: Voltair & Rousseau, Thistle Books (Instagram), and Caledonia Books.
  • We went to some nice cafes/coffeeshops: Ottoman Coffeehouse (impressive interior, fancy coffees), Offshore (lovely bright corner spot near the bookshops), Willow Grove (friendly little place), The Spitfire Cafe on High Street (light, nice breakfast, dubious theme to take a German to), Through the House (minimal, modern, nice), Rose & Grants (Instagram) (good breakfast).
A photo of a slice of toast with feta, spinach, and hollandaise sauce on top, topped with pea shoots.
Breakfast at Rose & Grants, Glasgow

We left plenty of sights unseen. We stayed at the Premier Inn on St Enoch Square which was fine if typically characterless, although the square itself was a bit of an adventure of an evening… I imagine it’ll get “cleaned up”, for better or worse, when they redevelop the adjoining shopping centre soon.

Then off to Edinburgh where I stayed with my sister in Leith, not far from the awesome bright yellow offshore wind turbine foundations that – I assume arrive there before being taken out to their resting place. In Edinburgh:

  • I went in Armchair Books, Edinburgh Books (which seems to have a great built-in sound system of big cabinet speakers, playing classical), and Tills Bookshop.
  • We went for a 10.6km walk in the Pentlands, where we could have been more lucky with the weather – no views through the grey back to the city.
  • We had a tour of Edinburgh College of Art, where my sister works, which is preparing for the annual grad show, so lots of bare rooms ready for exhibition, and great views up to the castle. Art colleges are the best.
  • More good coffee and food at The Walnut (a lovely dinner), The Haven Cafe (Instagram) (great breakfast, as ever), Cult Coffee (cosy cavernous place), Ante (cool coffees and pastries).
  • I went round to T’s for coffee and chat, and met A for the same just before I headed home.
A photo looking over some still water at several tall yellow tripods and cylinders, reflecting in the water under a cloudy sky. They're several stories tall.
Wind turbine foundations

All-in-all, very good. I’m glad to have visited Glasgow for the first time; very different to Edinburgh, both with the pros and cons. I could have had longer in both but I was pretty knackered by the end and ready to come home.

I felt a bit dazed for the first couple of days back home, after nearly a week of being constantly around other people. Decompressing. Then a day or two of being really pretty down for – amazingly – the first time in three or so weeks, followed by a bit of being furious at myself and the world for all the usual vague reasons. As I write, I’m back to an even keel.


§ I made a little progress on destroying the broken concrete pond just before I went away but haven’t yet continued, thanks to an aching shoulder and neck incurred on the first night away in an unfamiliar bed, which has not yet quite eased up.


§ This week I actually went to a gig! In Hereford! In desperately googling for things that might interest me in this county I came across this series of monthly gigs which looked like it might be interesting. Always hard to tell with things like that, and I would not have said “psych/wyrd folk” is necessarily my cup of tea, but worth a try.

So I went along this month and saw Alex Rex who was good and funny and bleak, supported by George Nash whose percussive guitar playing was very impressive (although I don’t really get “storytelling” as it applies to instrumental music). There were less than 20 people there in a small room, but I’ll be going back to try out more.


§ Rouvy, which I use for cycling on a bike trainer at home, got bought by Zwift and despite the inevitable “nothing will change” protestations from Rouvy, has me (and the folks on r/Rouvy) apprehensive about the future. I love Rouvy’s “real” videos of cycle routes compared to Zwift’s computer graphics, and I hope those won’t disappear…


§ A photo looking out through a window at Edinburgh Castle up on its cliffs under an almost clear sky. In front of and below the window are several white rectangular boxes, plinths and platforms.
Edinburgh Castle from Edinburgh College of Art

§ In an effort to extend our WiFi more reliably to the other side of the house we got a UniFi Express 7 on the basis that (a) it might provide better WiFi than our Huawei 4G modem does, (b) it will give us a clearer idea of how strong/weak the WiFi is around the house, and (c) if we want to extend it, we can buy another of the same – further units can behave as mesh endpoints connected to the original one as a router.

Other options include ethernet cables (I do not want to cable the house), or powerline networking (I’m sceptical our power sockets etc will make this any better than wireless).

After a false start at the first attempt, today I got it all set up and working, with some help – after exhausting google and reddit – from Professor C.G.P. Tee. It turns out that even if I enable Bridge Mode on the modem, Three are still “using carrier-grade NAT (CGNAT)” upstream so there’s no simple escape from being “double NATed”. Which, as I understand it (I don’t), isn’t really a problem for our needs, so I’ve disabled Bridge Mode on the modem (but kept its WiFi turned off) as the simplest, least troublesome solution for now.

My first job was as a sysadmin, responsible for the company’s computer network etc. and I did not know anything about networking then. Very little has changed over the past three decades. But I do now have access to UniFi’s very nice and very complicated control panels to reinforce just how little I understand.


§ In Glasgow, J and I saw Rose of Nevada (2025, Mark Jenkin) at the nice Glasgow Film Theatre. It was good, interesting, slightly spooky.

And at home Mary and I watched Wake Up Dead Man (2025, Rian Johnson) which, like all Benoit Blanc mysteries, suffered because it includes the character Benoit Blanc. I was enjoying the ride up until he appeared and then proceedings dragged every time he was on screen, as if it was time itself slowing down that caused the movie to extend to an unjustifiable 1 hr 25 min.


§ Many things to be doing over the next couple of weeks for which I am bracing myself.


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ESA and JAXA finalize agreement on Apophis asteroid mission

ESA and JAXA have finalized an agreement to collaborate on a mission to study the asteroid Apophis during its close flyby of Earth in 2029.

MDA Space continues work on Gateway robotic arm

MDA Space is continuing work on a robotic arm for the lunar Gateway while it discusses the future of the project with the Canadian Space Agency.

Sunday assorted links

1. What should be our Bayesian priors on von Neumann probes?

2. AI book mirrors.

3. Why power in Spain is so cheap.

4. The comments on Mick West here are pretty tough.  We still do not know what it is, and yes the national security people have pondered these questions in advance.  Most broadly, trust people who are in “explorer mode,” not debunker mode.  Debunker mode is tempting, because you often end up right, and feeling good about yourself, but it also means you miss big discoveries when they come along.

5. More on the cell phone ban study.

6. Technological breakthroughs and the progress of science.  The early papers based on digital computing techniques did very, very well, at least on average.

7. Germany’s deer calling championship.

8. 2019 appreciation of Genoa.

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Ribbonfarm Resurrected

I’ve mentioned this project in passing a couple of times in recent posts, and some of you have been following my updates in the chat section, but it’s time for an official launch.

My old WordPress blog, Ribbonfarm, which I retired in 2024, has now been thoroughly reimagined, rearchitected, and rebuilt as an archival, static museum site.

I may as well be the first to make the obvious joke. It’s now a mummy blog.

This project has been occupying about half my vibe-coding time for almost four months now.

Whether you’re only started reading me recently, and are hearing of Ribbonfarm for the first time, or have been reading me for long enough that you think you are already familiar with the old blog and its long shadow, I have lots to show you.

If you’re completely unfamiliar with Ribbonfarm, the opening orientation blurb on the front page should get you oriented and on your way to making sense of it.

For long time readers who are still here with me on Contraptions (or who thought I was dead and got this post forwarded to them): If you just visit the site through a search hit or a bookmarked post, you probably won’t notice anything different besides a cleaned up visual feel, and subtle signs that suggest it’s no longer a standard WordPress blog.

It is not. It is now a bespoke static site, ridiculously over-scaffolded with AI affordances lurking in the margins and menus. It took less than a couple of hundred dollars in tokens to build, and provided me with a lot of fun over several months.

It has already more than paid for itself, since it is essentially free to host in its current form, and I was paying ~$1500/year in hosting fees to host it as a live WPEngine WordPress site (even post-retirement, it remained high-traffic enough it needed high-end hosting to be hassle free). Big debt of gratitude to the WordPress ecosystem for serving me so well for so long though.

The decision to keep the basic surface appearance the same was partly pragmatic (obviously, old link structures had to be preserved) and partly aesthetic. It’s fun to engineer an uncanny experience where the surface feels familiar, but something tells you an alien logic has taken over the innards.

Meet vgr_zirp

Not to bury the lede, the most alien piece of all is the curator of this museum-grade mummy blog, a digital ghost of myself, an archival self called vgr_zirp.

This is a chatbot backed by a fully digested set of source corpora — ribbonfarm itself, my full twitter archives (@vgr), my non ribbonfarm books from the era (Tempo, Be Slightly Evil, Art of Gig), and a complete bibliography of every book or essay ever mentioned on the blog, either by me, guest authors, or commenters.

If you’re interested in the technical details, it’s a RAG agent, backed by several vector embeddings, based on a modified version of the Aaron Mars’ soul document approach to generating personas, exposed as both a limited-turn chatbot and an MCP.

I was initially considering a fine-tuning approach (which would have involved training an agent to talk/write like me), but quickly realized that a RAG agent (which talks more generically, but in more on-point ways, on the basis of explicit content retrieval) would actually behave in a more interesting and useful way. Full details here.

Go ahead, try it out. I’m going to be slowly improving it as I understand the tech better. There are a couple of rate-limiters and circuit-breakers in place since I have to pay for API usage to host the bot and MCP, but it should be usably available most of the time, so long as there aren’t random traffic spikes.

Building this agent was a surprisingly trivial last step after I had done all the pre-work of processing all the content into multiple suitable AI-digested forms. But that digestion work required learning to use (via Claude Code of course), many non-trivial, non-retail AI tools, such as Voyage.ai for generating embeddings, Pinecone for hosting the vectors, the Claude API for tagging, clustering, and lexicon-mining, and so on. Merging and weight-balancing multiple source corpora also took some effort and still isn’t perfect. For a while it was way over-weighting twitter archives because that data is both voluminous and chunked up in ways that semantic search hits it more.

It is more than an anthropomorphic, narcissistic UI though. I’ve myself found it useful to talk to, to access tendencies of thought I’ve personally outgrown, but which haven’t outlived their usefulness.

As the name vgr_zirp suggests, this bot is meant to embody, and own, a ZIRPy outlook on life, the universe, and everything (ZIRP stands for zero interest rate policy, for those who don’t follow macroeconomics memes). It was (a significant early contributor to Ribbonfarm) who inspired this name with what is probably one of the best tweets ever.

I hope my naming convention catches on. If you have enough material from the 2010s to make your own soul-bot, I suggest naming it <your_handle>_zirp. Maybe it can be the horse_ebooks pattern of the early AI era.

For people who don’t like my more recent Act 2 tendencies of thought and style of writing, chatting with vgr_zirp might even be more interesting and valuable than talking to me live. I’ve seen at least a few people complain on X that my new writing sucks. Well, vgr_zirp is the best I can offer you now.

Documenting the Scene

The first 4 years of Ribbonfarm, it was just me blogging alone, and occasionally exchanging emails with readers. Starting in 2011 though, when I went on a cross-country road trip, moving from DC to Vegas, on a sort of budget book trip to promote my book Tempo, I began meeting readers regularly in person, and perhaps more importantly, they began meeting each other. And I started accepting guest posts.

A series of particularly well-attended meetups 2011 coalesced into Refactor Camp, and a couple of “Refactorings” Facebook groups that were, for several years, extremely active, and for many of the members, their main online hangout.

This is what people began to refer to as the “Ribbonfarm scene.” It grew somewhat by accident, and began to wind down after the last Refactor Camp in 2019, largely due to my own sharply declining social energy. I mostly do 1:1 coffee meetups these days.

You can explore the history of the decade-long scene and the blog on the new history page and the Refactor Camp page.

People who were part of the scene, do share any suggestions on how to improve these pages. If you have any interesting material to contribute, like better photos from Refactor Camp, feel free to send them over.

If you were a reader, but never part of the scene, you might enjoy this peek into it. If you’re too young to have been part of the scene, hopefully these pages will give you a sense of what the blogosphere was like back in the day.

X-Raying the Ideas

Looking back, and exploring the archives with the new tools (you can find these under the Explore menu on the home page, and there is also a proper semantic search), I’m struck by the extent to which the scene was both a product of its times, and of way more minds than I thought.

There were 60 contributors over 17 years. And while I was the most active contributor (875 of the 1116 posts), followed by Sarah Perry (45 posts), a great many less frequent contributors, such as Brian Skinner and Artem Litvinovich, had viral hits that disproportionately shaped the perception and influence of the blog.

It wasn’t easy to empirically assess the external impact beyond the scene’s insiders (many signal sources are now dead or too diffuse), 4 of the top 10 posts in the viral hits list are not by me. Right now, this list mainly relies on Hacker News and Reddit statistics, but many influential posts went viral via other pathways that aren’t captured. I’m pretty proud of this statistic. Posts that landed on Slashdot, HN and Reddit now have footer sessions linking to those discussions.

The new tools also allow you to explore the comments more thoroughly for the first time, and I feel some regret about not curating that better when the site was active. There is a lot of fascinating thinking in the comments, which has now been surfaced by an AI-driven quality-scoring algorithm that I think has done a surprisingly good job. The Top Comments page now makes for fascinating browsing.

Belatedly, I have to thank the commenting community (over 5000, contributing over 13k comments) for all the less visible thought and effort they put into making the blog what it was.

It’s already a bit passe to talk about the inside baseball of how you used Claude Code for a project, but for those of you interested in that, I had Claude keep a detailed Dev Log going throughout the project.

It’s not over yet. There are a few more major things I want to do, to turn it into a true mummy blog, future-proofed and preserved for all eternity, complete with a curse for whoever reads it. But it’s pretty close already.

Unlocking Act Two

When I wrote my Archival Selves post a few weeks ago, I didn’t think I’d literally have one up and running by now. As with every other AI project, things move far faster than you expect, by orders of magnitude.

That old meme I used to share as an excuse for procrastinating now needs to be flipped. My problem is now probably that I have to shut down my dev environment in order to get myself out of execution paralysis. AI has completely solved the problem of setting up at least digital dev environments.

One of my more popular posts from Ribbonfarm was The Key to Act Two. Finishing this project and setting up my archival vgr_zirp self feels like more than a project finished to my satisfaction. It feels a bit cathartic.

Externalizing and animating a whole long chapter of my life has created an odd sort of distance from it, and also a sense of increased freedom around things I’m doing now. You could say archiving my Act 1 self has unlocked my Act 2 self, which had been carrying baggage around. That baggage has now become pseudo-sentient and can take care of itself without me having to worry about it. It can even be my friend now, instead of a nagging to-do list.

The whole experience got me thinking about how AI has given us a new way of relating to ourselves, as a sequence of regenerated selves, like Doctor Who. I had a series going on Ribbonfarm called Regenerations, but creating an archival self is a real regeneration at some level, not a metaphoric one. Comparable to older phenomena like social death or being canceled, but positive. I highly recommend it.

I suspect I’m going to be using the vgr_zirp bot and MCP regularly from now on, to consult my archival self about ongoing projects for my current live self. If you end up using them regularly too, drop me a line about how and why.

I’m now tagging this project maintenance mode, but if you have good ideas about how to improve it, or spot serious bugs and issues, let me know.

Fighting Tool Sprawl: The Case for AI Tool Registries

As enterprise AI agent adoption scales, the absence of centralized, organization-level tool infrastructure is producing compounding costs. When adoption is built around optimizing for deployment speed, enterprises expose themselves to a combination of risks: duplicated engineering effort, security exposure, and operational opacity.

Every enterprise needs its own shared tool registry, one that reflects its specific regulatory environment, security posture, and operational conventions. To be clear, this is not an argument for a public package manager, something like npm, PyPI, or Maven. The infrastructure each enterprise needs is internal; scoped to its own teams, its own data, its own policies, its own domain. Trying to expand the scope beyond the confines of individual organizations would be premature standardization in a fast-moving, nascent space.

A shared enterprise tool registry is not an optimization or a nice-to-have. It is foundational infrastructure as agent deployments scale beyond early experiments. The case for it rests on two pillars: reducing coordination cost and enabling risk management, both for the humans building with agents and for the agents themselves.

AI agents depend on tools that retrieve data, write records, trigger workflows, and call external APIs. According to McKinsey, in most large organizations these tools are built by individual teams in an ad hoc fashion: undocumented, ungoverned, and invisible to the rest of the organization. This pattern is familiar to most engineering leaders, and the fragmentation it creates compounds with every new agent deployment. Teams rebuild what already exists elsewhere, security reviews miss tools that were never registered, and when something breaks, no one has a complete picture of what is running or why.

A coordination failure at infrastructure scale

The software industry solved an analogous problem decades ago with package managers. Centralized registries gave teams a way to discover, depend on, and govern shared code. The learning was clear: preventing duplication and inconsistency is an infrastructure problem, not a discipline problem.

The agent era presents the same problem in a new domain. When Kong launched its enterprise MCP Registry in February 2026, they explicitly called out the problems of manual MCP configuration, hardcoded and managed tool isolation across teams, fragmented integrations, and limited organization visibility.

Fragmented tool development is not a consequence of poor engineering practice. Rather, it is the predictable outcome of asking teams to solve an infrastructure problem at the application layer.

The visibility problem

Gravitee’s ”The State of AI Agent Security 2026” survey quantifies what happens when agent tooling is invisible to the people responsible for securing it. The survey found that only 14.4% of teams with agents beyond the planning phase have full security approval, and 88% of organizations had an agent-related security incident this year. Bad practices like shared API keys are endemic, with only 22% of organizations treating agents as independent identities. This governance gap transforms agents from productivity boosters into high-velocity liabilities capable of executing unauthorized actions or leaking sensitive data before a human can even intervene.

The story is clear: adoption is outpacing governance, and in a race for speed old lessons are having to be retaught. The majority of deployed agents (and the MCP servers powering them!) are operating without any security sign-off. This is not primarily a resourcing failure, and it is not something a registry alone solves. Security teams cannot review what they cannot discover, and without a registry, discovery is manual, incomplete, and stale. A registry does not make tools inherently secure; rather, it makes security work possible by ensuring tools exist not as transitory, ad hoc shims, but rather as inventoried artifacts that audits and policy can attach to.

It is worth revisiting public package managers here. These registries have not been able to eliminate a number of security problems, issues such as typosquatting, malicious packages, and dependency confusion, showing clearly that centralization alone is not a security solution. But they also show the converse: a registry is a precondition for security. Numerous community responses to breaches in these ecosystems demonstrate the power centralization provides. Centralization does not guarantee security, but decentralization forfeits the means to coordinate it.

Governance requires shared context

The default posture in most agent deployments is permissive: tools are available unless explicitly blocked. AgilityFeat’s analysis of enterprise AI guardrails identifies the structural risk this creates, since an architecture not built on deny-by-default increases risk and creates upkeep costs.

Allow-by-default, replicated across dozens of independent agent deployments, produces an attack surface that scales with adoption. Inverting this requires a coordination point, a shared, organization-wide context. The registry itself isn’t a governance layer, but it is what makes governance possible. When every tool an agent can use is registered with ownership, version, and review status, the governance layer has something concrete to enforce against. Without that context, policy has to be reimplemented by every consuming team, and consistency becomes impossible.

Frontegg’s framework for AI agent governance describes what that policy layer looks like operationally: agent actions mapped to explicit, granular guardrails that define the operational boundaries for what any agent can attempt or execute. These guardrails live outside the registry, but they depend on it. A guardrail that references a tool the security team has never heard of cannot be written in the first place.

What a production-grade tool catalog requires

A mature enterprise tool registry has two core functions, discovery and versioning, and serves as the foundation for two others: certification metadata and access control. Think of it as an Internal Developer Portal (IDP) built for the agent era, solving the same coordination problem that IDPs solved for service teams but one layer up.

Discovery allows any team building an agent to search for existing tools before writing new ones. With ownership metadata, version history, and usage metrics centralized, duplication is reduced not through mandate but through reduced friction. A well-designed catalog goes further than a flat list: tools should be grouped hierarchically by functional domain so that both humans and agents can find relevant capabilities quickly.

Versioning closes a gap that neither discovery nor access controls address: When agent behavior changes, why did it change? A tool registry that tracks versions gives enterprises the visibility to answer that question. Was it the model? A tool prompt update? An underlying API change? Without proper versioning, finding the answer goes from a simple diff comparison to a time-consuming, manual investigation.

Certification status (things like security approval, API contract validation, PII handling checks) is metadata that the registry surfaces, not a boundary that the registry itself enforces. The actual review work happens through the security organization’s existing tooling. The registry’s contribution is making the result of that review visible at the moment a team is deciding whether to adopt a tool, ensuring the review actually informs the decision it was meant to inform.

Access control works the same way. A policy layer enforces authorization scoped to agent identity, team, environment, and action type, reading from the registry to know what tools exist and who owns them. The registry’s centralization lets access control be applied consistently, rather than forcing each team to come up with something bespoke.

None of this is achievable when each team maintains its own isolated tooling stack. Platform teams already understand why IDPs exist. The value of the paradigm in the agent context is no different.

The compounding cost of inaction

The cost of inaction is direct, not merely operational and security-related. Without a searchable, well-organized catalog of tools, teams continually reinvent the wheel, since it is easier to generate a tool than to find one that already exists. Duplication means redundancy and technical debt. A registry, by making tools discoverable and reusable, converts that redundant spend into capacity for actual work.

For platform engineering teams, the trajectory is clear. Agent adoption is increasing, tool duplication is increasing with it, and the shims that worked at small scale will not hold as the number of agents and tools grows. The security exposure documented in the Gravitee survey will widen, not narrow, without structural intervention.

The organizations that build centralized tool infrastructure now will be able to onboard new agents quickly, govern them consistently, and audit them when something goes wrong. Those that defer will rediscover, the hard way, what platform teams learned a decade ago: coordination problems do not resolve themselves at the application layer. They compound there.

The Week Observed: May 8, 2026

What City Observatory Did This Week

Contrary to ODOT claims, Oregon is driving in the wrong direction to acheive its adopted climate goals. Oregon’s Statewide Transportation Strategy (STS) targets a 20% per capita reduction in vehicle miles traveled (VMT) by 2050, yet current data shows the state is moving in the wrong direction. While ODOT claims a 9 percent VMT/capita decline since 1990, nearly all those gains occurred before the STS was adopted in 2013–meaning we’ve made no progress since then.

Annualized Rate of Change in Per Capita VMT, Oregon

Period Duration Years Growth Rate
Since STS 11 Years 2013-2024 0.0%
Since before Covid 5 Years 2019-2024 0.5%
Latest 2 years 2022-2024 0.7%
To meet STS Goal 26 Years 2024-2050 -0.6%

 

In reality, per capita driving has increased by 0.5% annually since 2019. ODOT is ignoring this trend and planning to accelerate driving in the years ahead by spending billions on highway expansions that assume a 25% increase in total driving—directly contradicting state climate laws. By relying on outdated baselines, the agency obscures a critical reality: transportation emissions are rising, not falling.

  • Up is not down; You can’t take credit for things that happened before you even adopted your climate plan
  • State climate plans count on Oregon reducing driving per capita 20 percent statewide by 2050
  • In fact, ODOTs own data shows that over the past five years (2019-2024) per capita driving has increased at an annual rate of about 0.5 percent per year.
  • All the decline in driving from 1990 levels happened more than a decade ago
  • At the current rate of change Oregon will never achieve its VMT reduction goal
  • Bottom line:  Oregon transportation greenhouse gases are increasing, not decreasing.  ODOT’s climate plans are failing and the agency is simply in denial.

Two bad years for two big firms. Some business groups would like to claim that a recent drop in Portland employment can be blamed on a “bad busienss climate.”  The real explanation is closer to home.  Two of the area’s leading employers, INtel and Nike, have both had their two worst years in more than two decades.  Their job losses–due to idiosyncratic business problems, not local public policies, explain most or all of Portland’s perceived economic weakness.

It is a statistical fact, according to the Oregon Department of Employment, metro Portland ended 2025 with about 8,800 fewer jobs than it started.  To some, that’s a symptom of a failing economy and justification for radical changes to local and state policies.  In 2024 and 2025, Portland’s two marquee firms had their worst years in several decades,. Is it any wonder Portland’s growth lagged the nation’s during those years?

Business groups want to blame public policies for recent job declines, but a much bigger factor is competitive failures by Nike and Intel. Both companies announced layoffs:  Nike 740 layoffs and Intel 4,500.  Together,  these announced layoffs equal a majority of Portland’s 8,800 job losses in 2025.

What’s more,  when big firms like Nike and Intel lay off people, economists expect those to cause additional layoffs in the broader economy–enough to have accounted for more than the net decline in employment in Portland in 2025.  The claimed multipliers in Nike- and Intel-commissioned “Economic Impact Statements” imply the two firms’ layoffs should have cost the local economy more than 20,000 jobs.  The region has lost barely a third of that many jobs. In other words, while struggles at Nike and Intel created challenges for the area’s job picture, job growth at other area enterprises offset much, if not all, of the economic fallout from Nike and Intel’s layoffs..

There’s an old saying:  a crisis is a terrible thing to waste.  The region’s businesses are trying to turn the miscalculation and business missteps by Intel and Nike into a cudgel, shifting the blame away from the firms’ responsibility for region’s  job losses, to fashion a tool to extract policy concessions from the public including a reduction of business taxes. The fate of individual companies is always more volatile than the overall economy:  while Intel has struggled for most of the past five years, it has come roaring back in the past month–even as Nike still lags–but no one should confuse the fluctuating fates of specific firms for the underlying strength of the state in which they are located.

How’s Oregon’s economy doing?  The state’s economic forecast weighs in with generally positive news.  Carl Riccadonna lead Oregon’s Office of Economic Analysis, charged with forecasting the state economy and preparing state revenue forecasts.  He  summarized the condition and outlook for the Oregon economy in a recent media interview.  Here are the key points he made:

  • Recent Growth Rebound: Despite lagging behind the national economy post-pandemic and struggling through a “lousy” first half of 2025 due to trade and tariff challenges, Oregon rebounded in Q3 and Q4, growing faster than the national trend.

  • Economic Diversification: Oregon’s shift from legacy industries (timber, agriculture) into semiconductors and service industries has stabilized the economy, linking its success more closely to national performance.

  • Recession Sentiment vs. Reality: While many Oregonians feel like the state is in a recession due to slowing growth and sputtering job markets, the state does not currently meet the technical criteria for one.

  • Income and Inflation: Although gasoline prices have caused a recent inflation spike, personal income growth in Oregon has generally outpaced inflation during the post-pandemic period.

  • Revenue Resilience: State revenue streams—including personal and corporate income taxes, estate taxes, and lottery revenue—remain strong and do not reflect recessionary patterns.

Must Read

Don’t call it Freedom.  Mathew Lewis has a great substack essay on why, if we really allowed markets to work their magic, we’d have vastly more dense, walkable, interesting cities.  He challenges the claim that American’s somehow willingly chose sprawl, and that auto dependence is a revealed preference, shaped by market forces.

Start with a basic question. If Americans truly prefer car-dependent suburbia above all other ways of living, why is it illegal to build almost anything else? If you want to know what people actually want, look at what they pay for. And what Americans are paying for is the thing we made illegal: Walkable neighborhoods. Because that is the actual situation. In most American cities, on roughly seventy-five percent of all residential land, it is against the law to build a duplex, a corner store, a small apartment building, or anything denser than a single detached house on a large lot.

A decade ago, City Observatory published Robert Liberty’s insightful “My illegal neighborhood,” showing that his dense, mixed use, walkable Northwest Portland neighborhood was both the city’s most valuable residential area, and flatly illegal to build under current laws.  The continued high price of dense interesting urban places is a signal that there’s unrequited demand for this kind of neighborhood, largely blocked by zoning and related development restrictions.  We would do well to recognize this latent demand, and adjust our policies to allow more of what people want.

The Iran War’s run up in gas prices is punishing exurban real estate.  John Burns Consulting has a timely analysis of how the nearly 50 percent increase in gas prices triggered by the Iran War has already impacted US residential real estate sales.  The recent spike in fuel prices—now exceeding $4.40 per gallon—is exposing a key  liability of exurban sprawl. The housing industry’s long-standing “drive-till-you-qualify” model is hitting a wall as transportation costs erase mortgage savings.

  • The Commute Gap: Burns reports that Census data show that owners of new construction (built since 2020) commute 12% longer than the average homeowner. In markets like Stockton, Greeley, and Dallas, new homes are clustered on the extreme fringe where land is cheap but travel is mandatory.

  • The Affordability Illusion: While some white-collar “move-up” buyers may be able to buffer higher gas prices with work-at-home, entry-level buyers enduring long commutes to afford homes are disproportionately tethered to in-person jobs. For them, a 45% jump in fuel costs is a direct hit to household liquidity.

  • A potential market shift.  More central locations, nearer to job centers offer lower commuting costs, which may help give Infill communities and transit-served neighborhoods  a distinct competitive advantage over the fringe.

When gas prices spike, the “affordable” home on the outskirts becomes a financial liability. As our 2008 study, Driven to the Brink, showed, higher gas prices tend to depress prices for peripheral neighborhoods.  If the run up in gas prices persists, that’s likely to happen again.  And regardless, the experience of $5.00 a gallon (or more) gasolline is likely to make prospective homebuyers much more wary about the liability bound up in exurban housing.

 

The Ironies of Racial Redistricting

The Supreme Court’s decision in Louisiana v. Callais probably closes the book on the use of the Voting Rights Act to ensure Black voting rights in the South. The decision is being taken as a blow to Black voting rights — and even as indicative of the court’s racist leanings — but I wouldn’t jump to those conclusions. The redistricting effort that Callais ends may not have been of unequivocal benefit to the Southern Blacks it was designed to aid. And while it could damage Democratic prospects in 2026, it might help them in the longer run.

During the 1980s, the NAACP, Jesse Jackson’s PUSH, and the American Civil Liberties Union (ACLU) teamed up with leading Republicans, who donated money and redistricting experts, to create majority-minority districts in the South that would guarantee Black representation in Congress. Maybe that was a worthy effort. It led, in effect, to the racial integration of the U.S. House of Representatives. But as Rep. John Lewis (D-GA) warned (and as I have written repeatedly over the years), it doomed the Democrats to political irrelevance in what had once been the Democratic South. And it also made possible the passage of bills and election of officials that disadvantaged the minority voters it was supposed to help.

The redistricting concentrated Democratic votes in a few districts, but made it difficult, if not impossible, for the Democrats to build multiracial coalitions in other districts that had formerly been the province of centrist and liberal white Democrats like Rep. Butler Derrick of South Carolina who went down to defeat in the 1990s. The redistricting also created the bigoted impression that the Democrats in the South were the “Black party.” It is hard to remember but in the 1970s, Mississippi had a pro-civil rights administration led by Gov. Cliff Finch (D).

As Carl Hulse suggests in an excellent article in the New York Times, just as the 1980s-’90s redistricting came back to bite the Democrats, the current effort could come back to haunt the Republicans by creating more competitive districts. That may require, however, legislative or judicial efforts to limit the crazy political gerrymandering that, at Donald Trump’s instigation, both parties are engaged in.

Will AI kill the research paper?

Imagine taking a macroeconomics paper and adding a little button at the end “Press this button to update this paper with the latest macro data.”

All of a sudden you have multiple papers rather than one, and no single canonical version.  It is the latter versions, not created directly by the authors, that people will look at.

Imagine adding another button, to either micro or macro papers “Please rerun these results using what the AI thinks might be five other different yet still plausible specifications.”

Then you have more papers yet.

Ultimately, why not just build a “meta-paper,” using AI, to answer any possible question about the subject area under consideration.  This meta-paper would allow the reader, using AI, to make many sorts of modifications and additions to the basic work.  The meta-paper also would allow the reader to add new data, to run additional robustness checks, and to do whatever else you might think of.  Once again, the canonical version of the paper evolves away.

A researcher might spend a significant part of his or her career building such a meta-paper.  Imagine a meta-paper, or sometimes I call it a “box,” devoted to answering questions about say fiscal policy, minimum wage hikes, or maybe the Industrial Revolution.  Fed researchers would spend their entire careers, not writing papers, but improving the Fed’s “box” that answers questions about monetary policy and also prudential supervision.

Who will be good at doing such things?  Is it the people today who become the top economists, or not?  Will it be a highly decentralized endeavor, or, given the compute and team work requirements, a highly centralized one?

Economics is going to change a lot, as will many of the other sciences.

It is funny, and tragic, how much some of you are still obsessed with writing and publishing “papers.”

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Perils of podcasting

 I had a stimulating 3 hour discussion with famed podcaster Lawrence Krauss a few days ago, about my forthcoming book Moral Economics.  Almost immediately after we concluded, it turned out that neither of us had recorded it. (We did a  shorter makeup later.)

 Here's his tweet on that:

I did a 3 hour  @OriginsProject podcast with Nobel Laureate Alvin E. Roth on his wonderful new book, Moral Economics, that I thought was one of the best podcasts I have recorded. Except I forgot to hit record! Lost it all! With amazing grace and perseverence, he agreed to redo it 2 hours later. What resulted may have been even better. My colleague and friend @slsatel at AEI (who will do an event with him there May 14 ) told me he was a mensch. And boy was she right. I cannot believe his kindness. Thank you Al! And your book is truly inspiring. Hope to release the podcast next week. Watch it and then buy the book! Or buy the book and then watch it. :)

 Image

72 Hours in New Orleans

Right after I stepped off the plane in New Orleans, I saw Louis Armstrong, in beautiful bronze and larger than life. It wasn’t the most accurate depiction—his arms were too short, his head too large.

But Louis was laughing it all off.

That’s what he always did—laugh things off. And this stubby Satchmo had reason to laugh. That’s because, for all his faults, he still looked better than the city’s previous attempt at an airport memorial.

Statue

The story of how Armstrong got into the terminal tells you a lot about the city’s complicated relationship with its most famous musician—who left New Orleans in 1922, and never moved back.

Instead of commissioning a new statue for the airport, they just removed an existing one on Rampart Street. (And it had been done pro bono in the first place—so the city never paid for the work.)

The missing trumpeter (Source: Reddit)

It’s a good reminder that musicians come and go in this city. But the truth is, they mostly go.

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Do billionaires earn their money?

Cartoon by Joseph Keppler via Wikimedia Commons

A few days ago I wrote a post about why Democrats can’t build a welfare state by taxing only billionaires:

I wrote:

Once upon a time, class politics pitted the middle class and poor against the upper classes; now, American politics may reflect a status conflict between millionaires and billionaires. If Democrats have become the party of the millionaires-against-billionaires, that would explain why their tax policies are focused on soaking the ultra-rich while easing the burden of the merely-rich.

As if to emphasize this point, just a couple of days later, Alexandria Ocasio-Cortez declared that “There’s a certain level of wealth that’s unearned…You can’t earn a billion dollars.”

This immediately raises the question: What amount of wealth does AOC think you can “earn”? A hundred million dollars? Ten million? Presumably there’s some number of millions that she thinks can be earned. That definitely fits the “party of millionaires-against-billionaires” framing from my post.

But the more important question is: Is AOC right? Can a billion dollars be “earned”?

It depends on what “earned” means, of course. To most people, the word probably means something very vague — basically, “I think you deserve this amount of money.” You can come up with more specific definitions if you want. For example, if you’re a socialist, you might define only labor income as “earned” and capital income as “unearned”. If you’re a free-marketer, you might define “earned” income as your marginal product — i.e., the amount by which society would be poorer if you had never been born. And so on.

But I’m not sure how useful that sort of exercise is. The socialist idea that capital income is unearned is just a moral judgement, so it leads to endless emotional debates over whether taking risk, making capital more available, etc. are things people ought to get paid for. The free-market concept is more interesting, because it’s objective, but it’s pretty unknowable — unless you’re in the movie It’s a Wonderful Life, you can’t really run the natural experiment of removing someone from the timeline.1 On top of that, most people simply won’t accept such simple, restrictive definitions of “earned” and “unearned”. So these arguments just never resolve.

But when AOC says “unearned”, she seems to mean something else:

You can’t earn a billion dollars. You just can’t earn that. You can get market power. You can break rules. You can do all sorts of things. You can abuse labor laws. You can pay people less than what they’re worth. But you can’t earn that, right?

AOC seems to mean that in order for someone to get a billion dollars, they have to do something that society ought to forbid. In other words, billionaires can’t get their wealth just by being lucky; they have to get it by being bad.

The obvious rebuttal here is to invoke Taylor Swift. The singer’s net worth is estimated at $2 billion. She got those billions from her share of ticket sales, merchandising, and music sales; unlike many artists, Swift owns her entire music catalog.

Formally, AOC is right in this case — Swift did become a billionaire with market power. Intellectual property — the ability to own your own music catalog and charge people to download your songs — is a form of government-granted monopoly. But would AOC really claim that every writer, every photographer, every artist isn’t earning their income? I doubt it. Meanwhile, Swift didn’t obviously break any rules, abuse labor laws, pay anyone less than they’re worth, etc.

But OK, Taylor Swift is the exception here. Most billionaires are more traditional types of businesspeople, who don’t obviously have celebrity superstar appeal or sell their personal artistic output. How should we think about the typical billionaire? Is AOC right that they only amass vast fortunes by either breaking the law and/or hurting the economy?

If so, it means that the vast majority of the U.S. economy — along with both the wealth and the jobs that economy has generated for the middle class — is built on illegality and unfairness. That’s a breathtaking indictment of the entire capitalist system, and it goes way too far. We do need to think about how much to tax the super-rich, but that discussion should absolutely not start from the assumption that all great fortunes were ill-gotten.

Almost every big company in America was founded by a billionaire

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Many bright nebulae and star clusters in planet Earth's sky Many bright nebulae and star clusters in planet Earth's sky


Which are the most common everyday phenomena that we don’t properly understand?

Off the top of my head:

• Lightning (how does it happen?)

• Sleep; dreams (why do they exist?)

• Glass (thermodynamics of formation)

• Turbulence (when does it start?)

• Morphogenesis (how does a creature know what should go where?)

• Rain (it seems to start faster than models would predict)

• Ice (dynamics of slipperiness)

• Static electricity (which material will donate electrons?)

• General anaesthetic. (And the mechanism of a lot of drugs, e.g. paracetamol.)

That is from Patrick Collison.  It is a further interesting question how many of those questions will be answered by what is sometimes called AGI.  Perhaps none of them?  In at least some of those cases, what is scarce is experimental data, not reasoning per se.

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Saturday assorted links

1. Do chatbots ever follow the interests of advertisers?

2. Approaching the Star Trek universal translator.

3. Jon Haidt response to the new cell phone study.

4. U.S. electricity prices have been flat since June.

5. Friend Alla Keselman now has a Substack.

6. I am enjoying the new Elizabeth Strout novel The Things We Never Say.  It is arguably “too American” for me, and also “too New England,” still it is quite good.

The post Saturday assorted links appeared first on Marginal REVOLUTION.

       

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Saturday 9 May 1663

Up betimes and to my office, whither sooner than ordinary comes Mr. Hater desiring to speak a word to me alone, which I was from the disorder of his countenance amused at, and so the poor man began telling me that by Providence being the last Lord’s day at a meeting of some Friends upon doing of their duties, they were surprised, and he carried to the Counter, but afterwards released; however, hearing that Sir W. Batten do hear of [it,] he thought it good to give me an account of it, lest it might tend to any prejudice to me. I was extraordinary surprised with it, and troubled for him, knowing that now it is out it is impossible for me to conceal it, or keep him in employment under me without danger to myself. I cast about all I could, and did give him the best advice I could, desiring to know if I should promise that he would not for the time to come commit the same, he told me he desired that I would rather forbear to promise that, for he durst not do it, whatever God in His providence shall do with him, and that for my part he did bless God and thank me for all the love and kindness I have shewed him hitherto. I could not without tears in my eyes discourse with him further, but at last did pitch upon telling the truth of the whole to Mr. Coventry as soon as I could, and to that end did use means to prevent Sir W. Batten (who came to town last night) from going to that end to-day, lest he might doe it to Sir G. Carteret or Mr. Coventry before me; which I did prevail and kept him at the office all the morning.

At noon dined at home with a heavy heart for the poor man, and after dinner went out to my brother’s, and thence to Westminster, where at Mr. Jervas’s, my old barber, I did try two or three borders and perriwiggs, meaning to wear one; and yet I have no stomach [for it,] but that the pains of keeping my hair clean is so great. He trimmed me, and at last I parted, but my mind was almost altered from my first purpose, from the trouble that I foresee will be in wearing them also. Thence by water home and to the office, where busy late, and so home to supper and bed, with my mind much troubled about T. Hater.

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Day Off

Robin and I have been spending time with friends here in [UNDISCLOSED LOCATION]. So really taking today off.

Quoting Luke Curley

WebRTC is designed to degrade and drop my prompt during poor network conditions.

wtf my dude

WebRTC aggressively drops audio packets to keep latency low. If you’ve ever heard distorted audio on a conference call, that’s WebRTC baybee. The idea is that conference calls depend on rapid back-and-forth, so pausing to wait for audio is unacceptable.

…but as a user, I would much rather wait an extra 200ms for my slow/expensive prompt to be accurate. After all, I’m paying good money to boil the ocean, and a garbage prompt means a garbage response. It’s not like LLMs are particularly responsive anyway.

But I’m not allowed to wait. It’s impossible to even retransmit a WebRTC audio packet within a browser; we tried at Discord. The implementation is hard-coded for real-time latency or else.

Luke Curley, OpenAI’s WebRTC Problem, in response to How OpenAI delivers low-latency voice AI at scale

Tags: webrtc, openai

May 8, 2026

In case you’re wondering what kind of a news day it was, President Donald J. Trump announced that the “Department of War” was releasing “Government files related to Alien and Extraterrestrial Life, Unidentified Aerial Phenomena, and Unidentified Flying Objects.” The president posted: “Have Fun and Enjoy!”

It’s hard to see the release of this information at this moment as anything more than a distraction from the many stories in the news that show the administration in an unflattering light.

The biggest of those stories was not that Secretary of Transportation Sean Duffy took his family on a seven-month road trip to film a television series called The Great American Road Trip while he was supposed to be doing his job as secretary of transportation, or that he told Fox & Friends this morning that “it fits any budget to do a road trip” on a day when the national average for a gallon of gas was $4.54.

It was not the story, written by David A. Fahrenthold and Luke Broadwater and published in the New York Times, that Trump gave a no-bid $6.9 million contract to reseal the joints, waterproof, and paint bright blue the Reflecting Pool in front of the Lincoln Memorial. Such contracts are supposed to be reviewed and put out for bids, but Trump ignored the review process and used an exemption designed to prevent “serious injury, financial or other, to the government” to award a no-bid contract to Atlantic Industrial Coatings, which has never before won a federal contract but which had worked at one of his golf clubs, because he wanted the work done before the 250th anniversary of the Declaration of Independence on July 4, 2026.

The contract is for more than triple the $1.8 million Trump promised, and officials say the repairs will last for seven to ten years, rather than the 50 years Trump claimed. Even that might be generous: One expert warned that the motorcade the president took onto the pool yesterday to review the project was heavy enough to have sprung the newly-repaired joints between the concrete slabs that make up the pool bed.

It was not the story by economist Justin Wolfers in the New York Times explaining that the Defense Department’s claim that the war on Iran has cost taxpayers $25 billion tallies only the price of the 2,000 spent Tomahawk and Patriot missiles, the airplanes lost, and the other matériel used. It does not measure the lives lost, the disruption in global oil markets, companies shut down (like Spirit Airlines), heightened geopolitical tensions, higher interest rates, lower stock prices, lower economic growth, Iran’s new ability to charge tolls in the Strait of Hormuz to fund its nuclear ambitions, and the new need for countries to increase military spending. Wolfers notes that the Iraq war cost about $3 trillion and estimates the Iran war “will cost hundreds of billions of dollars, and very possibly trillions.”

In any case, Jonathan Lemire of The Atlantic reported today that Trump is “bored” with the war and wants to move on. Five of Trump’s aides and advisors told Lemire that Trump is convinced he can sell any agreement as a win, but so far Iran is unwilling to bail Trump out of the war he started.

It was not the story in the Washington Post by Brianna Sacks and Kevin Crowe reporting that under Trump, the Federal Emergency Management Agency (FEMA), which helps people prepare for, respond to, and recover from disasters, has been denying aid to states that have Democratic-led governments while speeding it to Republican-dominated states.

It was not the story by Mark Olalde of ProPublica reporting that the Trump administration has granted a two-year pause on compliance with the Clean Air Act to more than 180 facilities, like coal power plants and medical sterilizers, that are polluting in 38 states and Puerto Rico. The administration sidelined the Environmental Protection Agency (EPA) by using a presidential exemption that can be tapped “if the technology to implement the standard is not available and it is in the national security interests of the United States to do so.”

This authority has never been used before, and other utilities say they are using the pollution controls the administration claims don’t exist. Trump has also invoked the national security justification for the pauses, claiming that the U.S. is in a national energy emergency out of concern that emerging industries, like AI and the data centers on which AI relies will not be able to get the huge amounts of energy they need. White House spokesperson Taylor Rogers told Olalde: “The President has provided regulatory relief from certain burdensome Clean Air Act requirements due to national security concerns that critical industries would no longer be able to operate under such stringent standards.”

Democratic senators Sheldon Whitehouse of Rhode Island and Adam Schiff of California have introduced a bill requiring the president to get Congress’s approval for such pauses in the future. Whitehouse noted that Trump’s exemptions show a willingness to “abuse every loophole available to pollute for free, damn the health consequences for Americans.”

It was not the story that the Court of International Trade in New York found Trump’s 10% global tariffs, imposed after the Supreme Court declared his “Liberation Day” tariffs of April 2025 unconstitutional, to be illegal. Trump is expected to appeal. Yesterday, he threatened to impose “much higher” tariffs on the European Union if it does not approve a trade agreement with the U.S. by July 4.

The biggest story of the day was not even the dedication of the 22-foot gold statue of Trump installed at his golf course in Miami. Marth McHardy of the Daily Beast reported that a group of crypto investors paid for the $450,000 statue as part of a promotional push for their new memecoin.

No, the biggest story of the day was that after voters in Virginia turned out in record numbers to approve a new temporary congressional district map on April 21 to garner four more seats for Democrats, the Virginia state supreme court struck down the referendum. Virginia voters had agreed to the change in order to counter gerrymandering imposed by Republican legislators in Texas, Ohio, Tennessee, Missouri, North Carolina, and Florida that is expected to gain them an additional 14 seats across the country. (Following last week’s Louisiana v. Callais Supreme Court decision, Republicans are hoping to change the lines in Louisiana, Alabama, and South Carolina to take four more.) So far, voters in California have agreed to a temporary redistricting of California to pick up four Democratic seats there.

The court split on partisan lines, saying the process of passing the referendum violated the state’s constitution. With Trump’s job approval ratings in the low 30s, anger at rising prices, frustration at the war on Iran, dislike of the administration’s attacks on immigrants, and growing outrage at the extraordinary corruption of the administration, Republicans were so worried they would lose control of the House of Representatives in the November midterm elections that they began the gerrymandering wars. Now those wars have turned in their favor.

“Huge win for the Republican Party, and America, in Virginia,” Trump gloated on social media. “The Virginia Supreme Court has just struck down the Democrats’ horrible gerrymander. MAKE AMERICA GREAT AGAIN! President DONALD J. TRUMP”

In the end, the UFO files red herring from today’s news dump didn’t appear to work. Former representative Marjorie Taylor Greene (R-GA) called the UFO files a distraction from the Iran war and said: “Unless they roll out live aliens and test demo UFOs or actually admit what we know this really is then I have way better things to do on this Friday.” The chair of the Michigan Democratic Party also commented: “If any aliens had flown over Epstein Island, you could be damn sure Trump would keep their secret. Whether aliens are out there or not, I’m more concerned about the American people here on Earth struggling to pay for food [and] rent.”

And Democrats certainly didn’t miss the Virginia decision. Representative Jamie Raskin (D-MD), the top-ranking Democrat on the House Judiciary Committee, posted: “Today, in an outrageous outburst of right-wing judicial activism following the Roberts Court’s Callais decision, the Virginia Supreme Court has struck down the will of the voters. But democracy won’t end with right-wingers in black robes. Now is the time to campaign like never before for strong democracy, freedom and progress. The American people will have the final say in November. Organize!”

Notes:

https://gasprices.aaa.com/

https://www.nytimes.com/2026/05/08/us/politics/reflecting-pool-trump-contract.html?smid=nytcore-ios-share

https://www.nytimes.com/2026/05/08/opinion/hegseth-war-cost.html

https://www.washingtonpost.com/weather/2026/05/08/wildfire-fema-grants-delay/

https://www.propublica.org/article/clean-air-act-exemptions-trump-emails

https://www.epa.gov/stationary-sources-air-pollution/clean-air-act-section-112-presidential-exemption-information

https://apnews.com/article/trump-global-tariffs-trade-court-df01218b89ca925015fe41c700d6beb9

https://www.cnbc.com/2026/05/08/trump-tariffs-trade-eu-europe-deal.html

https://www.thedailybeast.com/trumps-golden-statue-honored-in-bizarre-dedication/

https://bluevirginia.us/2026/05/breaking-va-supreme-court-on-a-4-3-vote-along-partisan-lines-strikes-down-redistricting-amendment/

https://thehill.com/homenews/house/5870263-virginia-redistricting-ruling-democrats/

https://www.washingtonpost.com/politics/2026/05/08/virginia-court-invalidates-redistricting-measure/

https://www.theatlantic.com/national-security/2026/05/iran-war-trump-deal/687100/

https://www.nytimes.com/2026/05/08/us/politics/pentagon-ufo-files.html

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Collections: Raising Carthaginian Armies, Part IV: Allies and Mercenaries

This is the fourth part of our series (I, II, III) looking at how Carthage’s complex, multi-ethnic armies were raised and structured. Last week, we looked at Carthage’s unusual system for raising vassal forces: long-serving Carthaginian generals could inhabit positions within the personalist, non-state mobilization systems of Numidia and Iberia, enabling them to access military resources (mostly manpower) as a non-state ‘Big Man’ would, through kinship and patronage networks.

Merging Carthage’s state-based conscription system with the non-state mobilization systems of Numidia and Iberia would already be a remarkable achievement and would have given Carthage an ‘all call’ peak mobilization somewhere north of 125,000 men, easily eclipsing the military mobilization potential of the major powers of the Hellenistic East. But of course Carthage isn’t fighting the heirs of Alexander in the third century. Carthage is fighting Rome.

So they are going to need more.

That means recruiting from outside of the territory that Carthage notionally controls (directly or indirectly), which in turn means allies and mercenaries. Fortunately for us, most of the peoples who are going to end up as Carthaginian allies at one point will serve in their armies as mercenaries at other points.

But first, as always, raising large armies of mercenaries, subject conscripts, vassal warlords and allies is expensive! If you too want to help me invade Italy with a multi-ethnic army of diverse origins in a doomed effort to stop the Roman Republic, you can help by supporting this project over at Patreon. If you want updates whenever a new post appears or want to hear my more bite-sized musings on history, security affairs and current events, you can follow me on Bluesky (@bretdevereaux.bsky.social). I am also active on Threads (bretdevereaux) and maintain a de minimis presence on Twitter (@bretdevereaux).

The System in Schematic

Now untangling conscript subjects vs. vassals vs. mercenaries vs. external allies is quite complicated and as noted, our sources often do not give us a lot of information to help us separate this out. Worse yet, the status of individual groups changes over time: as we’ve already seen, the Iberians go from being mercenaries to being vassals as a result of the Barcid conquests in Spain.

However, we do get, in a very strange way, a ‘snapshot’ of the different categories in the system, during the Second Punic War. Hannibal, you will recall, invades Italy in 218 and wins major victories at Trebia (218), Trasimene (217) and Cannae (216). This was a major enough sequence of events that other powers were paying attention and in this case, the ruler of Macedon, the Antigonid king Philip V saw an opportunity here. Rome was a potential rival for him in the Adriatic, after all and by 218 Rome had already developed significant influence in coastal Illyria. So in 215, Philip V sends ambassadors to Hannibal to conclude a treaty with Carthage and then in 214, jumps into the war on Hannibal’s side.

In practice, this comes to relatively little right away – the Roman navy keeps Philip V stuck on the far side of the Adriatic and this First Macedonian War (214-205) produces no major engagements between Rome and Macedon, though it does set the stage for future wars. So this is a very important event for the future of the Greek East and the Roman Republic in the second century, but not a crucial turning point in Hannibal’s war or Carthage’s future.

Via Wikipedia, a map of the major powers c. 218. Honestly, this is a pretty imperfect map, but it does a decent job of giving a sense of why the Antigonids (purple) might jump at the chance to break Roman power (blue).

But it provides us a fascinating bit of evidence for the structure of Carthaginian power in the Second Punic War, because a fragment of Polybius preserves most of the text of the treaty (Polyb. 7.9). Ancient treaties are both political and religious documents – the gods are called to witness them (in this case, both Greek and Carthaginian gods!) – and so they tend to be quite precise for religious as well as political reasons. And that’s handy for us because it means that Philip V’s ambassadors and the Carthaginians both are going to want to be very precise about exactly who is and is not covered or obligated by their treaty. That gives us the following passage; the participants of the treaty are actually spelled out twice (once for a list of who Philip V is going to help and then again in reverse as a list of who is going to help Philip V), but I’ll just include the first list for brevity. I’ve translated this myself because I found that the generally available translations (particularly W.R. Paton’s translation) often fudge the literal meaning a fair bit in order to convey the general meaning, but here I want to be precise (Polyb. 7.9.5-6):

…that King Philip and the Macedonians and the other Greeks in so far as they are allies of him shall protect the Carthaginian lords and Hannibal the general and those with him and those subject to Carthage, in so far as they share the same laws, and the Uticans, and such cities and peoples as hearken to Carthage, and the soldiers and the allies and all the cities and peoples with whom we are in alliance in Italy and Gaul and Liguria and anyone we may enter into friendship and alliance in these lands.

The formula gets repeated with only a slight alteration again going the other way in Polyb. 7.9.7, but we needn’t repeat it here. So we can see the two sets of parties to this treaty. On the one side, we have the Macedonian side: Philip V himself (as king), the Macedonians (his people) and his Greek allies, which in the original Greek takes just 13 words to spell out. It is relatively simple. On the other side, we have the complex mess that is Carthage, which in the original Greek takes some sixty-eight words in Greek (73 in English) to express. So let’s take a minute to break these categories apart and see if we can’t figure out who exactly is meant by each.

First we have, “the Carthaginian lords and Hannibal the general and those with him.” Paton includes here ‘the Carthaginians’ as well, but they are notably absent in the actual text: the Carthaginian people are not part of the first clause (those to be protected by Philip) but do show up for the second one (those to do protecting of Philip), which might speak to the text’s understanding of how political power in Carthage works. The ‘lords’ here must be the Carthaginian adirim, representing Carthage as a whole, so Philip is promising to protect the Carthaginian state (and Hannibal and Hannibal’s army), represented by the adirim but to be protected by the Carthaginians as a people. In any case, this group’s role in the treaty is clear: these are the actual Carthaginians.

Next we have, “those subject to Carthage, in so far as they share the same laws, and the Uticans.” Here we evidently have some precise legalese the exact meaning of which is somewhat lost to us, but it seems clear that these are the North Africans (sans Numidia), Carthage’s subjects. I think the ‘in so far as they share the same laws’ bit is meant to divide out three groups: the vassals (coming in the next bit), the Punic and Libyan subjects (who are the ones sharing laws), and Utica. Utica was, after Carthage, the next largest and important Phoenician colony in North Africa and the fact that the Uticans are broken out here implies to me that unlike the rest of Carthage’s North African subjects, they still maintained some degree of autonomia (‘autonomy,’ literally ‘self-laws’), which is to say the ability to make their own laws internally (whereas the other communities just had to do what Carthage told them, that is, ‘they share the same laws’ in the sense that Carthage makes the laws for everyone).1 So then those ‘subject to Carthage’ who also share the same laws are Carthage’s fully subordinate North African dependencies, the various other Phoenician, Libyan and Liby-Phoenician communities.

Then we have, “and such cities and peoples as hearken to Carthage.” The word here is ὑπήκοος (hupekoos), an adjective meaning ‘hearkening, answering, obeying,’ which gets used in other authors (Xenophon, Thucydides, etc.) to mean ‘subjects’ or even ‘subject allies.’ This, I think, is intended to encompass Carthage’s ‘vassals’Numidia and the Iberian communities – which do not share the same laws as Carthage (they’re internally autonomous) but who ‘obey’ or ‘listen to’ Carthage when Carthage commands. We’re thus recognizing that Carthage has different classes of dependent communities: Utica, subject but self-governing, then the other North Africans, subject and non-self governing, then the vassals – cities and peoples hearkening to Carthage – who still have their own polities, but who obey Carthage.

Finally, we have “and the soldiers and the allies and all the cities and peoples with whom we are in friendship in Italy and Gaul and Liguria and anyone we may enter into friendship and alliance in these lands.” We ‘we’ here is in the text and the ‘we’ is clearly the Carthaginians, but it is an odd grammatical quirk to shift from the third to the second person here. In any case here, I think, we have our allies and mercenaries. The need to specify here that the treaty considers for groups with whom there is philia, ‘friendship:’ the soldiers and the allies and all the cities and peoples with whom there is an alliance (the relative clause, to my reading, is picking up all four groups: soldiers, allies, cities and peoples) speaks to the diverse range of Carthage’s coalition in Italy.

As I take it, the soldiers and allies here includes the men actually serving in arms under Carthage and is framed to capture both men serving for money (the soldiers) and those serving because their home polity has thrown in with Hannibal (the allies). Meanwhile, the cities and peoples then captures those home polities themselves; that distinction might matter because of course by this point some of Hannibal’s soldiers have been with his army and away from home for some time and – in the fragmented structure of non-state polities – may understand themselves to have a direct relationship with Hannibal apart from their community’s alliance with him. As we’re going to see, the cities are probably Hannibal’s newfound Italian allies (revolting from Rome) while the peoples are probably Hannibal’s only-slightly-older allies in Gaul and Liguria. Finally, we get a rider that should Hannibal contract new allies (which in 215 he stills hopes to do, peeling away Rome’s alliance system), they too are included.

So who are all these allied peoples and cities? The answer is largely ‘Gauls and Italians,’ but lets take a closer look.

The Gauls

Like the Iberians, we hear about Gauls in Carthaginian armies long before Carthage was projecting significant military power directly into their homelands. The first report we have of Gallic mercenaries in Carthaginian armies is the first meaningful point at which we can assess Carthage’s armies: the Battle of Himera (480), (Hdt 7.165). A century later, Diodorus has the Carthaginians enlisting Gallic and Ligurian mercenaries (the Ligurians were a non-Gallic people heavily influenced by Gallic neighbors; they fought in the same manner) in 341 in their war against Timoleon of Syracuse (Diod. Sic. 16.73.3). Gallic mercenaries are fairly common additions from that point onward to Carthaginian armies. Thus, Gauls and Ligurians are a component of the Carthaginian army that revolts at the start of the Mercenary War in 241 (Polyb. 1.67.7). In short, Carthage is recruiting mercenaries from the Gallic world from basically the moment we can see them clearly.

Again we’re not well-informed about how Gallic warriors would have been recruited as mercenaries, but something along the lines of what we hypothesized in Iberia – recruitment through aristocrats using access to Carthage’s imported prestige goods as the incentive as much if not more than money – would be what I’d expect. Imported prestige goods are a real presence in middle and late La Tène sites, with goods from the broader Mediterranean world – Greek/Roman/Eastern artwork, fine pottery, wine, etc. – clearly commanding a status premium.

Once again, this system – such as it was (given how imperfectly we can observe it) – is clearly fundamentally altered by the Barcids, although in this case by Hannibal rather than his father Hamilcar. Hannibal’s decision to march his army from Spain through southern Gaul (modern Occitania and Provence) over the Alps and into Italy meant taking a Carthaginian army through the territories of multiple Gallic civitates. That is naturally going to change the way these polities relate to Carthage. In practice, the first part of Hannibal’s march – before he gets to the Alps – is bumpy. We don’t have the space here for all the twists and turns, but essentially despite Hannibal sending ambassadors ahead to try to arrange for free passage, at several points he has to fight his way through and between that fighting and the Alps themselves, he loses close to half of the army he departed with.

Via Wikipedia, Hannibal’s route from Spain through southern Gaul and over the Alps, dropping him out in the Po River Valley, in what the Romans termed Cisalpine Gaul.

However, he drops out of the Alps into what the Romans would call Cisalpine Gaul – northern Italy in the Po River Valley, which was at the time inhabited by a number of Gallic peoples as well as some non-Gallic peoples heavily influenced by Gallic culture (like the Ligurians or Veneti). Hannibal seems to be counting on these fellows to refill his ranks and he has good reason to bet on this: the Romans control of this region was relatively recent, the result of campaigning in the 220s (most notably the Battle of Telamon in 225). The Gallic civitates still had their own governments, though it is clear our sources understand them as at least somewhat under the ‘thumb’ of Rome – recently conquered, restive and ready for a rematch. Which Hannibal promptly supplied. Indeed, Polybius presents Hannibal as acutely aware that he needs to rack up big victories quickly in order to get these Gauls to shift durably to his side and stay there, but of course he does win big victories and the region rises against the Romans (except for the Cenomani, who seem to have been, for whatever reason, the most pro-Roman of the Cisalpine Gauls).

However Hannibal does not replicate the Iberian system in Cisalpine Gaul. The Gallic civitates of Cisalpine Gaul are going to be supporting Hannibal actively, militarily for a decade and a half, but we hear no reports of diplomatic marriages of the sort we saw in Spain (which, mind you, the Barcid system in Spain was only 19 years old at most when Hannibal crossed the Alps, so these aren’t wildly different time frames), no declarations of Hannibal as supreme general of the Gauls or anything like that.

Instead, as we’ve seen, the treaty with Philip V pretty clearly sets the Gauls in their own category as allied ethne, ‘peoples.’ And that equally fits with Polybius’ repeated suggestion that Hannibal himself is concerned about the fragility of those alliances until Cannae. Presumably after Cannae, the Gauls all recognize that they are ‘in for a penny, in for a pound’ and must be at open war with the Romans no matter what, cementing the alliances that will largely hold for the rest of the war. So the Gauls of the Second Punic War seem to be external allies of Carthage – they are in Carthaginian armies because their polities are allied with Carthage, rather than because they have become subjects (although one imagines that may have happened had the Carthaginians won). Indeed, in some cases we’re told that Hannibal forms formal alliances with these civitates, as with the Boii, for instance (Polyb. 3.67).

As we discussed when we looked at ‘tribal’ armies, the non-state Gallic mobilization system could put out a lot of military power relative to the small size of Gallic civitates, and we see that here. The Cisalpine Gauls were hardly ‘fresh’ in 218 – remember, they’re just coming off of losing a major war with the Romans quite badly – but Hannibal is able to acquire substantial troops from them. Hannbial absorbs something like 9,000 Gallic infantry and 5,000 Gallic cavalry – that’s a lot of horse-born aristocrats – by the Battle of Trebia and by Cannae his army probably has around 16,000 Gallic infantry in it. Hannibal’s Gallic contingent does seem to wane over time – after Trasimene, he moves south in Italy, effectively cutting himself off from his Gallic recruiting grounds in an effort to spur a larger revolt in Italy. That said, Hasdrubal’s army, defeated at the Battle of the Metaurus (207) attempting to repeat Hannibal’s crossing of the Alps to reinforce him, also has something like 8,000 Ligurians and Gauls in it, so recruiting never wholly ceased.

Via the British Museum (inv. 2001,0501.1) the Braganza Brooch. This warrior is shown nude, but most would have been wearing a tunic and trousers.

In terms of how these Gauls would fight, we’ve actually discussed the La Tène military kit before. Common Gallic warriors generally fought unarmored (although only quite rarely nude) or perhaps with only textile armor of some kind, simply because these were fairly poor societies. Instead, they protected themselves with a large oval shield (a relative of the Roman scutum), using spears as their primary weapon and long one-handed straight-edged slashing swords as their backup weapon. Gallic infantry sometimes carried javelins, but very much functioned as ‘line infantry,’ expecting to engage in close combat in large formations with closed ranks. Rather than the sort of ‘barbarian mob’ of popular imagination, we probably want to imagine Gallic battle lines as similar to other shield walls, like the hoplite phalanx. Evidently, the onset of their charge was fearsome, but the lack of armor meant that they often lacked the ‘staying power’ of more heavily armored Roman, Greek or African forces. Aristocratic Gallic cavalry would, by this point, often have been mailed and made effective shock cavalry.

Via Wikipedia, the Vachères Warrior, a statue from Vachères in Alpes-de-Haute-Provence, France. This is a good representation of what the mounted Gallic aristocrats – at least the wealthiest of them – would have looked like.

We’ll look in more detail at some tactics next week, but the role of Gauls in Carthage’s armies in the Second Punic War was an unenviable one: Carthaginian commanders seem to consistently treat their Gallic troops as expendable and deploy their armies to concentrate losses among them. We’re told that nearly all of Hannibal’s losses at Trasimene were from his Gallic troops (Polyb. 3.74.10). At Cannae, Hannibal throws both his Iberians and Gauls forward, but once again more than half of his losses were of his Gallic troops – 4,000 Gauls, 1,500 of Iberians and Africans combined and 200 cavalry – suggesting his Iberians were somewhat more sheltered by his deployment and that his very exposed center must have been mostly Gauls (Polyb. 3.117.6). At the Metaurus, Hasdrubal seems not to trust his Gallic and Ligurian troops, placing them on a hill on the wing with orders merely to endure while he tried to win the battle elsewhere (Livy 27.48). And at Zama, Hannibal again throws his Gallic and Ligurian troops forward to endure the brunt of the initial Roman attack, before it could reach the troops (Africans, Carthaginians, his veterans) he actually cared about (Polyb. 15.11; Livy 30.33).

I should note that Luc Baray has pushed back a bit on this point, 2 arguing that the lightness of Hannibal’s African and Iberian troops demanded placing the Gauls to take the brunt of Roman attacks, but that simply doesn’t work: the Iberians were no lighter than the Gauls and the Africans much heavier. And the source tradition is – as Baray admits – just really quite clear. There is, in fact, something of a striking comment here on Carthage’s relationship with its allies and subjects as compared to Rome: whereas Roman armies place Roman citizens in the center where they share in the heaviest fighting (and the socii on the wings), Carthaginian armies seem – our evidence is limited, of course – but seem to have an established practice of intentionally shield citizen and African troops from the heaviest fighting by expending vassal, mercenary and allied troops.

However, as noted above, the role of Hannibal’s Gallic allies really crests in importance at the Battle of Cannae and then declines somewhat as he moves south. For their part, the Romans remain militarily active in Cisalpine Gaul, fighting the Gallic civitates there directly, though a full effort at reconquest will have to wait until after Hannibal has been defeated at Zama. But Hannibal, in moving south is aiming at other potential sources of manpower.

Greeks and Italians in Carthaginian Armies

Finally, we have the available military manpower of southern Italy and Sicily: Greeks and (southern) Italians. The Greek colonization beginning in the 8th century created a bunch of Greek colonies along the coast of southern Italy and Sicily, with those communities in some case remaining very ethnically distinct (e.g. Tarentum, Syracuse, etc.) and in other cases ending up meaningfully blended with the locals (e.g. Campania). Meanwhile the uplands of southern Italy (and some of the coastal areas) remained with their earlier inhabitants, a variety of Oscan-language speaking peoples, like the Samnites or Lucanians.

Via Wikipedia, a map of Greek colonization on Sicily and in Southern Italy. As you can see, the inland areas remained under the control of local Italic (and on Sicily, Sicel) peoples which made for some pretty complex human terrain here.

This part of Italy had remained independent of Rome the longest: the Samnites had only been pulled under Roman control in the Third Samnite War (298-290), but had revolted during the Pyrrhic War (281-275) and had to be reconquered. The Pyrrhic War, of course, was also primarily a war about Tarentum, the most important of the Greek settlements still independent in southern Italy. These were thus peoples only beginning to really come solidly under Roman control during the early third century and the relative thinness of Roman control shows.

We do not hear a lot about Greek mercenaries in Carthaginian service, but it clearly happened. Very famously the Carthaginians, on the back foot against the Romans in 255 during the First Punic War, hire a Spartan commander, Xanthippos, with a small band of mercenaries, to whip their army into shape (Diod. Sic. 23.16; Polyb. 1.32). Polybius also offers a strange comment at the start of his narrative of the mercenary war when listing off the troops Carthage had, that they included, “not a few half-Greeks” (μιξέλληνες, mixellenes, very literally ‘mixed/half-Greeks’), “of whom, most were deserters or slaves” (Polyb. 1.67.7). It’s an odd comment, especially with the preemptive dismissal of them as mostly deserters or (former) slaves, which almost sounds defensive, as if Polybius is anxious to head off the notion that any proper Greek would serve in a ‘barbarian’ army (for the Carthaginians, as non-Greek speakers, were very much barbaroi in the Greek imagination).

That said, the Carthaginians had been fighting back and forth on Sicily, against Syracuse, as we’ve noted, for centuries at this point. The Sicilian Greeks were not always a united block against Carthage during that fighting either: quite often there were Greek communities under Carthaginian control or else amenable to Carthage because they feared Syracusan dominance. It makes sense: if you are a community in Sicily that isn’t Syracuse (or Carthage), your interest is that these two keep fighting, enabling you to retain some measure of independent in the context of that conflict, rather than that one of them wins and subjugates you. It would be surprising if there weren’t Greek mercenaries in Carthaginian armies.

Carthage also pulled modest numbers of mercenaries from Italy proper, particularly from Campania. Pre-Roman Campania was demographically complex: the initial population was Oscan, but the region had seen a wave of Etruscan colonial foundations (Salerno, Nola, etc.), followed (and somewhat overlapped) by a wave of Greek colonial foundations (Naples, Cumae, Paestum, etc.), followed by a reassertion of Samnite and Lucanian (that is, Oscan-speaker) power in the region in the fourth century, leading eventually to Rome moving into the region as a counterweight to the Samnites and thus the Samnite Wars (343-341, 327-304, 298-290). So it is fair to say the region is complex.

We see Campanian mercenaries in Carthaginian service in Sicily as early as 408 (Diod. Sic. 13.44.1-2) where the Campanians were there because they had originally been hired as part of Athens’ failed war with Syracuse (the Sicilian Expedition, 415-413) and had evidently stuck around. From that point forward, Campanian mercenaries show up on Sicily in modest numbers but with some regularity, with the Carthaginians installing them here and there in this or that town.3 The Carthaginians were hardly alone – the Syracusans also hired Campanians from time to time. Of course the most famous of these fellows are the Mamertines, a group of Oscan-speaking Campanian mercenaries hired by Syracuse who end up setting up shop in Messina and accidentally sparking the First Punic War. Though Polybius does mention Italians as a group during the Mercenary War (241-237), we do get one Campanian mercenary named Spendius (yes, really), an escaped slave, who evidently escaped to Carthaginian service (Polyb. 1.69.4) and it certainly seems plausible to suppose he wasn’t the only one.

The wars of the early third century – particularly the Third Samnite War (298-290), the Pyrrhic Wars (281-275) and the First Punic War (264-241) – seem to have largely cut Carthage off from these mercenary sources, however. Rome’s military system in Italy never threw off substantial numbers of mercenaries (the rare military adventurer, but not much more) and so as it expanded to encompass the Campanians, their presence seems to drop off, with the Mamertines as a sort of ‘last gasp’ of that pattern of mercenary service. Then, of course, Roman victory in the First Punic War banished Carthaginian influence from Sicily, removing their access to Greek recruitment.

Nevertheless, of course, there is a brief resurgence of Italian service in Carthage’s armies during the Second Punic War. Hannibal’s strategy, after all, was to foster large-scale revolt among the Roman socii. Hannibal’s initial campaigning to try to produce this effect among the socii north of Rome didn’t bear fruit, but after Cannae he presses into southern Italy and is able to spark a large-scale revolt, bringing over the Samnites, Lucanians, parts of Campania (most importantly Capua) and Tarentum. Suddenly Carthage had access to southern Italian manpower again.

Via Wikipedia, a map of which areas in southern Italy revolted (blue) from Rome (red) during the Second Punic War. As you can see, no single region revolted altogether, each area (Campania, Lucania, Apulia, Bruttium and Samnium) split internally. For the specifics as to why, see Fronda, Between Rome and Carthage (2010)

Or rather it might have. In practice, Hannibal isn’t able to get a whole lot of military potential out of these fellows. The first problem he faces is that no region goes over completely to him: every region splits. Michael Fronda discusses this in depth in Between Rome and Carthage (2010) which is very much due for a fireside recommendation (it has a reasonably priced paperback). The thing is, the Roman conquest of these regions had ‘frozen’ ongoing local rivalries, but they had hardly passed out of memory. So when Capua goes over to Hannibal, for instance, suddenly all of the other Campanian communities have to think hard about their choices, because if Hannibal wins and Roman influence is removed, they’re suddenly very exposed to Capuan influence (backed by Carthage). That process repeats in Apulia (fear Tarentum!) and Samnium (where the Samnites split on the question) and Bruttium (where Rhegium holds to Rome) and so on.

That in turn creates a sticky operational problem because now each revolting community has other loyal communities nearby and the threat that Roman armies – which are now avoiding engaging Hannibal directly – might attack where he is not. And Hannibal cannot be everywhere. The consequence is that the Italians who side with Hannibal mostly raise forces for their own defense and are broadly unwilling to detach large forces for any collective effort. Hannibal is thus never able to get a lot of manpower out of these fellows – not enough to challenge Rome on multiple fronts effectively (efforts to do so mostly involve his smaller armies getting picked off). In that 215 ‘peak’ figure, revolting Italian socii only supply some 17,000 troops in the field.

One honestly wonders if Hannibal might not have been better off staying focused on Cisalpine Gaul, but of course his real problem here is a lack of operational mobility once the Romans shift to a strategy of containment: he cannot get back to Cisalpine Gaul, because the Romans have by that point hopelessly complicated his logistics.4 Hannibal thus may not have made a conscious choice to focus on southern Italy over Cisalpine Gaul, but simply found himself, after Cannae, ‘stuck’ on a strategy focused on the south.

In any case, the upshot of all of this is that Greeks and Campanians (especially Campanians) show up frequently in Carthaginian armies, but generally in limited numbers. They’re clearly less prominent than Carthage’s more common sources of external troops (Gaul, Iberia), though it is possible they had outsized importance because they would have been substantially heavier troops. The Mamertines were in Messina long enough to mint coins and some of these issues (e.g. BMC 26, 27, 29 etc. ) have on their reverse a warrior with an aspis and a long spear, heroically nude (not because Campanians fought nude, but because they’re evoking the heroic nudity common in Greek art).

Via Wikipedia, an example of a Mamertine coin, showing a warrior – presumably a Mamertine mercenary – with hoplite arms, albeit heroically nude in Greek style.

A Barcid Strategy?

We now have, for the most part, our cast of characters who – in varying arrangements – regularly make up Carthaginian armies (we’ll start next time by cleaning up some odds and ends as well). Next time we’re going to close out by looking at how we see Carthaginian generals using these different forces in battle, focused mostly on the Second Punic War, which is where we get to see the Carthaginian military system most clearly.

But first, I want to point something out, though I am hardly the first to notice it:5 there is something of a consistency to the Barcid approach post-237, which may or may not represent something like an intentional strategy.

Prior to 241 and the Carthaginian loss of Sicily at the end of the First Punic War, the major sources of Carthaginian mercenary manpower outside of Africa, in rough order of importance were Iberia, followed by Gaul, followed by Campania. And what is striking is that over two generations (Hamilcar, followed by his sons (and one son-in-law)), the Barcids seem to systematically move down the list, securing more direct Carthaginian control over those recruiting grounds. First, Hamilcar moves on Spain, securing relatively direct ‘overlordship’ (if not full control) as a ‘warlord of warlords’ over the Iberian recruiting ground, enabling Carthage to extract far more manpower than it ever had before.

Then, when time comes to fight Rome, Hannibal attacks through Gaul, quite clearly aiming to drop out into Cisalpine Gaul where he hoped to find ready allies (and did). Now of course we might regard Hannibal’s rout as forced by the relative lack of a Carthaginian navy, but as we’re going to discuss at some point, Carthage did have a navy in the Second Punic War and certainly could have attempted to make another effort at taking Sicily. Indeed, that was what the Romans expected. Hannibal’s decision to prepare for a land war was thus a decision, an intentional choice made and it is striking that once he made that decision, he went straight for Carthage’s next most important mercenary recruiting zone. Once again, it seems certain that doing so enabled Hannibal to get a lot more military resources out of this region. It is hard to get a clear sense of how many Gallic mercenaries Carthage might regularly pull in, but the number is clearly well south of the well over 20,000 who move through Hannibal’s army between 218 and 215.

Finally, of course, once he secured the alliance of nearly all of the Cisalpine Gauls, his next stop is Southern Italy. One wonders if he was thinking particularly of those Oscan-speaking Campanian mercenaries that Carthage had utilized in the past (though it is worth noting he tries to pry away the Etruscans – not traditional friends of Carthage – first). Once again, the strategy, in a sense, bears fruit: we don’t often get secure numbers for the Campanian mercenaries involved on Sicily, but they seem to be a sort of ‘high hundreds’ kind of force (e.g. 800 at Diod. Sic. 13.44.1-2). By contrast, in 215 Hannibal has detached an army under Hanno of some 17,000 infantry, almost entirely Bruttians and Lucanians. Hannibal is thus drawing more than a full order of magnitude more military power from the region.

The result was a vastly expanded Carthaginian military machine, albeit composed of really diverse parts. And I think it is worth stressing that the resulting mobilization was, by ancient standards, very successful. Indeed, in the ancient Mediterranean, this is probably the second most successful mobilization effort.6 The problem, of course, is that it is pitted directly against the largest mobilization effort in the pre-modern Mediterranean.

In practice, the weakness this system had were two. The first, which we’ll revisit in the next part, was that while the force it raised – again, nearly 165,000 men under arms at once – was very large, it was also comparatively light, composed of a lot of ‘mediums’ and ‘lights’ compared to much heavier Roman armies. Had it been fighting something like a Hellenistic army (which also employed lots of ‘mediums’) this might not have been a problem, but again: Hannibal was fighting Romans.

But the other weakness was far more profound: this system was fragile, while the Roman system was durable. Part of that was simply age – the Roman system was many decades old in much of Italy, so there had been time to consolidate the system and to accustom its members to collective action under Roman direction. But equally, part of it was structure: the Roman system relied much more heavily on incentives than on direct coercion. We may note the contrast: Rome had no equivalent to the Barcids’ stockpile of hostages held in New Carthage, for instance. Consequently, when pressured the Roman alliance system mostly holds together, while the Carthaginian system of vassalage comes apart in both Spain and Numidia.

Alas for the Barcids, that was probably not a problem they could fix in the time frame they had to work with.

Links 5/9/26

Links for you. Science:

How AI Breakthrough Could Shake the Scientific Publishing Process
A New Creature With 24 Eyes Can See In Every Direction At Once
Changes in species composition of sessile communities on subtidal rock walls in the southern Gulf of Maine during four decades of warming
Nancy Cox, a CDC veteran and a stalwart in global flu research, dies at 77
Theoretical Basis of the Test-Negative Study Design for Assessment of Influenza Vaccine Effectiveness
A titan of vaccine development sees his field’s achievements slip away
Trump ousts National Science Board members

Other:

The Most Articulate Apologist
How Netanyahu Hurt America’s Jews. The Israeli prime minister’s focus is, as always, on himself and his near-term political needs. The plight of American Jews is simply not his concern.
The AI Compute Crunch Is Here (and It’s Affecting the Entire Economy)
A quick analysis of last night’s shooting. So far, it appears the system worked as intended.
Yes The Onion
Observing Me Observing You
A.I.’s X-Ray Vision: Years ago, the field of radiology was predicted to be among the first to be decimated by A.I. job extinction. And yet today, radiologists are more in demand than ever, and the field’s job-extinction moment is seen as a false alarm.
Lessons in Training, Strategy, and Discipline From the Civil Rights Movement
Five Uncomfortable Truths About the Latest Alleged Assassination Attempt on Trump. Political violence in America should be condemned. So should be its principle promoter.
FAFO and Other Things We Learned in the 2025-26 Redistricting Wars
U.S. Mint Buys Drug Cartel Gold and Sells It as ‘American’
No evidence shooting was staged
‘MAHA Moms’
John Roberts embodies MAGA cowardice
Trump Wants to Double Production of New Nuclear Weapon Cores
Trump’s Cabinet firings reveal a teetering administration
New Gas-Powered Data Centers Could Emit More Greenhouse Gases Than Entire Nations
Trump has a new avenger in chief
Forbes Prediction Market Gamifies Story About Mass Shooting of 8 Children
Clarence Thomas’ attack on progressivism should alarm you
Florida’s Constitution Bans The Sort Of Map-Rigging Republicans Want To Do There
The Swalwell Files: Eric Swalwell’s implosion, as sudden as it was overdue, is less a scandal than a reminder that Washington’s old boys’ club still confuses proximity to power with immunity from consequence.
Gunfire of the Vanities: Trump dinner shooting defines a violent, unserious America
Democrats are leading in polls, but voters want new blood
Polymarket gambler makes $35,000 profit by using hair dryer to tamper with temperature readings at Paris airport
Kalshi & Hollywood’s Inside Edge
STAR WARS: THE ACOLYTE Unexpectedly Climbs Back Into Disney+ Top 10 Two Years After Cancellation
A new Republican privacy bill could be ‘worse than no standard at all’
The Wall Street Iran Bounce
Bad Vibes and the Trump Betrayal

The UAP report so far

I will stick with my earlier Free Press predictions:

The fact remains that, if you talk with insiders, they will confirm that the federal government faces some big mysteries. It seems that we have data on what appear to be craft that move very fast, have no visible means of propulsion, and can accelerate in a surprising manner. Radar, infrared, and other forms of data are cited to varying degrees, plus there are eyewitness pilot reports, broadly consistent with what our instruments are telling us.

And this:

Assuming a reasonable chunk of the data are declassified, I think we will simply see more of the same kind of material we’ve seen in the past: more data on entities that appear to move very quickly and in mysterious ways, but with no real explanations. We will see, as I’ve argued before, that the government itself does not know what is going on, and has been afraid to admit that. That may be the real “conspiracy” and why the veil of secrecy has been relatively difficult to pierce.

As of yesterday, there are plenty of additional videos of what seem to be glowing orbs moving fast and in unpredictable ways.  Or try this one.  Here is another weird one.  Or try this.  And another one, near military craft.  And what is this?

One thing we can conclude is that the debunkers, who have been suggesting this is all camera tricks, parallax issues, or people not understanding how videos work, are proven wrong in general, even though they are right about some particular cases.  On that point we can move on, as I have been arguing for some while.  Mick West is not your proper guide here.

Nonetheless we still do not know what it all means, and I do not see proof of anything in particular.

I also will stress my earlier point that we are not going to see alien bodies or alien technologies, or anything meaningful connected to Roswell.  That is sheer fantasy, or sometimes locos.

340 million hits in the first twelve hours?  More people will be believing in aliens in any case, I suspect.  Or will it be demons?

It is fashionable in the comments sections of blogs to call this topic a waste of time, but the serious people in the military and national security — most of whom do not cite alien presence — do not see it that way.

And they will be releasing more materials.  These materials are being released because some subsection of “the Deep State” wants to know what is going on.  As do I.

The post The UAP report so far appeared first on Marginal REVOLUTION.

       

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Paraguay signs the Artemis Accords

Paraguay signed the Artemis Accords May 7, the sixth country to do so in the last two and a half weeks.

Links 5/8/26

Links for you. Science:

Benchmarking of shotgun sequencing depth reveals the potential and limitations of shallow metagenomics and strain-level analysis
AIDS Creeps Back in Parts of Zambia, a Year After U.S. Cuts to H.I.V. Assistance
Swedish study reveals COVID-19 may increase glandular fever risk (paper here)
After pulling vaccine study, Bhattacharya criticizes long-running CDC publication
Nature Is Still Molding Human Genes, Study Finds. Some researchers hold that evolution hasn’t much altered humans in the past 10,000 years. A new analysis of ancient DNA indicates that natural selection continued to shape hundreds of genes.
Fraud and the false optimism of AI for science
Don’t believe headlines saying that vaccine skepticism is widespread

Other:

The insider trading suspicions looming over Trump’s presidency
The “Messy” Plaintiffs Behind So Many Anti-Abortion Lawsuits
US EEOC Chair violated ethics rules halting LGBTQ cases, complaint alleges
DOGE Goes Nuclear: How Trump Invited Silicon Valley Into America’s Nuclear Power Regulator
The Incredible Shrinking MAGA
North Carolina Student Fights Accusation of AI Use. Wake County Public Schools faces controversy after three different AI-detection tools indicated a student’s assignment was partially generated by AI, while the student, an avid reader and writer, resents the accusation.
The Era of Citizens United Could Be Nearing Its End
IRS lacks transparent plans to leverage tech in the face of staffing cuts, GAO and employees say
The Short and Ridiculous Trial of a Protester Arrested in an Inflatable Penis Costume
Kash Patel Just Invited SPLC To Demonstrate Their Importance (and His Negligence)
OUR POOR, SUFFERING, ENDANGERED BILLIONAIRES
Federal Surveillance Tech Becomes Mandatory in New Cars by 2027
Donald Trump Lost In 2020. An Alarming Number Of His Nominees Won’t Say So.
Trump’s changes to Reflecting Pool worry preservationists, locals
Why Do the Democrats Keep Expanding the Institutions They Claim to Oppose?
Guerrilla art is flourishing in Trump’s Washington
Why the Supreme Court Justices Are Suddenly Casting Shade on Each Other
After a GOP loss in Virginia, a push to make D.C. square again
‘Zionism Led to Genocide. It Must Disappear’: Omer Bartov’s New Book Explores Where, Exactly, Israel Went Wrong
The tricks teachers are trying to fix students’ shortening attention spans
Peter Thiel has a new tool for intimidating reporters
When Israel and Aram Went to War, How Did the Biblical Shepherds Feel About It?
Pete Hegseth Adds New Weapon To American Warfighter Loadout: Influenza
Happy White House Correspondents’ Dinner Day
‘The Rockford Files’ Remains One Of Television’s Greatest Hangs
Notes on Access Journalism
Kash Patel’s futile quest for validation
Tony Dokoupil Is Still Eating Shit, Even If No One’s Watching
The Sisterhood of the Traveling Punks
Grievance Poisoning in the First Degree

Viasat wins $307 million Marine Corps satellite communications contract

Five-year MECS2 award covers multi-orbit, multi-band commercial satellite services worldwide

Swift reboost mission completes environmental tests

A spacecraft designed to raise the decaying orbit of a NASA astrophysics satellite has passed environmental tests ahead of a launch as soon as June.

Reading List 05/09/2026

Painted blast door at a Minuteman II missile silo, via Wikipedia.

Welcome to the reading list, a list of news and links related to buildings, infrastructure, and industrial technology. This week we look at trapped buildings, in-home data centers, cardboard military drones, Brightline’s potential bankruptcy, and more. Roughly 2/3rds of the reading list is paywalled, so for full access become a paid subscriber.

Housekeeping items:

In this week’s newsletter about how early inventions could have appeared, I flagged the safety pin as an invention that could have been invented much earlier, and would have been useful had someone thought of it. The major inventions list (which I sourced from Wikipedia) lists the invention date for the safety pin as 1849, but Claude thought there was no reason that the safety pin couldn’t have been invented as early as 500 BC. Turns out Claude was right, and safety pin-like devices were around 3000 years ago.

This raises my confidence in the rest of Claude’s timeline estimates.

War in Iran

Amazon says that repairs to its damaged Middle East cloud operations could take months. [Reuters] And Iran attacked a UAE petroleum complex. [Reuters]

The closure of the Strait of Hormuz has caused investors to funnel more funding into clean energy stocks. [FT]

Due to the risk of damage to undersea cables going through the Strait of Hormuz, hyperscalars like Google and Microsoft are buying capacity on fiber-optic cables strung alongside Iraqi oil pipelines as a backup. [Rest of World]

Housing

How many buildings are “trapped buildings” — buildings that wouldn’t be allowed to be rebuilt because they don’t meet modern code requirements, but also can’t be torn down or substantially modified because of historic preservation laws? [X]

Using AI as an interior design tool predates the modern AI revolution — I believe AI tools were being used for “virtual staging” of real estate listings before the rise of LLMs — but it’s worth keeping an eye on its progress. Homedesign.AI lets you reimagine some interior space by uploading a picture and having the AI modify it. [HomeDesigns AI]

I had to see this news item three or four times before I realized it was serious and not someone doing a bit. A startup is working on micro-data centers that can be installed in people’s homes, taking advantage of their extra electricity capacity. “Span is a California-based startup that originally launched with “smart” electrical panels designed to help homeowners save money on their electricity bills. Now, with the help of Nvidia, it has come up with something new — small, fractional data centers, or “nodes,” called XFRA units, that can be put on the side of residential homes and small commercial businesses. The idea is to take advantage of unused electrical capacity on local grids, which the Span smart panels can pinpoint.” [CNBC]

Manufacturing

The Wall Street Journal has a piece on Ford’s efforts to build a $30k electric truck, which despite the company’s enormous losses on EVs is still going forward. “With its new truck, Ford says it has eliminated thousands of feet of heavy copper wiring, cut out hundreds of parts and made it 15% more aerodynamic than its other pickups. The process included rethinking the assembly line, which Ford helped to pioneer. That process is traditionally iterative, slow and depends on scores of outside partners. On Ford’s new “assembly tree,” a modular system stamps out two massive, aluminum castings and a battery that get merged at the end of the process—closer to how Tesla and China’s automakers build EVs. “We’ve never blown the whole thing up before and just started over,” Coffey said. “If and when we build this, we will rewire Ford.”” [WSJ] And another similar article in the New York Times. [NYT] Presumably some PR firm is earning their keep getting these articles placed.

There’s lots of debate about how fast the economy might grow if we truly develop Artificial General Intelligence (AGI) that can do anything a person can do. The big divide in this debate tends to be between the economists, who think growth rates might be a few percentage points, and the technologists, who think growth rates might be vastly higher. Here’s an interesting contribution to the debate, an estimate of how fast the economy could theoretically grow based on analysis of actual industrial production rates. “In this post, I compute the maximum rate at which an autonomous AI economy could grow, once its production is concentrated in the sectors most important for self-replication. I take the conservative case for this calculation: full automation, but no other technological improvement. Using US input-output data, I find this economy could double in about a year…” One interesting item in this analysis: under this rate of growth, construction would be a much larger share of GDP than it is currently. [Defenses in Depth]

The NYT on Geely, the Chinese car manufacturer jockeying with giant BYD. “In an unexpected development, Geely beat BYD in sales in the first two months of the year and is rapidly broadening its lineup. Geely is now pushing overseas, more than doubling exports to Europe, the Middle East and elsewhere in the past year and taking on global rivals on their home turf.” [NYT]

Read more

Mothers Are Stretching Every Dollar — and Still Finding Ways to Care for their Families

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Mothers struggling with rising costs are taking on debt, cutting back on personal medical care, delaying rent payments and skipping meals so their kids can eat. Federal cuts are poised to make things worse.

Sherrah Hill, a mother of six, didn’t think a simple promise to her kids — that she would buy them ice cream with toppings to celebrate their good grades — could stress her out so much. But then she stood in one of the aisles of her local grocery store in South Florida, staring at a package of sprinkles priced at $8.

“Inside, I was dying because I was like, ‘How do I tell my kids that I can’t afford to get sprinkles for their ice cream?’” Hill said.

These are the realities that some mothers are facing as they grapple with the rising cost of many things in their lives, including consumer goods, food and the average price of gas.

But the tradeoffs run deeper than sweet treats. Recent survey data from No Kid Hungry, which works to end childhood hunger, shows that more than 2 in 5 mothers (43 percent) say they worry about whether they can consistently provide their children with healthy meals.

Other survey findings show 24 percent of all moms say they took on debt in the past 12 months, 23 percent say they worked extra hours or took on additional work, and 20 percent skipped a meal or ate less so their children could eat. Those figures are more pronounced for mothers who identify as lower income: 35 percent of those moms say they delayed payments, asked family and friends for help (33 percent) or accessed community support like food pantries (35 percent).

“What stood out to me the most is this idea of moms making tough sacrifices for their children’s well-being,” said Lillian Singh, senior vice president of Family Economic Mobility for Share Our Strength, which leads No Kid Hungry.

In Washington state, Ashleigh Ligon is trying to stretch her dollar. But it’s hard. She has five biological children and an adult son through marriage who has developmental disabilities and autism. She and her husband also have two sets of twins and a 7-year-old son who is allergic to several common foods, including peanuts, dairy and eggs. She can’t just buy him pre-packaged meat because most of it has seasoning on it. That means opting for fresh meats — and paying more for that.

“I have to buy him fresh chicken and fresh meat, fresh ground beef. The price of that is huge,” she said. “There’s times where my children want more and I have to feed them more rice or more starch or things that aren’t as nutritious to make sure that they’re full. I can’t necessarily give them as much meat as I would like.”

Ligon receives assistance through the federal government’s Supplemental Nutrition Assistance Program, or SNAP, which helps 1 in 8 low-income Americans feed themselves and their families. Last year, Republicans in Congress cut $186 billion from the program over 10 years — the largest cut in its 60-year existence. Emerging data on the impact of new work requirements shows a drop in enrollment across the country.

“It is overwhelming. I think after what happened at the end of last year, where benefits were cut off, I think it’s really built a lot of uncertainty about it,” Ligon, 42, said.

In Hastings, Nebraska, Sierra Edmisten, a single mom of four, waits for her kids to finish their meals to determine what she’ll have.

“It’s not necessarily not eating at that point, but it’s waiting to eat,” she said. “I’d much rather have the full nutritious meal going to them first, and I’ll find something else around the house to have afterwards.”

Kristin Rowe-Finkbeiner is executive director and CEO of MomsRising, a network of more than a million moms nationwide advocating for family policies. She recently testified during a “Moms Pay the Price” hearing hosted by the Democratic Women’s Caucus and the Mamas’ Caucus, calling on Congress to reverse federal funding cuts to areas including nutrition, healthcare and childcare.

Rowe-Finkbeiner noted that only 13 members of Congress have become mothers while serving in Congress and because of that, “it’s clear that they don’t understand what’s happening with their own constituents in America.” She added: “Traditionally, SNAP has had bipartisan support. But right now, we have out of touch Republican leaders who are looking at numbers and not the negative impact on people’s lives, in our economy overall.”

Edmisten used to be enrolled in safety net programs that helped offset the low wages she made caring for young children in a daycare and older people in hospice care. The 31-year-old has since transitioned to a better-paying job as a community organizer and that has allowed her to breathe a little easier.

That has started to feel precarious again. She’s rethinking meals and picking cheaper cuts of meat to cut down the grocery bill. She looks for food specials on bulk leftovers, which makes food planning for the week tricky. She finds herself calculating how her kids’ sports practices will impact how often she fills up her gas tank.

“If prices keep rising, what do I have to do next? It gets you back into that survival mindset a bit,” she said.

Hill, who is a full-time nanny, worries about what could happen if she faces an emergency expense.

“I’m paycheck to paycheck,” the 42-year-old said. “By the time I get my paycheck, I’m already negative because it’s already accounted for.”

Rowe-Finkbeiner called out the hypocrisy of the Trump administration supporting such cuts while claiming it wants more people to have babies. She mentioned reports last year of the administration considering motherhood medals.

“You can’t eat a motherhood medal. A motherhood medal doesn’t get you access to a doctor. A motherhood medal certainly doesn’t do childcare because the majority of moms have to go to work to put food on the table and a roof over their kids’ heads,” she said.

Still, the No Kid Hungry survey data shows more than 3 out of 4 moms say they remain optimistic about their children’s future.

Singh, from Share Our Strength, said her work brings her in close contact with community organizations across the country that help mothers. She has witnessed their collective power rise as they navigate a policy landscape that has cut supports or made them more unsustainable. They are more committed than ever in helping each other succeed.

“Moms oftentimes dream in threes,” she said. “They dream for themselves. They dream for their children, and they dream for their communities.”

Edmisten, who is running for city council in Hastings, said affordability is among the issues she’s talking about with potential voters. Her lived experiences are shaping those conversations.

Ligon, who is disabled, does advocacy work in her community. She said she gets joy from helping other parents learn to advocate for themselves through parent leadership workshops.

“I feel like there’s so many people walking around with fear and uncertainty — and I’m one of them — but I do a pretty good job of keeping it in and keeping myself logical and analytical. And so I think being able to be there for other parents, and being able to see other parents in like complete despair, and then have some hope” she said. “I think that makes such a big impact.”

This Mother’s Day, Ligon plans to watch her 9-year-old play basketball, then maybe have a picnic at the local park. Edmisten intends to watch her 8-year-old play flag football. Hill doesn’t have big plans, but she expects to hang out at home with her children.

“We can’t afford to do anything,” she said. “I’m going to enjoy being around them.”

This article about mothers struggling with rising costs was originally published by 19 News on May 8, 2026. Click to read original.


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The post Mothers Are Stretching Every Dollar — and Still Finding Ways to Care for their Families appeared first on DCReport.org.

A Deeper Dive into the Proxima Centauri Swarm

I’m always interested in how work on interstellar concepts gets funded. After all, although the Nancy Grace Roman telescope is now ready to fly, with a launch some time this fall, there was a real chance the project might get canceled along the way. Trying to predict what will happen to NASA’s budget is harder now than ever. Thus I followed Marshall Eubanks and team’s work on swarm technology missions to Proxima Centauri with interest, learning in their new paper that their NIAC funding continues along with a grant from Breakthrough Starshot’s Communications Group. That last is itself interesting, as communications was, I’ve been told, the toughest nut to crack in setting up swarm strategies for tiny sailcraft – a few grams each – for Proxima Centauri b. Some of this work was performed at the Jet Propulsion Laboratory as well.

Imagine our swarm as consisting of 1000 lightsails launched in a one-month window, boosted by the kind of laser array Breakthrough Starshot has advocated, an Earth-based installation high in the Chilean desert. The research team refers to these sailcraft as ‘coracles,’ a nod to a traditional bowl-shaped boat common to the northern British isles and Ireland. Reaching a velocity of 20 percent of lightspeed, the probes are to be assembled into a coherent swarm using drag from the Interstellar Medium (ISM). At these velocities, this flow of neutral and charged particles can shape them into coherency on the order of 100,000 kilometers transverse separation; i.e., perpendicular to the path of the swarm.

Image: Figure 3 from the paper. Caption: The beta-plane of a swarm flyby of Proxima Centauri b, with the swarm shown lying in that plane. (Note that the planned swarm dispersion is much smaller than is indicated in this artist’s impression, and that in practice the swarm will not be exactly centered on Proxima b’s position due to ephemeris errors.)

The individual probe is currently envisioned at 4 meters in diameter, and on the order of 10 mm thick (aerographene is a leading material candidate). The total probe mass is 3.6 grams, 2.6 of which is allocated to the laser sail. Instrumentation is placed directly on one side of the sail, a phase-coherent array of metamaterial flat optics. As shown below, it contains spaces for 169 smaller 200-mm annular apertures, although not all of these are necessarily used depending on the profile of the mission being flown. These optical apertures when combined produce the light collecting area for a single coracle approximating a 0.5 m telescope.

Image: This is Figure 4 from the paper. Caption: Oblique view of the top/forward of a probe (side facing away from the launch laser) depicting an array of phase coherent apertures for both imaging and for sending data back to Earth. Credit: Eubanks et al.

An earlier Centauri Dreams article Reaching Proxima b: The Beauty of the Swarm gives background particulars, but the concept is now being brought forward with a great deal more detail. Swarm concepts are useful because the high number of probes heightens the chances that some of the probes may move past both sides of the target for maximum coverage. It’s noteworthy that the authors, taking into account launch as well as voyage and encounter losses, assume only 300 of the original 1000 will be left for communications back to Earth. As we’ll see, some of the probes are to be ‘sacrificed’ as they serve the communications needs of the mission.

Working with the Medium

But let’s get back to the question of the interstellar medium. Each of the probes is to rotate 90 degrees at the end of the boost phase, the idea being to reduce erosion during the cruise phase by traveling edge-on. We have to get through the comparatively dense interplanetary zone before exiting into interstellar space – here it’s interesting that given the direction of Proxima Centauri from the ‘nose’ of the heliosphere, the movement through the heliopause should occur at roughly the same distances experienced by the Voyagers – 125.6 and 119 AU. We’re moving, of course, considerably faster, and at .20 c, exit the Solar System in less than four days. It took Voyager 2 41 years to make this passage. From the paper:

It is not possible to increase speeds with drag from the ISM wind caused by the probe’s velocity; we use ISM drag to implement a velocity on target technique, slowing down the later launched probes so that velocities come to match as probes approach each other. Once the solar system risk zone is passed this technique will be initiated by rotating swarm members into a “face-down” sail-side up configuration, increasing the drag by having the sail-side face into the ISM wind. In the face-down configuration, the main communications lasers on the instrumentation side will be facing the Earth, enabling high-bit-rate communications without exposing the instrumentation and electronics to ISM wind damage. Note that the first probe launched will not have to enter a facedown configuration, and the later launched probes will advance to join it.

So we have differential thrust between edge-on probes and face-on probes, the result being a swarm that is gradually assembled over 2.79 years. Remember that the plan is to boost the entire swarm into space in a period of no more than one month. The swarm begins to coalesce after launch because the launch velocity of each new probe is increased, allowing later-launched probes to catch up with earlier ones. The probes all return to an edge-on configuration after swarm assembly, coordinating communications through six lasers per probe.

Image: Leaving the heliosphere, we move into the interstellar medium’s gas, plasma, dust, cosmic rays, and magnetic fields. Can we use this ‘interstellar wind’ to shape the Proxima Centauri swarm? Credit: JHU/APL.

I mentioned above the attrition of the swarm along the route, which is not entirely due to encounters with material in the ISM. The authors also turn individual probes into a face-down configuration to manage data communications with Earth, creating higher drag that pulls them out of the swarm. Meanwhile, the 30 percent of the swarm thought to be remaining at the Proxima Centauri system can target Proxima Centauri b or break into sub-swarms, perhaps targeting other planets in the system. One week before the encounter, the first probes will rotate their instrument side into the forward direction of motion, relaying observations to the rest of the swarm. The entire swarm will go face-down after the encounter for relaying data to Earth. The data return phase is assumed to require no less than a year.

Bringing the Data Home

The communications problem vexed Breakthrough Starshot designers, so the solution posed here catches the eye. Among the options are having probes return data independently or, far better, creating a time-coherent swarm which sends communications pulses that arrive at Earth simultaneously. More challenging but perhaps the most worthy of future study is to create a sparse phased array for communication, one that allows swarm antennas to act as a single higher-gain antenna. The thin, ultra-lightweight optical elements are phase-locked to achieve a synthetic aperture of considerable size, but one that demands maintaining probe positions at the nanometer level. From the paper:

The advantage of this latter approach is that the synthesized beam pattern in the main lobe at Earth is equivalent to that of the single transmission reflector with area equal to the sum of the areas of all the probes, although this would be a sparse array and the beam shape would not be the same as the beam formed by a solid antenna with the same extent. Note that this approach would require maintaining the positions of the probe members at the few 100 nm level or better, roughly 6 orders of magnitude better than the time coherent swarm approach. We do not consider this last sparse phased array approach further in this paper due to the extreme difficulty of phase coordination across the swarm.

Image: This is Figure 2 from the paper. Caption: Artist’s impression of a Coracle approaching Proxima b (and reflecting the light of Proxima Centauri). The 12,000nm intra-swarm “Side Lasers” (see Subsection 6.3) are for intra-swarm probe-to-probe communications. Each round ring on the top (instrumentation) side of the sail visible here is the 200 mm annulus aperture of a folded optic camera (see Figure 6 and discussion) shared between imaging and communications with Earth at 432/539-nm. Conceptual artwork by Mark Garlick. (Note: Seeing other probes apparently nearby at encounter is artistic license!)

Data broker ‘agents’ can be used to filter and select data from the many terabytes collected during the flyby, managing the data return to Earth. In this way redundant data can be filtered out of the data flood, using what the authors call Observe-Evaluate-Select-Flood (OESF) loops, in which the swarm is essentially divided into nested sets of probes. This part of the concept deserves more attention than I can give it here, but it’s essentially applying an AI approach not only to managing collected data but also to analyzing imagery for further consideration. Even so, this statement pulled me up short:

Although the techniques of developing swarm coherence and agent-based data selection certainly require work, there seems to be no fundamental limitation to the return of gigabytes of data over interstellar distances with large swarms of laser-sail spacecraft.

I believe the statement is true insofar as we can come up with a solution consonant with physics to make this happen, but gigabytes of data with this particular mission concept seems too much to hope for. That’s the judgment of a layman, however, and it will be fascinating to see how these communications concepts play out in the literature as this project continues to be refined. The concepts here are ingenious, even startling, and deserve further investigation.

Moving into the Proxima Centauri System

The prospect of instrumentation in the Proxima Centauri system is exciting indeed. Given the number of probes entering this zone, the authors believe at least one is likely to pass within a single diameter of Proxima b, which would provide spectroscopic analysis of the planet’s atmosphere as well as imaging in considerable detail. Mapping of the surface on the day side of the planet would allow us to search for the so-called ‘vegetation red edge’ and any biology there. The search for biosignatures and technosignatures could get down to the level of features like coral reefs or even night-time city lights.

High-velocity flybys pose huge imaging challenges, given the needed length of exposure time and the movement of the planet in the field of view. The result: enormous image smear. To attack the problem, the authors point to Time Delay Integration (TDI), Velocity Shift Integration (VSI) and high dynamic range imaging (HDR), three techniques explained in the paper. The close flyby of Proxima b itself will last less than a minute. Note the ramifications of this not only on data return but the necessary computational resources of the swarm:

In 0.01 s the spacecraft would move ∼600 km, which, at a distance of 10,000 km… would cause noticeable distortions of the images being stacked; these are predictable and can be removed. Iterative HDR can remove rotations of the spacecraft during the image, correct for ephemeris errors during imaging, and also correct smearing due to objects with different relative velocities in the image plane. In a 10 second flyby with 106 mega-pixel images per second per aperture a single probe with multiple aperture arrays might obtain billions of images, mostly greatly underexposed. This will form the raw material for searches for small bodies and unanticipated features in the Proxima system. It will never be possible to send all of this raw material back to Earth; extracting as much useful information as possible from it after the encounter will be a major computational task for the probes in the swarm.

Image: This is Figure 1 from the paper. Caption: Artist’s impression of the approach of a swarm towards Proxima b; at this point, a few seconds before closest approach, the swarm could be examining the planet’s nightside for techno- or bioluminescence. (This image is based on the artistic work of Dr. Mark A. Garlick.)

Orienting the probes after the system flythrough to communicate with Earth, the swarm will be able to observe the Proxima system as it recedes and observe the interactions of the star’s heliosphere with its local interstellar medium (and recall the New Horizons imagery of Pluto after that spacecraft’s encounter). Moreover, a distant encounter with Proxima A and B will occur about a year after the Proxima Centauri event, although the approach as conceived here would be on the order of 10,000 AU. Planets in the habitable zone of both stars should be observable from this distance. Much better, of course, to have a separate Centauri AB flyby mission, but for now one system at a time.

Navigation will be difficult given that we need highly accurate ephemeris information – in other words, we have to know exactly where Proxima Centauri b is, an obvious point, but it’s problematic because given current data from Gaia, the possible error in the star’s proper motion amounts to a 260,000 kilometer error over the mission’s flight time. A better determination of Proxima b’s orbit is also critical, which is why the authors consider a possible precursor mission several years before the first swarm mission to improve the ephemeris.

I won’t list all the authors of this paper but many will be familiar to Centauri Dreams readers, including Jean Schneider and Pierre Kervella (Paris Observatory), Andreas Hein (I4IS/University of Luxembourg), Robert Kennedy (I4IS), Slava Turyshev (JPL) and Philip Lubin (UC-Santa Barbara). The kind of investigation mounted by this team is how we move the ball forward in interstellar studies. Drawing on recent work including the deep investigations of the Breakthrough Starshot scientists, Eubanks and colleagues have enlarged the speculative space especially in terms of communications and swarm computational options, all making an interstellar crossing in decades rather than centuries possible. This paper should be studied by anyone seriously following our increasingly refined strategies for making such a crossing happen.

The paper is Eubanks et al., “Science from the In Situ Exploration of the Proxima Centauri System,” available as a preprint.

5 Things to Know Before Betting on the Belmont Stakes in 2026

The Belmont Stakes closes the Triple Crown season and draws national attention from both experienced bettors and curious newcomers.

In 2026, the race, temporarily at Saratoga Race Course for its third straight year due to Belmont Park’s $455M reconstruction project, brings together elite three-year-old horses, and a fast-paced betting environment shaped by its shortened 1¼-mile distance and speed-favoring track.

For fans in the United States looking to engage with the event, preparation matters. Understanding how the race works, how odds are shaped, and how to interpret key data can improve decision-making.

This guide focuses on practical details that often get overlooked. Each section highlights what to familiarize yourself with before placing a wager so that choices are based on insight rather than impulse.

1. Know the Race Format

The Belmont Stakes retains its ‘Test of the Champion’ nickname despite running at Saratoga’s 1¼-mile distance (shortened from the traditional 1½ miles). This still makes it the longest Triple Crown race, fundamentally changing how horses perform and how bettors evaluate them.

Many entrants face this trip for the first time. Stamina remains critical, Saratoga’s tighter turns demand sustained effort earlier than Churchill or Pimlico’s layouts. Front-runners from shorter preps may falter without tactical positioning to conserve energy for the shorter-but-more-demanding stretch.

Saratoga’s track conditions play a key role in 2026. The venue features tighter turns and a shorter stretch than traditional Belmont Park. Horses with tactical speed and early positioning often excel here, particularly on its speed-favoring surface.

Pay attention to recent race schedules. Some horses arrive after running in both the Kentucky Derby and Preakness. Others skip one race and come in fresher. That difference can shape performance and should be part of any betting decision.

2. Understand Odds and Market Movement

Odds are more than numbers. They reflect public sentiment, expert opinion, and real-time betting activity. Before placing any wager, it helps to understand how these odds shift leading up to race day.

Early odds are usually set by bookmakers. As more bets come in, those odds adjust. Watching these movements provides insight into which horses are gaining attention.

When exploring betting on belmont stakes, pay attention to how odds change as raceday approaches and the field tightens. That movement can highlight which contenders are drawing the most interest ahead of race day.

Key elements to monitor include:

  • Opening odds compared to current odds,
  • Sudden shifts in shorter-priced horses,
  • Consistency in mid-range contenders,
  • Late changes close to post time.

Taken together, these movements reveal more than a final price alone. They help show where attention is building, which horses are holding market support, and where the strongest pre-race confidence appears to be.

3. Study Horse Form and Pedigree

Horse form refers to recent performance. It includes finishing positions, speed figures, and how a horse handled different track conditions. Reviewing this information helps build a clearer picture of consistency and adaptability.

Look beyond simple finishing positions. A horse that placed third in a fast race may have performed better than a winner in a slower field. Context matters.

Pedigree remains relevant for the 2026 Belmont Stakes at Saratoga. While the shortened 1¼-mile distance reduces the emphasis on pure stamina compared to the traditional 1½ miles, bloodlines with tactical stamina and sustained speed still provide valuable clues. Horses from distance-capable families tend to handle Saratoga’s demanding turns more effectively.

Consider how each horse has progressed over time. Improvement between races often signals readiness for a bigger challenge. Horses that maintain steady form without regression are often easier to evaluate.

Combining form and pedigree creates a more complete understanding of each contender.

4. Evaluate Trainers and Jockeys

Behind every horse is a team that shapes preparation and race execution. Trainers and jockeys play a critical role in the Belmont Stakes, and their history can offer useful insights.

Some trainers have a strong record in long-distance races. Others excel at preparing horses for peak performance at specific points in the season. Reviewing past Saratoga results can highlight consistent patterns.

Jockey experience also matters. Navigating a longer race requires patience and timing. Riders who understand Saratoga often position their horses more effectively throughout the race.

When reviewing participants, focus on:

  • Trainer’s success in Triple Crown races,
  • Jockey familiarity with Belmont Park,
  • Previous partnerships between trainer and jockey,
  • Performance in similar distance races.

Together, these factors can help clarify which horses are backed by experienced, well-matched connections. In a race as demanding as the Belmont, that kind of background can be an important part of the bigger picture.

5. Learn the Types of Bets Available

Betting on the Belmont Stakes goes beyond selecting a single winner. There are multiple wager types, each with its own structure. Understanding these options helps tailor your approach to match your preferences.

Straight bets are the most common. These include win, place, and show wagers. They focus on a single horse finishing in a specific position.

Exotic bets involve combinations of horses. These require predicting multiple outcomes within the same race. They can add complexity but also allow for more strategic selections.

Common bet types include:

  • Win a bet on a single horse,
  • Exacta: selecting the first two finishers in exact order,
  • Trifecta: predicting the top three finishers in exact order,
  • Superfecta: covering the top four finishers in exact order.

Each option requires different levels of analysis. Choosing the right type depends on how much detail you want to incorporate into your selections and how risk-tolerant you are.

What to Know Before Belmont Day

Preparing for the Belmont Stakes in 2026 involves more than following headlines or popular picks. It requires attention to race structure, careful review of data, and awareness of how the betting landscape evolves. By focusing on key factors such as distance, odds movement, horse form, and team experience, bettors can approach the event with clarity.

Taking time to understand these elements helps create a more informed perspective. Whether reviewing statistics or observing market trends, each step contributes to a stronger overall approach.


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Imagine the America We’d Have Without Decades of Interventionist Wars

Imagine It, but That Probably Leaves Out a Lot

Imagine how much better off we would be if over the last few decades we had not made mistakes of being overly aggressive and unwisely violent toward other countries. If we had gotten in and out of Afghanistan quickly. If we had not attacked Iraq needlessly. If we had been smart about Vietnam. If we had not interfered in Iran many decades ago, and then again threatened them in 2003? Without that threat Iran would have had much less motivation to acquire nuclear weapons. Imagine the savings in military expenses. The generally more peaceful international situation. The many thousands of young Americans who would be alive, or who would be whole. Imagine that and you’ve still just scratched the surface of how big the difference would be.

First, consider ways we could have behaved smarter. George W. Bush invading Iraq was a mistake, full stop. Afghanistan is murkier. You can read about the ways we meddled in Afghanistan for many years before the 9/11 attacks. It’s murky but leaves a legitimate question whether there would have been enough anger at America to have stoked the 9/11 attack if we had not been playing games there long before. If no such attack had happened then there would never have been a need to invade Afghanistan. Or when the attack did happen we could have gotten in and out quickly and figured out getting Bin Laden later, as ended up happening anyway.

In Vietnam, if we really adhered to our own principles then we would have concluded early on that the people there just wanted to be independent, and that which form of government they wanted was their choice. In the same vein we would have allowed the people of Iran to keep their duly elected prime minister rather than our overthrowing him. We would have let them elect who they wanted as their leader rather than our artificially keeping an unpopular Shah in power. Maybe they would have chosen other leadership and maybe that would have been relatively moderate, rather than blowing up in a full-on revolution by the most radical elements (the ’78 revolution led by Khomeini). If their history had played out like that then the situation of the U.S. and Iran being enemies would never have happened. Imagine what that would be like, if the U.S. had just never pushed Iran into seeing us as an enemy. They might have felt no compulsion to have nuclear weapons. Note that over those same decades many other countries in that region have not felt compelled to develop nuclear weapons.

There have been times we have been smarter and have benefited from it. When General MacArthur wanted to be overly aggressive and invasive in Korea President Truman removed him from leading that operation. We now have a problematic state in North Korea, but the wider, and likely longer and worse, war that MacArthur wanted to pursue would have created much more damage for all. Many criticized the first President Bush for quickly leaving Iraq after having pushed them out of Kuwait. Critics wanted him to overrun Iraq, remove Saddam Hussein, and transform Iraq into a more friendly and compliant state, as if that kind of thing has ever gone quickly or well (see Afghanistan.) But Bush ended Iraq’s invasion of Kuwait and then got out quickly, saving us and the region and the world from much worse results.

There are the obvious benefits we could have had: for example less military spending, and so many of our own people who would not have been lost or damaged, but there’s much more. What would we have done with that money instead? Be less in debt? Paid for day care? Reduced climate change? As for our dead and damaged, it’s not just that they would be here. For each one with long term serious damage, physically or mentally/emotionally, we have to spend tremendous amounts of money and time helping them, and even then we often fall short. So it’s a double loss. We not only spend time and money helping them, but we also don’t have them being productive people. By productive I don’t just mean producing work that makes money. I also mean their presence that would have made for better families, would have cared for their elderly, would have created situations that would have led to kids growing up better, would have been helpers in our communities.

As for the wider world, in a similar way, a more peaceful world is a more productive world, in all those same senses. Not only would we spend less on defense, many other countries could do the same. Look at what a productive nation Vietnam has become after we stopped making their entire country a war zone. Imagine a more peaceful Iran focused more on being productive. It might always have been a mixed picture in Iran, we don’t know, but it could have been better. A world of productive countries interacting with one another creates a whole different situation. Perhaps China would have stayed as a nonthreatening and fully participating member of the world community as it was in the ’90s rather than switching to feeling like it needed such aggressive posture. With fewer international conflicts there would also be fewer waves of desperate refugees, who put pressure on neighboring countries, or flood places like Europe until the locals get nervous and that creates societal divisions.

In that better picture perhaps the sense of faith in our own country would have remained stronger. More faith because of a better economy, and because of all those additional productive lives and what they would have contributed, and because of less stress on societal ties from controversial wars and all that comes with them. Perhaps there would be less frustration and less divisiveness, and all the repercussions we now have from that.

Just as war has far reaching effects, so does peace. War has ripples that go on very long after, continuing to inflict damage and waste and cost in ways that come as unforeseen surprises (countries becoming enemies, terrorist attacks, waves of refugees). Or they come in ways we don’t connect back to the source and so don’t realize the full cost. Just so, peace has ripples that reach far and continue without end. Countries that are relatively healthy and relatively peaceful allow people to just go on about their lives, creating benefits and improvements that we can’t even realize come from that peace.

Of course such a scenario might have just had different problems develop, but it certainly would have been better, probably much better. There is an enormous gap between how things would be if we had been wise at each of these steps versus where we are. All because of stupid actions. Actions like this current warring on Iran (we are not at war “with” Iran. We are committing war on Iran). It is a gap so far beyond what we are aware of, or that we can picture, that it is in the most literal sense, a challenging, difficult, fuzzily pictured, distantly viewed, hard thing to imagine.


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No, It’s Really Not a ‘Race to the Bottom’ on Redistricting

WASHINGTON, DC - MARCH 26:  A Fair Maps Rally was held in front of the U.S. Supreme Court on Tuesday, March 26, 2019 in Washington, DC. The rally coincides with the U.S. Supreme Court hearings in landmark redistricting cases out of North Carolina and Maryland. The activists sent the message the the Court should declare gerrymandering unconstitutional now. (Photo by Sarah L. Voisin/The Washington Post)

Callais, combined with today’s court ruling in Virginia, has jolted Democrats and sent commentators into bemoaning an accelerating “race to the bottom” and, to paraphrase Jeff Zeleny on CNN this afternoon, the end to norms that have organized American politics and redistricting for generations.

I’d like to offer a significantly different view of the situation. What we have seen over recent months is that Democrats have largely abandoned the mode of the last decade plus in which with one hand they fought the partisan battles of the day and with the other assume the mantle of defending the political norms Republicans have already destroyed. In other words, it was the responsibility of Democrats both to be contestants and referees. Republicans violated norms; Democrats tried to uphold them. That of course meant no partisan battle was ever on equal terms and Republicans almost always won them.

Through the redistricting battle and then with a thunderclap after the Callais decision Democrats have mostly abandoned this stance. There’s no race to the bottom beyond the simple fact that Democratic restraint has been removed from the equation. And that is a good thing. Democrats can release the enervating, demoralizing burden of being the custodians of an already-destroyed consensus.

As for the disappearance of norms for generations to come, that’s not true. Democrats allow too much by accepting that blasé condemnation of all sides in equal measure. Democrats have and continue to support a national anti-gerrymandering law, one that establishes a uniform set of standards which places the interests of voters first. This race to bottom ends the moment Republicans and Donald Trump agree to back the fair set of rules Democrats are already on record backing.

Again, the two sides are not on equal footing. One supports uniform and fair rules, putting the bacillus of partisan gerrymandering and neo-Jim Crow Republican politics back in its bottle. This is not some distant aspiration. It can be done by a vote of Congress and a presidential signature. The corrupt members of the Supreme Court may again abuse their power and claim that such a law is unconstitutional. That only demonstrates the need for reform of the Court. The aims of the two sides here are not equal. One embraces democratic practice, the other doesn’t. We don’t have to bemoan a “race to the bottom” in which there are no good guys and bad guys. The right path forward is a national, uniform set of standards putting voters of all stripes first. The only question is whether Republicans and their corrupt allies on the Supreme Court will let that happen.

Insta-Pod Coming

With the big news out of Virginia this morning, in addition to the fallout from the Callais decision, we decided that an insta-pod edition of the podcast was important to bring you up to date with what all this means. Kate and I recorded one about an hour ago and it should be in your podcast feeds this afternoon. So if you’re eager to unpack this barrage of news, Kate and I will be answering those questions in this emergency edition of the podcast.

Public Choice Outreach!

Just a few spots left! Lots of great speakers including Tyler, myself, Bryan Caplan, Robin Hanson, Jon Klick, Shruti Rajagopalan and more.

Please apply and encourage your students to apply.

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Markets, Morals and the Road Ahead: A Conversation with Dr. Vikas Shah about Moral Economics (on Thought Economics)

 Dr. Vikas Shah has published a post on his site Thought Economics, devoted to my imminently forthcoming book Moral Economics.  The long transcript combines a conversation we had together, interspersed with bits of the book itself, paraphrased to appear as part of the live conversation.

Markets, Morals and the Road Ahead: A Conversation with Nobel Laureate Professor Alvin Roth· by Dr. Vikas Shah 

"Roth’s new book, Moral Economics: From Prostitution to Organ Sales, What Controversial Transactions Reveal About How Markets Work (), is a tour through what he calls repugnant transactions — exchanges that consenting parties want to make but that others believe should be forbidden, often on moral or religious grounds. The territory ranges from sex, surrogacy and adoption to alcohol, drugs, blood plasma, vaccine challenge trials, kidney transplants and . Roth’s central argument is bracing in its calm: most contested markets cannot really be abolished, only relocated — driven underground, exported across borders, or left to operate informally and dangerously. The honest question is therefore not whether to permit such markets, but how to design and regulate them so that they command sufficient social support to work, and so that the costs and benefits fall in places we can defend. Markets, in his view, are tools to help decide who gets what; the work of moral economics is to keep asking, with evidence rather than absolutes, how those tools should be built. I spoke with him about the philosophical architecture of the book, the everyday paradoxes of repugnance, the lessons of kidney exchange, the controversies around vaccine challenge trials and assisted dying, and what new frontiers of moral contention the next generation of  — will force us to confront." 

The US military just released a bunch of UAP files, but there's no there there

There have been supposed alien sightings for centuries. These observations of "unidentified flying objects," or UFOs, have periodically surged, such as during the late 1940s and early 1950s as the Cold War began. There have been more sightings since the early 2000s, driven by advances in sensors and cameras that capture images in real time.

Over the last decade, since the work of a shadowy government program called the Advanced Aerospace Threat Identification Program was made public in 2017, there has been growing public pressure on the US government to release its files related to aliens. At the same time, UFOs have been rebranded as Unidentified Aerial Phenomenon, or UAP.

Amid the growing public outcry, the Pentagon and other officials have repeatedly stated that they have found no confirmed evidence of extraterrestrial beings or their technology visiting Earth. But we live in an era of conspiracy theories and an unbounded and increasingly unhinged Internet. No one trusts anyone. So there are plenty of people who believe aliens are real and the government is covering it all up.

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Rocket Report: Alpha Block 2 coming this summer; Falcon sets booster landing mark

Welcome to Edition 8.40 of the Rocket Report! One of the remarkable things about SpaceX is that, after a quarter of a century and becoming the most important launch company of this era, it remains a disruptive force. Even though the Falcon 9 is the most used rocket of the world, and groundbreaking in its reuse capabilities, SpaceX is actively seeking to make it obsolete with the Starship program. Stephen has a great story in this week's newsletter highlighting the fact that we're probably past the peak of the Falcon era of flight.

As always, we welcome reader submissions, and if you don't want to miss an issue, please subscribe using the box below (the form will not appear on AMP-enabled versions of the site). Each report will include information on small-, medium-, and heavy-lift rockets as well as a quick look ahead at the next three launches on the calendar.

Firefly readies for upgraded Alpha rocket launch. Firefly Aerospace plans to debut the upgraded version of its Alpha rocket late this summer, Space News reports. In a May 4 earnings call about the company’s first-quarter financial results, Jason Kim, chief executive of Firefly, confirmed the company was moving ahead with the Alpha Block 2 rocket after a successful return to flight of the original version of the vehicle in March.

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Self-fulfilling misalignment?

From Anthropic:

We started by investigating why Claude chose to blackmail. We believe the original source of the behavior was internet text that portrays AI as evil and interested in self-preservation.

And here is Alex Turner on the topic of self-fulfilling misalignment.  I raised this possibility some while ago in a Free Press column, and mainly was met with hostility.

The social return to a positive world view, and avoiding negative emotional contagion, never has been higher.

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Which way is Which way is


Barack Obama was a successful President

Photo by Pete Souza via Wikimedia Commons

I sat down today to write a post about how Barack Obama was a good President, and then I remembered that I already wrote it, back in 2022:

What’s funny is that back in 2022, I was aiming my defense of Obama at progressive critics, but today I was going to write in response to his conservative critics. And yet the post I was planning to write today is very similar to the one I wrote before.

The commentariat has a very interesting relationship with the 44th President. Obama is still incredibly popular — far more popular than Trump, Biden, Bush, or Clinton:

Source: Gallup

And yet among hyper-engaged politics enthusiasts, almost everyone bashes Obama. Progressives bash him for not being the left-wing hero of their dreams, moderate liberals bash him for not being successful enough at building the foundations for enduring Democratic electoral success, and conservatives basically view him as Satan.

The latter group of critics is by far the most rabid and irrational. The political right seems to have made up a fantasy Obama out of whole cloth to blame for everything that has gone wrong in America since 2008. Obama’s administration was probably the most scrupulously clean in American history — the exact opposite of Trump’s — and yet you see right-wing people claim to this day that Obama ran America like a Chicago political machine:

When Obama criticizes wokeness, as he frequently does, you see conservatives say wild things like this:

This is nonsense. Obama has never given a speech about “whiteness” that I’m able to find. In 2019 he was criticizing cancel culture, in 2020 he was bashing “defund the police”, and in 2021 he was back to criticizing wokeness.

In fact, Matt Yglesias wrote a very good thread about how Obama was a moderate:

And yet the ultra-woke leftist Fantasy Obama lives on in the right-wing imagination.

It was seeing these nonsense criticisms that made me want to write a pro-Obama post.

It’s always good to remind people of the facts. But ultimately the rebuttal to the right-wing anti-Obama revisionism should be the same as the rebuttal to the left-wing version: Obama was a good President who did lots of good policies. That’s why the bulk of the American populace remembers Obama fondly. And that’s why commentators of all stripes should discard their fashionable anti-Obama hipsterism and acknowledge the strengths — and the actual weaknesses — of our country’s last truly popular leader.

So anyway, here’s that post from 2022.


Among conservatives, it’s an article of faith that Barack Obama was a terrible President. But who cares — of course they’re going to say that. What’s more interesting is many progressives — not just leftists, but also mainstream liberalsalso regard Obama’s presidency as a failure.

To me, this is a case study in how expectations get over-inflated. In 2008, when I was a grad student attending Obama rallies, the atmosphere was electric. Stadiums were packed. Everyone had a T-shirt and a sign. In the lines outside, everyone was talking about how Obama Was Going To Change Everything.

I was pretty enthusiastic about Obama — I had the T-shirt and the sign too — but I remember thinking at the time that a lot of these people were bound to be disappointed. The fact that Obama was the first explicitly progressive President since at least Carter (and really since LBJ) didn’t mean that our economy was going to be transformed. And the fact that Obama was Black didn’t mean that racism was over in America. But I indulged the effusiveness, because I thought hope was always a good thing to have.

Now I’m wondering whether the inflated expectations of 2008 helped contribute to an overly pessimistic appraisal of Obama’s legacy more than a decade later. No, our economy was not fundamentally transformed, nor racial equality achieved. But as President, Obama really did produce an unusual string of accomplishments. He may not have justified the “hope”, but he really did bring some “change”.

The ARRA and the recovery from the Great Recession

Obama was dealt a very difficult hand coming into the presidency, for two reasons. First, we were in the middle of a financial crisis, and heading into the start of the biggest economic downturn since the Great Depression. Secondly, we were in the era of the unrestrained filibuster, which makes legislation much harder to pass than in FDR’s day even with a congressional majority.

But nevertheless, Obama came into office determined to do his best FDR impression. To be fair, George W. Bush and the Fed had already cooperated to halt the financial crisis with a series of bank bailouts and emergency lending programs. But Bush had been hesitant to go for big fiscal stimulus. Obama was not. As a percentage of GDP, the fiscal stimulus plan he passed through a reluctant Congress in 2009 was bigger than anything other rich countries were doling out:

Compared to the entire New Deal, the spending was not as large. But in terms of how much money it borrowed, Obama’s stimulus went beyond the New Deal:

How effective was this spending? Economic estimates of the effect of fiscal programs are always hard to gauge, since they depend on assumptions. But most researchers who looked into the matter concluded that the American Recovery and Reinvestment Act saved millions of jobs, with the infrastructure construction and green investment portions of the bill being particularly effective.

It’s certainly undeniable that the Great Recession ended up being much less painful than the Great Depression, despite being precipitated by financial shocks of approximately equal severity. Unemployment reached 25% in 1933, while unemployment and underemployment combined hit only 17% in 2009-10. And it took us only 6 or 7 years to recover from the drop in per capita GDP inflicted by the 2008 crash, while it took 11 years to recover from the Great Depression.

Of course, a lot of the credit also goes to the Federal Reserve here. But Obama’s bold fiscal action was part of the reason we got a lost half-decade instead of a lost decade. By 2014, the engine of American growth was humming again — and unlike in previous expansions, this time more of the fruits of that growth were going to the people at the bottom of the income distribution.

The ARRA also left behind positive long-term economic legacies that outlasted its recession-fighting effects. The spending fixed a lot of our creaking infrastructure. And its support for the solar and wind industries helped make those technologies cheaper, pushing them down the learning curve and paving the way for the cheap green energy revolution of the 2020s.

There have been three big criticisms of Obama’s recession recovery efforts. First, people allege that the stimulus was too small. Second, many complain that Obama failed to help homeowners enough, allowing massive middle-class wealth destruction. And some believe that Obama wasn’t tough enough on the culprits of the 2008 financial crisis, letting too many bank execs and managers stay in their jobs even after their institutions were bailed out.

I generally agree with these criticisms. Obama could have done better (at least, with a willing Congress). But the same is true of LBJ, FDR, or any successful progressive President in our history. The fact is, Obama’s stimulus had a big positive effect, it was significantly bigger than equivalent efforts in Europe, and it was bigger than anything George W. Bush or John McCain or Hillary Clinton would have done.

Obamacare

But Obama didn’t stop with recession-fighting; like FDR before him, he resolved to use a moment of crisis to make long-term progressive transformations to the way the U.S. economy worked. And one of the biggest problems with our economy was our health care system, which by 2009 was clearly failing us.

Obamacare was meant to be a compromise between national health insurance and the quasi-privatized patchwork mess of America’s existing system. It took its inspiration loosely from the so-called Bismarck Model of health care, where health care is universal but can be provided through either public or private insurers, and more directly from Mitt Romney’s health insurance reform when he was governor of Massachusetts. The main goal of Obamacare was to reduce the number of Americans without health insurance, and it succeeded in this goal:

The reform was not incredibly popular when it was first enacted, but gained popularity in the years after it went into effect:

Now, Obamacare is not a smashing success. It largely failed to restrain the upward trajectory of health care costs; in my opinion, high costs are our system’s biggest problem because they make it politically and economically difficult to increase spending or broaden coverage. A public option, which was dropped from the bill, would have given the government expanded leverage to negotiate down our anomalously high prices. And the Obamacare system did leave 10-11% of Americans uninsured.

But Obamacare is still a landmark achievement. It’s the most significant and sweeping health care reform since Medicaid in 1965. And with the complete failure of Bernie Sanders’ push for nationalized health care, Obamacare is also the most significant and sweeping health care reform we’re likely to see in the current political era.

And despite claims that Obama preemptively compromised away his leverage in a doomed effort at bipartisanship, Obamacare’s passage was a very close-run thing; the recent failure of the Build Back Better bill, and its replacement with the more targeted Inflation Reduction Act, should demonstrate that the ideological diversity in the Democratic party makes truly bold progressive legislation very difficult. FDR’s experience with the cancellation of his “Third New Deal” programs by Southern Democrats is another parallel here.

Dodd-Frank

One of these was the Dodd-Frank financial regulation bill. After the crisis of 2008 it was clear that finance needed to be reined in once again. Dodd-Frank, enacted in 2010, was a sweeping bill that transformed financial regulation in the United States. It created new government agencies — the Financial Stability and Oversight Council, the Orderly Liquidity Authority, the Office of Financial Research, and the Consumer Financial Protection Bureau. It endowed the Fed and the FDIC with new regulatory powers. And it created the Volcker Rule, which bans many kinds of proprietary trading by systemically important banks.

All of these measures were aimed at curbing the excesses of the pre-2008 financial system, and making sure that a similar crisis doesn’t happen again. Normally, it’s hard to evaluate the success of such restrictions, because crises that don’t happen are the proverbial “dog that didn’t bark” — if you wash your hands every day and don’t get sick, should you keep washing your hands, or stop? Etc. etc. The financial sector definitely seems to have calmed down and become less excessive since 2008, but this could also be due to the chastening effects of the crisis itself.

But in the case of Dodd-Frank, we can say a little bit more, because only a decade after the act’s passage we got the Covid shock. Yes, emergency lending programs kept the economy afloat, but there was no giant wave of defaults on bank loans even after the emergency programs ended. There was no overhang of toxic assets on bank balance sheets, whose uncertain value kept banks from lending and kept counterparties from knowing whether banks were solvent.

Meanwhile, banks are lending and business is booming. There was great fear that Dodd-Frank would lead to a decline in business formation, which had already been anemic for years. But new business formation started actually trending up after Dodd-Frank came into effect. And it spiked in the pandemic and has remained high since then:

Meanwhile, mortgage lending is robust and there has been another homeownership boom, but this time to borrowers with better credit than in the 2000s.

So the banking sector seems to be more robust, and it seems to be doing its job. I’d call that a win for Dodd-Frank and for Obama — and one that very few people talk about these days. Just like in the Depression, reining in an out-of-control finance sector seems to have had long-lasting salutary effects.

After the Tea Party: the Clean Power Plan and DACA

No President can do very much without the cooperation of Congress. FDR was stymied by a conservative Congress in the late 1930s, while Reagan was frustrated by Congressional Democrats. In 2010 the Tea Party Congress roared into power and made further big legislation impossible during Obama’s final 6 years in power. Obama was forced to fall back on executive-branch regulatory authority to make further policy changes, and this is simply much less powerful than Congressional legislation (as it should be).

But even so, Obama managed to get some important things done. There is a piece of un-passed legislation called the DREAM Act, that would shield from deportation anyone who was brought to America illegally as a child. This is an extremely popular idea, but nativists consistently manage to block the legislation in Congress. So in 2012, Obama used his regulatory authority to create the Deferred Action for Childhood Arrivals (DACA) program, basically refusing to deport anyone who would be protected by the DREAM Act if it passed. This protected hundreds of thousands of people from undeserved deportation.

In his second term, Obama also implemented the Clean Power Plan, which used regulatory authority to order states to reduce carbon emissions by whatever means they chose. The plan was canceled by Trump after just a couple of years, so it didn’t have a chance to make a big short-term impact on carbon emissions. But it probably did spur states to start taking a harder look at solar and wind power, which had come down in price enormously in the years before the plan was released. And it seems plausible that that nudge helped accelerate us toward the renewable transition that is now gathering force.

DACA and the Clean Power Plan were modest but real (and in my opinion, positive) achievements.

Domestic successes, foreign failures

On domestic policy, the combination of the ARRA, Obamacare, and Dodd-Frank represent greater policy accomplishments — and more progressive accomplishments — than any Democratic President since LBJ. They were done in 2 years, which is a lot faster than LBJ or FDR accomplished their reforms. And they were accomplished in the face of a difficult institutional environment, where the unrestrained filibuster makes it nearly impossible to pass truly bold legislation with a simple majority.

Overall, Obama effectively addressed the severe domestic policy challenges he inherited from the previous administration. He restrained the financial sector and cleaned up the damage it had done to the economy, restoring us to robust growth. And at the same time, he managed to make long-term headway on the hard problem of healthcare, while also using regulatory authority to effect minor progress on immigration and climate change.

I call that a major success on domestic policy. People who think Obama’s domestic record represents a failure are simply experiencing the letdown from their own impossibly high expectations.

On foreign policy, however, Obama’s record is more mixed. On the War on Terror, Obama was mostly successful — he killed bin Laden, extricated the U.S. from the pointless peacekeeping operation in Iraq, and drew down most of our presence in Afghanistan. He handled the emergence of ISIS effectively as well, leading to its relatively swift defeat. As a result, the War on Terror was effectively concluded, though of course terrorism as a military tactic will remain and Islamic fundamentalist regimes like the Taliban will not entirely vanish from the Earth.

On the Arab Spring and the wars that followed, Obama’s record is more mixed, but I’m not convinced there’s much more he could have done. U.S. appetite for further military adventures in the Middle East was nil. Obama gets criticized fairly equally for failing to intervene more in Syria and for intervening too much in Libya. So I don’t agree that this represents a dramatic failure for Obama, even though it was hardly a success either.

But it turns out that both the War on Terror and the Arab Spring were largely distractions from the true looming foreign policy threat — the reemergence of great-power conflict. Obama’s weak response to Russia’s seizure of Ukrainian territory ultimately ended up encouraging Putin’s further adventurism and leading to the current catastrophic war. In Asia, Obama refused to acknowledge the importance of Xi Jinping’s accession to power and the country’s concomitant aggressive, nationalistic turn. He remained overly enamored with the failed Clintonian idea that engagement would make China more progressive, and his “pivot to Asia” was too little, too late. Obama might possibly have used the exigency of the Great Recession to revive U.S. industrial policy and start competing effectively with China in high-tech manufacturing, but — apart from a few minor, halting efforts — he didn’t even really try.

He was so occupied with fighting the problems of the present that he wasn’t able to concentrate on the problems of the future. And so now we find ourselves racing to catch up.

But as I see it, the verdict on Obama on domestic policy has to be that he made great headway on the problems he inherited from Bush — a devastated financial sector, a collapsing economy, a large number of uninsured people, and a still-scary Islamist threat. He was a crisis President, and he beat back the crisis. The bitterness and regret that many progressives now feel toward his administration is a function of their own inflated expectations going in.


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Friday Squid Blogging: Giant Squid Live in the Waters of Western Australia

Evidence of them has been found by analyzing DNA in the seawater.

As usual, you can also use this squid post to talk about the security stories in the news that I haven’t covered.

Blog moderation policy.

Insider Betting on Polymarket

Insider trading is rife on Polymarket:

Analysis by the Anti-Corruption Data Collective, a non-profit research and advocacy group, found that long-shot bets—­defined as wagers of $2,500 or more at odds of 35 percent or less—­on the platform had an average win rate of around 52 percent in markets on military and defense actions.

That compares with a win rate of 25 percent across all politics-focused markets and just 14 percent for all markets on the platform as a whole.

It is absolutely insane that this is legal. We already know how insider betting warps sports. Insider betting warping politics—and military actions—is orders of magnitude worse.

The social media ban in Australia, how is it going?

In December 2025, Australia became the first country to ban youth under 16 years old from holding accounts on major social media platforms, a policy now under consideration in more than a dozen countries and in numerous states. Because social media use is inherently social, the effectiveness of a ban that is easy to circumvent may depend on whether compliance reaches a tipping point: a share of compliant peers high enough to make it optimal for individuals to comply themselves. We surveyed 835 Australian teenagers four months after the ban took effect and find that only about one in four 14–15-year-olds comply. The social environment around use has barely moved: most banned teens believe that their peers are still using banned platforms and cite social reasons for continuing use. Sustaining high compliance requires two ingredients: the share of compliers must be high enough and those who comply must find it preferable to continue complying. The current ban achieves neither. Teenagers report that they require roughly two-thirds of peers to stop using social media to stop themselves, far above the share currently complying. They also perceive compliers as less popular than non-compliers, so the more influential teens disproportionately stay on the platforms. Together, these patterns suggest that compliance is more likely to diminish than to rise. Sustaining higher compliance will likely require pairing the ban with instruments that act on social norms and individual incentives directly.

That is from a new NBER working paper by Leonardo Bursztyn, Angela L. Duckworth, Rafael Jiménez-Durán, Aaron Leonard, Filip Milojević, Christopher Roth & Cass R. Sunstein.

A few days ago I was talking with a very smart fifteen year old in Australia (really).  He was of the opinion that it was quite ineffective, though he noted he could no longer access LinkedIn.  I would note there are more stringent measures, requiring more governmental monitoring and control of the internet, that perhaps could have a greater effect.

The post The social media ban in Australia, how is it going? appeared first on Marginal REVOLUTION.

       

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Engineers at NASA's Jet Propulsion Lab make a breakthrough in rotor technology

A little more than three years since NASA's Ingenuity helicopter ended its pioneering mission at Mars, engineers at the Jet Propulsion Laboratory in California are designing next-generation Martian rotorcraft to carry heavier payloads longer distances through the planet's low-density atmosphere.

Ingenuity was a resounding success, becoming the first airborne platform to explore another world. The dual-bladed helicopter made 72 flights, overachieving NASA's original goal of five flights over 30 days, after delivery to Mars by the Perseverance rover. By the time the mission ended with a crash-landing in January 2024, Ingenuity had shown scientists a new way to explore other worlds, using air to travel longer distances and reach locations inaccessible to ground vehicles.

NASA plans to send three more helicopters to Mars on the SkyFall mission, which could launch as soon as late 2028. SkyFall is set to ride to the red planet aboard a nuclear-powered spacecraft named Space Reactor-1, or SR-1, one of the tech demo initiatives announced earlier this year by NASA Administrator Jared Isaacman.

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Friday 8 May 1663

Up very early and to my office, there preparing letters to my father of great import in the settling of our affairs, and putting him upon a way [of] good husbandry, I promising to make out of my own purse him up to 50l. per annum, till either by my uncle Thomas’s death or the fall of the Wardrobe place he be otherwise provided.

That done I by water to the Strand, and there viewed the Queen-Mother’s works at Somersett House, and thence to the new playhouse, but could not get in to see it. So to visit my Lady Jemimah, who is grown much since I saw her; but lacks mightily to be brought into the fashion of the court to set her off.

Thence to the Temple, and there sat till one o’clock reading at Playford’s in Dr. Usher’s ‘Body of Divinity’ his discourse of the Scripture, which is as much, I believe, as is anywhere said by any man, but yet there is room to cavill, if a man would use no faith to the tradition of the Church in which he is born, which I think to be as good an argument as most is brought for many things, and it may be for that among others.

Thence to my brother’s, and there took up my wife and Ashwell to the Theatre Royall, being the second day of its being opened. The house is made with extraordinary good contrivance, and yet hath some faults, as the narrowness of the passages in and out of the Pitt, and the distance from the stage to the boxes, which I am confident cannot hear; but for all other things it is well, only, above all, the musique being below, and most of it sounding under the very stage, there is no hearing of the bases at all, nor very well of the trebles, which sure must be mended.

The play was “The Humerous Lieutenant,” a play that hath little good in it, nor much in the very part which, by the King’s command, Lacy now acts instead of Clun. In the dance, the tall devil’s actions was very pretty.

The play being done, we home by water, having been a little shamed that my wife and woman were in such a pickle, all the ladies being finer and better dressed in the pitt than they used, I think, to be.

To my office to set down this day’s passage, and, though my oath against going to plays do not oblige me against this house, because it was not then in being, yet believing that at the time my meaning was against all publique houses, I am resolved to deny myself the liberty of two plays at Court, which are in arreare to me for the months of March and April, which will more than countervail this excess, so that this month of May is the first that I must claim a liberty of going to a Court play according to my oath.

So home to supper, and at supper comes Pembleton, and afterwards we all up to dancing till late, and so broke up and to bed, and they say that I am like to make a dancer.

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Rescue mission for NASA’s $500 million space telescope passes key testing milestone

Engineers from Katalyst stabilize their Link robotic servicing spacecraft as it moves into a vibration chamber at NASA Goddard on April 15, 2026. The vibration chamber simulated the intense shaking Link will experience during launch. Image: NASA/Sophia Roberts

A mission to prevent a $500 million NASA space observatory from meeting a fiery demise just passed a notable prelaunch testing milestone. The Neil Gehrels Swift Observatory, a spacecraft launched in 2004, is at risk of falling back through the atmosphere and burning up without intervention.

On Friday, NASA announced that the Link spacecraft, manufactured by Katalyst Space Technologies to intervene before Swift’s fate is sealed, completed its slate of environmental testing at the agency’s Goddard Space Flight Center in Greenbelt, Maryland. Testing in the Space Environment Simulator concluded on Monday, May 4, and the spacecraft returned to Katalyst’s facilities in Broomfield, Colorado, for additional, prelaunch testing.

“The Swift boost attempt is a fast, high-risk, high-reward mission,” said John Van Eepoel, Swift’s mission director at NASA Goddard, in a NASA press release. “Swift will likely re-enter the atmosphere sometime later this year if we don’t attempt to lift it to a higher altitude. Katalyst has gotten to this point in just eight months, and we’re glad they were able to use NASA’s facilities to test Link and draw on our expertise to help tackle questions that popped up along the way.”

Swift doesn’t have it’s own onboard propulsion system and would naturally decay in orbit over time. However, increased solar activity in recent years accelerated the lowering timeline for the observatory, dropping it from about 600 km to 400 km, with anticipated reentry in late 2026 without intervention.

That’s why in September 2025, NASA awarded Katalyst a $30 million contract to develop a spacecraft capable of docking with Swift and boosting its orbit.

Kieran Wilson, Link’s principal investigator at Katalyst Space Technologies in Flagstaff, Ariz., and Hunter Robertson, a space systems engineer at Katalyst, stand next to their spacecraft inside the SES (Space Environment Simulator) at NASA’s Goddard Space Flight Center in Greenbelt, Md., on April 17, 2026, ahead of thermal vacuum testing. During testing in the SES, Link fired its three ion thrusters, deployed one of its three arms, and experienced space-like hot and cold temperatures. Image: NASA/Sophia Roberts

“Given how quickly Swift’s orbit is decaying, we are in a race against the clock, but by leveraging commercial technologies that are already in development, we are meeting this challenge head-on,” said Shawn Domagal-Goldman, acting director, Astrophysics Division, NASA Headquarters, at the time.

“This is a forward-leaning, risk-tolerant approach for NASA. But attempting an orbit boost is both more affordable than replacing Swift’s capabilities with a new mission, and beneficial to the nation — expanding the use of satellite servicing to a new and broader class of spacecraft.”

“We’re in an unusual situation where the schedule dictates how much risk we’re willing to accept, rather than the other way around,” said Kieran Wilson, Link’s principal investigator at Katalyst. “The clock is ticking on Swift’s descent, so we have to find a balance between testing and problem solving that gives the mission the best chance of success.”

Swift is in an orbit inclined 20.6 degrees from the equator, which is why Katalyst selected Northrop Grumman’s Pegasus XL air-launched rocket in November to fly the mission.

“The versatility offered by Pegasus’ unique air-launch capability provides customers with a space launch solution that can be rapidly deployed anywhere on Earth to reach any orbit,” said Kurt Eberly, Director of Space Launch for Northrop Grumman. “The stringent mission requirements necessary to save the Swift observatory, including the unique low-inclination orbit and the tight mission timeline, all pointed to Pegasus being the perfect choice.”

The mission is set to launch in June. Link will first integrate with the Pegasus rocket at NASA’s Wallops Flight Facility in Virginia early in the month and then the company’s L-1011 aircraft will deploy the spacecraft from the Marshall Islands later in the month.

A graphical overview of the plan to extend the lift of NASA’s Swift observatory. Graphic: Katalyst Space Technologies

May 7, 2026

Today Tennessee state representative Justin Jones burned a Confederate battle flag in the rotunda of the Tennessee State Capitol in protest of the legislature’s redrawing of the state’s congressional district maps to erase the majority-Black 9th Congressional District. By cracking the city of Memphis into three pieces and joining them to white suburbs, the legislature turned all the state’s districts into Republican seats.

The actions of the Republicans in the Tennessee legislature are a direct response to the Supreme Court’s April 29 decision in Louisiana v. Callais, which found that in creating a second congressional district to enable Black voters to elect a representative of their choice, as mandated by the 1965 Voting Rights Act, the Louisiana legislature unconstitutionally took race into account when drawing the district lines. Although the Supreme Court’s clerk normally waits 32 days to finalize an opinion, the Supreme Court made the decision effective immediately to allow Louisiana, where the primary election was already underway, to redraw its maps.

Immediately, Republican-dominated state governments rushed to redistrict their states to eliminate majority-Black districts, thus slashing through Democratic representation in their states. As Khaya Himmelman of Talking Points Memo explained today, Louisiana’s Republican governor, Jeff Landry, immediately suspended a congressional primary election that was already underway in order to give Republican legislators a chance to change the maps to give at least one of the state’s two Democratic seats to Republicans.

Although a federal court injunction forbids Alabama from redrawing its maps before the 2030 census, Republican governor Kay Ivey called for the state to do so, and Republican attorney general Steve Marshall has filed an emergency petition with the Supreme Court to let the state revert to a map struck down in 2023 because it was racially gerrymandered.

Trump began this gerrymandering arms race last year, pressuring Republican Texas legislators to redistrict the state to help Republicans win the midterms and protect him from investigations and possible impeachment. As of today, Patrick Marley of the Washington Post noted, Republican-dominated legislatures in Ohio, Missouri, North Carolina, Texas, and Florida have redistricted to pick up Republican seats, while Tennessee, South Carolina, Louisiana, and Alabama are engaged in that process. In retaliation, Democrats have temporarily redistricted the states of California and Virginia.

Tennessee is now expected to send only Republicans to Congress. Just minutes after the Republicans cut Memphis into thirds to get rid of the voices of Black Democrats, Republican state senator Brent Taylor announced he was running for the new seat “to stand with President Trump and cement Tennessee’s conservative legacy for generations to come.”

In Tennessee, Representative Steve Cohen, who currently represents Memphis and who is the only Democrat in the Tennessee congressional delegation, posted: “And just like that, the TN GOP voted to enforce a racial gerrymander of Memphis and strip our city of effective representation for decades. Trump knows he HAS TO rig the game to keep his majority in November. And the TN GOP was willing to go along with it. It’s shameful. Next stop is the courts.”

The National Association for the Advancement of Colored People (NAACP) has already sued to block the redistricting.

Cohen is right that the Republicans recognize the only way for them to win going forward is to skew the maps so that Democrats can’t win, because right now, at least, the administration is a dumpster fire.

This morning, Warren P. Strobel, John Hudson, and Ellen Nakashima of the Washington Post reported that the Central Intelligence Agency delivered a confidential analysis of conditions in Iran that suggests the administration has been badly off the mark in its public statements about the war.

Although Trump insists that the war had been an overwhelming military victory and that Iran is suffering so badly from the U.S. military blockade it will have to cave to U.S. demands quickly, the CIA report assesses that, in fact, Iran can survive for at least three or four more months before having to deal with more severe economic hardship. The report also assesses that Iran still has about 75% of the mobile missile launchers it had before the war and about 70% of its missiles.

Trump has told reporters that Iran’s economy is “crashing” and that Iran was down to 18% or 19% of its former missile stocks.

The content of the analysis is important, and so is the fact that CIA analysts are sharing it with reporters, suggesting they are disturbed by the administration’s current trajectory.

The administration insists the war has “terminated,” meaning that it does not have to honor the 1973 War Powers Act that requires the president to either withdraw troops or get congressional approval for continuing military actions. Today the U.S. and Iran exchanged fire in the Strait of Hormuz, with Iran firing on three U.S. destroyers and the U.S. firing on two ships entering the strait.

While the Iranian military called the strikes a violation of the ceasefire, a U.S. official told Barak Ravid and Dave Lawler of Axios that the exchange did not mean the war had resumed. This evening, the president told Rachel Scott of ABC News in a phone call that the ceasefire is still in effect and “the retaliatory strikes against Iranian targets are just a ‘love tap.’”

As the national average for a gallon of gas hit $4.56 today, the British energy giant Shell announced its profits were up 24% in the first three months of 2026. This amounted to almost $7 billion, more than twice what Shell made in the previous quarter.

In the Wall Street Journal, John Keilman reported today that Whirlpool, which makes refrigerators and washing machines, said the Iran war has caused a “recession-level industry decline” and that Americans should expect to pay higher prices for appliances going forward.

While experts say there were about 14 million undocumented immigrants in the U.S. in 2025, Trump border advisor Tom Homan told the Fox News Channel today that there are “well over 20 million” undocumented immigrants in the U.S. and “we’re going to do everything we can to arrest as many people as we can.”

But a new Pew poll shows that 52% of Americans already think Trump is cracking down too hard on undocumented immigrants. Politico adds that that number includes about a quarter of the people who voted for him in 2024. It also includes 67% of Latino voters, who had swung toward the Republicans in 2024.

Those poll numbers came before today’s story by Lisa Song, Maya Miller, Melissa Sanchez, and Mariam Elba of ProPublica identifying 79 children injured by tear gas or pepper spray during immigration encounters. While the reporters documented federal agents throwing tear gas and shooting pepper spray into crowds, the Department of Homeland Security said the fault for the children’s injuries lies with “agitators” and parents who put their children in harm’s way. “DHS does NOT target children,” it said.

The journalists assess that their count of 79 injured children is “likely still a vast undercount.”

Americans are paying dearly for the administration’s detention of immigrants. Just today, Patricia Mazzei and Hamed Aleaziz of the New York Times reported that the administration of Florida governor Ron DeSantis is talking with the Trump administration about closing the Everglades detention center known as Alligator Alcatraz. The center has been called unsanitary and inhumane since it opened about ten months ago, yet the cost of housing its 1,400 detainees is more than $1 million a day. DeSantis has asked for $608 million to run the camp for a year.

And then there are Trump’s increasingly high profile attacks on the pope. Pope Leo XIV is the first pope from the United States, and Trump seems determined to challenge him. The pope has spoken out against inhumane treatment of migrants and has called for peace through diplomacy, an observation Trump has taken as criticism of his war on Iran. Last week, Pope Leo appointed Bishop Evelio Menjivar-Ayala to become the new bishop of West Virginia. Menjivar-Ayala was once an undocumented immigrant himself.

Trump posted last month that Pope Leo was “WEAK on Crime, and terrible for Foreign Policy,” and he has continued his attacks, saying Monday: “The pope would rather talk about the fact that it’s OK for Iran to have a nuclear weapon, and I don’t think that’s very good. I think he’s endangering a lot of Catholics, and a lot of people, but I guess if it’s up to the pope, he thinks it’s just fine for Iran to have a nuclear weapon.”

As Sarah Ewall-Wice reported in the Daily Beast, Pope Leo responded indirectly, noting that “[t]he mission of the Church is to preach the Gospel, to preach peace. If anyone wants to criticize me for proclaiming the Gospel, let them do so truthfully.” He continued: “The Church has spoken out against all nuclear weapons for years, so there is no doubt about that.”

Secretary of State Marco Rubio was at the Vatican today to ease tensions. The visit did not go particularly well. While Rubio gave Pope Leo a crystal football with the seal of the State Department, Pope Leo gave Rubio a pen made from the symbol of peace: olive wood. The Vatican’s statement did not suggest the men found much common ground, saying the meeting included “an exchange of views regarding the regional and international situation, with particular attention to countries marked by war, political tensions, and difficult humanitarian situations, as well as to the need to work tirelessly in support of peace.”

And finally, today the president himself is in the news…or, rather, out of it. Trump, both of whose hands have been covered in makeup lately, apparently to hide bruises, was supposed to have a meeting today with President Luiz Inácio Lula da Silva of Brazil at 11:15 that was open to the press. The reporters waited three hours, but the event never happened. At 1:22, Trump’s social media account simply posted that “[t]he meeting went very well” and that representatives from the two countries would continue to meet.

Notes:

https://talkingpointsmemo.com/the-franchise/the-red-state-scramble-to-gerrymander-away-black-electoral-power-has-been-more-blatant-than-youd-expect

https://www.scotusblog.com/2026/05/court-gives-immediate-effect-to-voting-rights-act-decision/

https://www.washingtonpost.com/politics/2026/05/07/tennessee-redistricting-voting-rights-black/

https://www.washingtonpost.com/national-security/2026/05/07/cia-intelligence-iran-trump-blockade-missiles/

https://www.axios.com/2026/05/07/us-iran-hormuz-strait-fire-exchange

https://www.cbsnews.com/news/gas-prices-iran-war-california-highest/

https://www.nytimes.com/2026/05/07/business/shell-profit-oil-iran-war.html

https://www.wsj.com/business/earnings/the-iran-war-is-crushing-whirlpools-profitsand-higher-prices-are-coming-98dd10bc?mod=hp_lead_pos4

https://www.pewresearch.org/race-and-ethnicity/2025/08/21/u-s-unauthorized-immigrant-population-reached-a-record-14-million-in-2023/

https://www.pewresearch.org/short-reads/2026/05/04/about-half-of-americans-continue-to-say-trump-administration-is-doing-too-much-on-deportations/

https://www.politico.com/news/2026/04/18/immigration-poll-trump-deportation-campaign-00879549

https://www.propublica.org/article/kids-tear-gas-trump-immigration-crackdown

https://www.nytimes.com/2026/05/07/us/florida-alligator-alcatraz-possible-closure.html

https://www.theguardian.com/us-news/2026/may/01/pope-former-undocumented-immigrant-bishop-west-virginia

https://www.thedailybeast.com/vatican-humiliates-rubio-after-his-tense-summit-with-pope/

X:

RepCohen/status/2052481665080213523

rachelvscott/status/2052515580784066672

Bluesky:

thetnholler.bsky.social/post/3mlbr3rujp22j

thetnholler.bsky.social/post/3mlbzafdxlc2o

atrupar.com/post/3mlbzjftyi726

macfarlanenews.bsky.social/post/3mlc7hlbg4c2f

atrupar.com/post/3mlbtcaned22r

atrupar.com/post/3mlbtm7xonk2r

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Politics Chat, May 7, 2026

Politics Chat, May 7, 2026

Ask Almost A Doctor: The World Is An LLM Edition

If you have questions, you can email me at eryneym@gmail.com, DM me on Twitter or Substack. Or put them in the comments below!

Also, none of the below constitutes medical advice. (Seriously. This is not medical advice - Ed.)

Oh, and thanks to Kylie Robison for editing.

Enjoy.

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Marshm @marshm1 (via Substack)

What is the current state of virtual cells and working all the way up to virtual bodies that serve as useful models to test out new drugs, treatments etc? Can we ever really simulate biology bottom up in enough detail to be useful?

It is not feasible for me to answer whether cell foundation models are ever going to be useful. A better question is to ask what kinds of things these models can be useful for.

Invention shapes how we see the world, so naturally everything has to like, totally be a language model, man. For readers who don’t know, virtual cells and cell foundation models are AI systems trained on single cell (mostly RNA sequencing) data with the aim of learning some latent “language” of biology. These models are built on two types of data: massive atlases of cells just existing in their natural state, and perturbation data. The second kind of data is generated by taking cells, applying some condition (a drug, a CRISPR edit, environmental variable, etc), and sequencing them to see how they react. Don’t call it perturb-seq, though, since that’ll upset cell model makers. It’s important you know that this is a special thing.

I didn’t really have an answer prior to your question, but this was a great excuse to do a little experimentation to answer a very narrow aspect. The short answer, if you want to skip forward through a ton of work I did with Dr. Claude and Dr. Codex, is that I think eventually virtual cells will amount to something of substance for specific questions – like whether some binding event happens – just not every question.

I’m spending the next few months doing various things in clinical oncology, so I was curious to know whether current frontier cell foundation models could answer something pertinent to cancer. There’s a drug called Dabrafenib. It targets a mutation in the BRAF gene, V600E, that shows up in about half of all melanomas and a meaningful chunk of colorectal cancers. In melanoma, it works well enough that it got FDA approval. Response rates around 50%. In colorectal cancer with the exact same mutation, it basically does nothing (response rates around 5%).

Could a frontier virtual cell model have predicted these outcomes before a trial?

The model I used to dig into this is STATE from the Arc Institute, trained on the Tahoe dataset of drug perturbation responses across hundreds of conditions. You give it a cell’s baseline expression profile across 2,000 highly variable genes and a drug label, and it outputs a predicted post-treatment expression profile. I (with help from Drs. Claude Code Max and Codex) pulled the baseline single-cell RNA data from CellxGene Census composed of 300 melanoma cells from skin biopsies and 300 colorectal cancer cells filtered to primary tumors. The measurement is a delta that captures predicted post-drug expression minus a control, log-normalized, averaged across all 2,000 genes. In the simplest terms, it basically flattens a biological experiment down to one number that answers how much a drug alters a specific cell’s transcriptome.

Source, I made it

To my surprise, STATE did pick up a difference! Dabrafenib produced 46% more transcriptional disruption in melanoma than in colorectal cells (mean Δ of 0.21 vs. 0.14, as seen in Panel 1). Zooming into melanocyte identity genes specifically (DCT, TYR, GPM6B, CDH19), the model predicts Dabrafenib knocks all of them down by more than a log unit in melanoma (Panel 2). On the surface, that looks like the model correctly reading that Dabrafenib is doing something specific in a BRAF-dependent melanocyte lineage.

But we do REAL SCIENCE here, so I did add a control. I ran the same experiment with Erlotinib, an EGFR inhibitor that washed out in Phase 2 melanoma trials because EGFR isn’t a meaningful driver there. STATE predicted nearly identical results to the clinically useful drug Dabrafenib, showing 47% more disruption in melanoma along with the same suppression of melanocyte identity genes, and a gene-by-gene correlation of R = 0.847 for both drugs across all 2,000 genes (Panel 3). To me, it seems like the model wasn’t predicting drug mechanisms but more so doing some reading of cell-type context. Put differently, based on the way STATE understands the world, melanoma cells just respond louder to perturbations than colorectal cells do. It then follows that the results are what they are. Therein is the problem with cell models – it requires generalizing in a way that language models just aren’t able to do right now.

Is this solvable? I don’t know. Probably depends on whether you think LLMs can achieve artificial superintelligence. In any case, I hope this gave you a sense for what kinds of questions are interesting to answer with cell foundation models, and maybe a glimpse at the frontier.

You can find all data wrangling and code associated with this experiment here.

Christie @GetMentalWealth (via Twitter)

Do you think the future of brain disorders (Parkinson’s to schizophrenia) is curing them? Or getting very good at screening and treating them more effectively?

I am weary of using the word “cure” when talking about any chronic disease, but I think that long-term treatment options could become viable for some degenerative conditions soon. I should also say that I think Parkinson’s and schizophrenia are very different diseases, and the things that will enable a Parkinson’s “cure” will not provide much for people dealing with psychotic conditions.

Where biomedical science has succeeded is mostly in the world of cell engineering, which is very helpful when it comes to replacing lost cells in the body. Parkinson’s happens because some people lose a particular subset of neurons in their brain that leads to the classic rigidity, tremor and less commonly known psychiatric symptoms of the condition. Since the lack of a very specific cell type in a very specific location drives the disease process, it then makes sense that replacing these lost neurons should fix the disease, which actually has happened in some patients. Ashlee spoke with the CEO of a company working on this with some success, so I’m hopeful we can replace lost cells, but the degeneration will still continue. Considering that the average patient is diagnosed somewhere around 65 years old, it’s up to you whether you would consider replacement a cure, if those cells only last 5-10 more years. To me it isn’t, but maybe that’s semantics.

The important point about Parkinson’s is that, while we don’t understand the exact reason the substantia nigra die, we at least know that the cells are disappearing. It’s not everything, but it’s not nothing, either. That brings us to schizophrenia.

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Schizophrenia is an unfortunate case where we don’t understand the mechanism enough to have a plausible path towards a cure. It’s a disease with both symptoms that are “added” to a person’s reality, termed positive symptoms in the medical community (hallucinations, delusions, disorganized behavior) and symptoms that take away from someone’s reality, called negative symptoms (flat affect, depression, social isolation). Most antipsychotics work via dopamine receptor blockade, which work fairly well at managing positive symptoms. About 70% of all patients experiencing a first time psychotic episode will get relief from the current crop of drugs. Unfortunately we don’t have great solutions at handling negative symptoms. The end result is that patients might not have hallucinations, but they still struggle to hold down a job or feed themselves due to the underlying cognitive architecture inherent to their disease. I have yet to see anything even directionally close to something that can help us both understand an individual’s neuron architecture, let alone rewrite it reliably.

Gviv @Gviv (via Substack)

What does water/dehydration do to the brain at a cellular level?

I just sat for the second part of my US Medical Licensing Exam and this one was actually considered a “high-yield” (meaning high chance of seeing it on the exam) topic. The first thing to understand is that electrolytes dictate fluid dynamics in the body much more than water itself.

Dehydration triggers a shift where water moves from the intracellular space to the hypertonic extracellular environment (blood vessels). In the brain, this results in acute cellular shrinkage as water exits neurons through specialized aquaporin channels. Because the brain is physically constrained by a rigid skull, this sudden volume loss creates significant mechanical tension on the bridging veins that anchor the brain to the dural membranes. If the shrinkage is rapid or severe enough, these vessels can rupture, resulting in an intracranial hemorrhage. The end result is mechanical stress that manifests as basically anything from lethargy to seizures.

You didn’t ask, but I think it’s interesting to consider the clinical implications of correcting this. To defend its volume during prolonged dehydration, the brain initiates a compensatory synthesis of other chemicals (organic solutes like taurine, glutamine, and inositol). These molecules increase the intracellular osmolality to match the salty environment of the blood, allowing the brain to pull water back into the cells and restore its volume. However, this adaptation creates a dangerous osmotic trap during medical intervention. If free water is replaced too quickly with intravenous fluids, the extracellular fluid becomes hypotonic compared to the solute-heavy interior of the adapted brain cells. Water then rushes into the neurons with enough force to cause massive cerebral edema and potential brain herniation. This necessitates the “high-yield” clinical rule of slow sodium correction, ensuring the brain has sufficient time to shed its protective osmoles and avoid a catastrophic rebound in pressure.

Now you’re ready to sit for Step 2.

Jonathan Whitaker @johnowhitaker (via Twitter)

Did DNA synthesis costs stall? What would it take to make laborious cloning obsolete, and when do you think that might happen?

You have no idea how much I hate molecular cloning. It is so pointlessly tedious, but it used to be way worse. Today we have basically idiot proof enzymes that are so efficient I’ve actually managed to stitch things together that shouldn’t actually work.

Though I’m sure it’s possible to get more efficient than Golden Gate or Gibson Assembly, the real gain I think will come when there’s a CRO you can shoot over a large sequence to and say “make this for me.” What that actually would entail is 1) a really good automated lab and 2) cheap synthesis. In my mind, the question becomes whether cloning is needed in a world where synthesis is extremely cheap.

Cloning emerged as a molecular solution to the problem of wanting to recombine and edit existing strands of DNA you have on hand to make other things. This is useful in situations where you have some “base” you like but want to modify just a portion of it in many different ways. You basically strip away the part you want gone, and add in stuff to replace it. This is necessary because as of right now it is not economically or technically feasible to synthesize massive strands of DNA.

It’s not an interesting answer, but I just don’t see how the tedium of the process can disappear without at least having a substantially better (1) than exists in the US or China, and likely (2). Hopefully someone in the US will solve that first, but if not I’m sure the Chinese CROs are on it.

Nicole @elocinationn (via Twitter)

(paraphrasing) Could you eradicate mosquitoes with EMF?

I was really excited to learn about the EMF remote-controlled mice described in a paper that made the rounds a few weeks ago. I was less excited to learn that it might have been faked. I will defer to my friend Richard Fuisz (and guest of Core Memory) here on the specifics, but it looks like maybe some fraud might be happening.

Let us assume for a moment that it is completely real, and think through what it would take to implement such a thing in mosquitoes. For context I worked on engineering mosquitoes as a member of George Church’s lab at Harvard, and published a couple papers on designing new ways of using CRISPR/Cas9 to suppress mosquito populations. Unfortunately, these approaches largely haven’t scaled. There are many reasons for that, but the biggest one is finding a way of propagating a designed gene – EMF sensitivity, in this case – through a wild population. When that happens we call it a gene drive.

I’m not going to describe the whole thing, as I’ve already done that elsewhere, but the gist is that we can edit mosquito embryos with CRISPR/Cas9 such that the adults that emerge from those embryos have traits we consider desirable for disease control (see figure above for how that works).

The biology hasn’t quite caught up to the engineering plans, though. There are some groups that have successfully demonstrated the ability to drive a gene through a caged population, but it isn’t clear that the gene in the EMF paper has a mosquito-analog. That’s potentially solvable with engineering. Another critical problem is that adult mosquitoes have very particular mating dynamics. They are extremely sensitive to deleterious effects of inserting large genes (which gene drive constructs are) into mosquitoes. Adults come out of this with small wings, thin cuticles, and other stuff, all of which gets them eventually kicked out of the wild population. Hard to build a sustainable gene drive if that’s how your construct is. Also probably resolvable, but much more of a pain than mosquito nets or insecticide coated paint.

To directly answer your question, my guess is this is possible, but likely not going to work as well as we need it to. Buy some DEET and lock in for the summer. Pro tip: if you notice some bites on your body, place a warm rag over the area for a few minutes – it helps kill the swelling.

Thanks for reading Core Memory! This post is public so feel free to share it.

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California

Woke up this morning to a horrible, gut-stabbing text about Virginia. Then saw this

It’s awful.

I’m not gonna try and sugarcoat it, or make people feel better, or spew some Rachel Platten anthem. What is happening, right now, in the United States of America is nothing short of a kidnapping of democracy.

I know this sounds naive, but for much of my life I believed in the ultimate goodness and decency of people. Like, yeah, you’re a conservative Tennessee congressman. Yeah, you like Donald Trump. But no way would you strip Memphis (a city that’s uber liberal and 65-percent Black) of its governmental representation. Right, like nobody would ever, ever be that awful?

Right?

Right?

Sigh.

So here we sit. An absolutely evil man as president. A bunch of spineless, access-to-power-consumed losers surrounding him. Judges who can’t even admit the results of the 2020 president election. Corruption, power, authoritarianism, cruelty. It’s all right there; all bubbling to the surface; all a harsh reminder that—no, the ultimate goodness and decency of people is not a guarantee.

So how do we, the Truth OC community, survive? How do we manage?

For me, it’s one word: California.

Beautiful, amazing, awesome, liberal California.

I love this state. I love this state’s politics. I love the ocean. I love the hiking. I love driving along the Pacific Coast Highway. I love a breakfast burrito at the Orange Inn. I love hearing the birds, seeing the blooms, catching an Angels game for $5 (seriously—five bucks!) and sticking around for the fireworks. I love the expansive parks, I love the sunsets, I love my neighborhood.

I fucking love California.

And if that means, for my mental sanity, I sometimes have to divorce myself from the United States of America … from the racism of Tennessee … from the ignorance of Alabama … from the gluttony of Mar-a-Lago … from the efforts to wipe out progress …

If that means I sometimes have to remind myself that, in many ways, my nation is California; my people are Californians; my heart is here, my love is here …

… well, that’s OK.

We live in America.

But, right now, I am a Californian.

PS: In the comments, tell me stuff you love about the state. Please.

American Conversations: Georgia Supreme Court Candidates Jen Jordan & Miracle Rankin

Gerrymandering Arms Race

Hidden Costs

Unlocked Repost: Curing U.S. Health Care, Part I

Content on this Substack is free 6 days a week; the Sunday primers, which are an immense amount of work, are the only exceptions. But I will make some primers free with a lag, starting with the first installment of my health care series.

In 2008, much to their own surprise, leading Democrats unified around a program of major health care reform. Policy wonks had spent years developing the concepts behind what eventually became Obamacare; big Democratic victories in the 2006 midterms and the prospect of controlling both Congress and the presidency made it possible to imagine turning those ideas into reality. During the Democratic primary, Hillary Clinton and Barack Obama advocated similar plans, based on those ideas, for expanding insurance coverage.

And it happened! The Affordable Care Act was enacted in 2010. When it was fully implemented in 2014, millions of Americans got health insurance:

A graph with a line going up

AI-generated content may be incorrect.

Impressive as the raw numbers are, they don’t tell the whole story. Before the ACA, even upper-middle-class Americans often found it impossible to get health insurance if they had pre-existing medical conditions. Many Americans were trapped in jobs they wanted to leave but couldn’t for fear of losing their employment-based coverage. Meanwhile, dire predictions from the usual suspects about runaway costs proved wrong. In fact, overall U.S. medical spending has grown much more slowly since the ACA was enacted than before.

But the U.S., alone among advanced nations, still falls far short of providing universal health care. As you can see from the chart above, 8 percent of the population was still uninsured in 2024, a number that is set to rise over the next two years as a result of Republican policies. True, many of the uninsured in 2024 were undocumented immigrants, who we don’t try to cover. But there are still a lot of uninsured. Moreover, a significant number of Americans who have health insurance are in fact underinsured. As a result, they are at risk of incurring devastating healthcare costs and are sometimes forced to forgo needed care. This number is set to rise sharply in the next two years as a result of Republican policies adopted under Donald Trump.

And not only is the U.S. unique among advanced countries in its under-provision of health care coverage, it also incurs by far the world’s highest healthcare costs per capita.

So now may well be a good time to get behind a new push for major health reform — an effort, if you like, to finish the job begun under Obama.

Today’s primer is devoted to the economics of health reform. During his failed effort to repeal the Affordable Care Act, Donald Trump famously complained, “Nobody knew healthcare could be so complicated.” Actually, we did know — and it’s not that complicated. Health economists understand the principles very well. And because health policy varies greatly among advanced nations, we know a lot about what works and what doesn’t.

This will be the first in a series about health reform. Beyond the paywall I’ll address the following:

1. Why markets can’t be trusted to deliver healthcare

2. Routes to universal healthcare

3. What works?

In a follow-up post I’ll discuss the pros and cons of different approaches, and possible paths forward for the United States.

Why markets can’t be trusted to deliver healthcare

No modern nation leaves the delivery of healthcare up to free markets. Granted, the U.S. healthcare system is more privatized than that of any other high-income nation. Yet even in America, government accounts for 48 percent of healthcare spending, while private insurers — who paid only a third of the bills — are both heavily regulated and extensively subsidized.

Why don’t we leave healthcare up to the market? Because while markets can be extremely effective at organizing economic activity, they are effective only under certain conditions. A classic 1963 analysis by Kenneth Arrow, a future Nobel laureate, showed that healthcare meets none of those conditions. Arrow pointed out that, unlike markets for regular goods and services, the delivery of healthcare is beset by problems of risk and “asymmetric” information, in which some players know more than others — which can be a market-killer.

Crucially, in any given year most health outlays are spent on a relatively small number of people — people who have serious conditions that require expensive treatment. No one knows in advance whether they will be one of those high-cost people. And only the very wealthy can afford to pay for expensive healthcare out of pocket.

As a result, modern medicine is available to the vast majority of Americans only thanks to health insurance. But private health insurance — that is, health insurance provided by for-profit insurance companies — is riddled with problems.

First, private insurers face the constant risk that those who choose to buy insurance are more likely to need expensive care than those who forgo buying insurance. To offset that risk, private insurers must do one of two things. They can charge very high premiums. But this drives away healthier people and makes the pool of those who want to buy insurance even worse — the so-called “death spiral.” Alternatively, private insurers can deny coverage to anyone with pre-existing conditions – in other words, deny coverage to those who need healthcare the most.

Furthermore, private insurers have every incentive to avoid paying for care whenever they can, notably by rejecting payment for treatment they claim is unnecessary. One could say, like Tessio in The Godfather, that this is “only business” — after all, a private company serves the interests of its shareholders. But the cold logic of profit maximization strikes harder when it involves matters of life or death. Thus Luigi Mangione, who is accused of killing the CEO of United Healthcare because of his grievances over denied claims, has become something of a folk hero.

Finally, we are a country in which it is widely believed that the types of people that private insurers don’t want to cover — the elderly, people with pre-existing conditions, and the like — should have access to healthcare. After all, they didn’t choose to get sick or grow old. Many people, even if they have relatively conservative views about economic policy, feel that basic healthcare should be available to all a nation’s citizens. Here’s what polling from Pew shows:

Is it the federal government’s responsibility to make sure all Americans have health care coverage (%)?

A graph of a graph of a number of different colored lines

AI-generated content may be incorrect.

Source

Note that even 41 percent of Republicans say yes.

There is, then, powerful logic — economic, emotional, and political — that militates against leaving healthcare up to the vagaries of the marketplace. And consistent with that view, the U.S. federal government plays a huge role in paying for healthcare through Medicare (healthcare coverage for those 65 and over) and Medicaid (healthcare coverage for low-income Americans). It also shapes how the private healthcare insurance market operates.

But unlike other advanced countries, we do not have universal guaranteed healthcare. Too many Americans are still uninsured or under-insured, and the numbers are growing. Why?

In the never-ending debates over healthcare policy in the United States, Republicans continue to argue that universal coverage is unworkable or unaffordable. Which is flatly contradicted by the facts: all other advanced countries provide it. Furthermore, there are three well-established ways to achieve universal coverage.

Routes to delivering universal healthcare

When setting up a healthcare system, a country faces two big choices.

First, who pays? Most healthcare must be paid for by insurance. Will the insurance be provided by a government insurance program like Medicare that is funded through taxation or by private insurers that charge premiums?

Second, who delivers the care? Will it be a system of public provision, in which the government runs the hospitals and clinics, with doctors and nurses as public employees? Or will it be a system of private provision, in which private hospitals and clinics deliver the care?

I have categorized these choices with a matrix that contains some international examples of each system. An asterisk indicates that the system isn’t a pure example; in practice national healthcare systems are often hybrids, with a mix of public and private roles:

A table with text on it

AI-generated content may be incorrect.

Source: Commonwealth Fund

The lower left box is empty because there are no real world examples of countries in which private insurers fund government-run hospitals. There are, however, many examples of the three viable systems (see the Commonwealth Fund’s survey for a wider sample). Notably, within the United States there are examples of all three of the viable systems. Let’s look at each one of these in slightly more detail.

Public funding, public providers: There is a long tradition in the United States of decrying “socialized medicine.” But in reality there are numerous examples of the government directly providing of a service to its citizens. Consider primary and secondary education: 90 percent of U.S. children attend free public schools, and most of the rest go to religious schools. Why is healthcare that different? If people want to have healthcare, why not just give them healthcare?

The most famous example of a system in which the government both pays for and delivers healthcare is Britain’s National Health Service, which directly operates most hospitals and many clinics. Sweden and New Zealand have broadly similar systems. The U.S. Veterans Administration is yet another example: it operates its own hospitals and clinics while serving more than 9 million people — comparable to the population of Sweden and larger than that of New Zealand.

Public funding, private providers: A system of public funding of healthcare is often called a “single payer” system by policymakers. And that “single payer” is the government, which pays for healthcare from tax revenues.

People sometimes confuse “single-payer” systems with government-run healthcare systems like the British NHS. Under single payer, however, the government pays the bills but doesn’t operate the hospitals or directly pay the doctors and nurses. Care is provided by private hospitals and clinics, which are sometimes nonprofit, sometimes for-profit.

Most Americans are familiar with single-payer healthcare, whether they realize this or not. (According to surveys, many Medicare recipients don’t believe that they receive any government benefits.) The U.S. actually has two single-payer systems. Medicare covers most medical expenses for every citizen 65 or older. Medicaid is a “means-tested” program that in most states covers Americans whose incomes are less than 133 percent of the poverty line.

These are large programs. Combined, they cover 128 million Americans, more than a third of the population, while paying a significantly larger share of total U.S. health expenses (43 percent) than private insurers (33 percent). However, not everyone is eligible, and the majority of Americans with insurance are covered by private insurers.

Other countries have universal single-payer systems (with, as always, complicating details.) Canada and Australia both have single-payer systems (named Medicare in both countries). Taiwan is an interesting case to contrast with the United States. Its system was created in 2005, when U.S. progressives were formulating Obamacare. America created a complex system that basically added onto its existing government and private market institutions. But Taiwan, which was effectively able to start from scratch, followed the advice of healthcare experts and implemented a straightforward single-payer system.

Private funding, private providers: Private health insurance works badly without government intervention. It is, however, possible to achieve universal coverage via private insurers with a combination of regulation and subsidies.

The classic approach involves a “three-legged stool” of government policies:

· Insurers are required to accept all applicants, and prohibited from charging higher premiums to individuals based on their medical history

· Individual purchase of health insurance is mandatory

· The government provides subsidizes the premiums of lower-income households

The first requirement prevents private insurers from discriminating against the elderly and those with pre-existing conditions. The second requirement prevents healthier individuals from refusing to buy insurance and thereby causing a “death spiral”. And the third requirement makes healthcare coverage affordable for all.

The Netherlands introduced a system along these lines in 2006, replacing its previous patchwork of public and private insurance. Germany and Switzerland have conceptually similar systems. And the three-legged stool was at the core of the ideas behind Obamacare, although one leg — mandatory purchase of insurance — was sawed off in 2019, during Trump I.

What works?

Healthcare policy is an area in which advocates of reform don’t need to speculate about the feasibility of their plans, because all major routes to universal coverage have already been tried in multiple countries. So of the three alternative routes to universal coverage — “socialized medicine,” single-payer, and regulated/subsidized private insurance — which works? That is, which can deliver health care for all at acceptable cost?

All of them.

Britain’s NHS, long the exemplar of direct government provision of healthcare, is currently in a crisis brought on by bad management and years of underinvestment. But it performed very well for many years. And our own Veterans Administration, a once-despised agency that experienced a rebirth after it was reformed in the 1990s, continues to deliver a high standard of care.

The Commonwealth Fund ranks Australia’s single-payer system highest among the ten nations it studied. Canada is less highly rated, but Canadians are nonetheless much more satisfied with their system than we are with our far more expensive healthcare.

Yet relying on private insurance can also be successful. The Dutch system rivals Australia’s success on the Commonwealth Fund’s metrics.

Furthermore, all three approaches deliver universal coverage while costing much less per person than the U.S. system.

So we know that we can do much better. Not only is the path to a better healthcare system well trodden, three different paths are well trodden,

But can we go down one of those paths? The next post in this series will look at what makes universal health coverage work, and the possibilities for U.S. reform.

Using Claude Code: The Unreasonable Effectiveness of HTML

Using Claude Code: The Unreasonable Effectiveness of HTML

Thought-provoking piece by Thariq Shihipar (on the Claude Code team at Anthropic) advocating for HTML over Markdown as an output format to request from Claude.

The article is crammed with interesting examples (collected on this site) and prompt suggestions like this one:

Help me review this PR by creating an HTML artifact that describes it. I'm not very familiar with the streaming/backpressure logic so focus on that. Render the actual diff with inline margin annotations, color-code findings by severity and whatever else might be needed to convey the concept well.

I've been defaulting to asking for most things in Markdown since the GPT-4 days, when the 8,192 token limit meant that Markdown's token-efficiency over HTML was extremely worthwhile.

Thariq's piece here has caused me to reconsider that, especially for output. Asking Claude for an explanation in HTML means it can drop in SVG diagrams, interactive widgets, in-page navigation and all sorts of other neat ways of making the information more pleasant to navigate.

I wrote about Useful patterns for building HTML tools last December, but that was focused very much on interactive utilities like the ones on my tools.simonwillison.net site. I'm excited to start experimenting more with rich HTML explanations in response to ad-hoc prompts.

Trying this out on copy.fail

copy.fail describes a recently discovered Linux security exploit, including a proof of concept distributed as obfuscated Python.

I tried having GPT-5.5 create an HTML explanation of the exploit like this:

curl https://copy.fail/exp | llm -m gpt-5.5 -s 'Explain this code in detail. Reformat it, expand out any confusing bits and go deep into what it does and how it works. Output HTML, neatly styled and using capabilities of HTML and CSS and JavaScript to make the explanation rich and interactive and as clear as possible'

Here's the resulting HTML page. It's pretty good, though I should have emphasized explaining the exploit over the Python harness around it.

Screenshot of a dark-themed technical document titled "What this Python script does". Body text: "This is a compact, deliberately obfuscated Linux-specific local privilege-escalation proof-of-concept. Its apparent goal is to tamper with the in-memory image/page cache of /usr/bin/su, then execute su to obtain elevated privileges." A yellow-bordered callout reads: "Safety note: This explanation is for code understanding, reverse engineering, and defensive analysis. Do not run this on systems you do not own or administer. On a vulnerable kernel, code like this can alter the behavior of a privileged executable." Left column heading "High-level summary": "The script opens /usr/bin/su read-only, decompresses an embedded binary payload, and then processes that payload in 4-byte chunks. For each chunk, it performs a carefully arranged sequence involving Linux's kernel crypto socket interface, AF_ALG, pipes, and splice(). The important point is that this is not ordinary file writing. It never calls write() on /usr/bin/su. Instead, it appears to rely on a kernel bug/primitive involving spliced file pages and the crypto API to get controlled bytes placed into the page-cache representation of a privileged executable." Numbered steps follow: "1. Open target executable — /usr/bin/su is opened read-only. 2. Decode hidden payload — A zlib-compressed hex blob is decompressed into bytes. 3. Patch in 4-byte chunks — The helper function is called repeatedly with offsets 0, 4, 8, ...". Right column heading "Why it looks strange" contains a table with Pattern and Purpose columns: "import os as g — Short aliasing to make the script compact and harder to read. socket(38, 5, 0) — Uses raw numeric Linux constants instead of readable names. Compressed hex blob — Hides binary payload bytes and keeps the script small. splice() — Moves file-backed pages through pipes without normal user-space copying. try: recv(...) except: 0 — Triggers the kernel operation and ignores expected errors."

Tags: html, security, markdown, ai, prompt-engineering, generative-ai, llms, llm, claude-code

NASA’s Psyche Mission Captures Mars During Gravity Assist Approach

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NASA’s Psyche Mission Captures Mars During Gravity Assist Approach

This colorized image of Mars was captured by NASA’s Psyche mission on May 3, 2026, about 3 million miles (4.8 million kilometers) from the planet.
PIA26750
Credits: NASA/JPL-Caltech/ASU

Description

This colorized image of Mars was captured by NASA’s Psyche mission on May 3, 2026, about 3 million miles (4.8 million kilometers) from the planet. The spacecraft is approaching the planet for a gravity assist on May 15 that will give it a boost in speed and adjust its trajectory toward asteroid Psyche for eventual arrival in 2029.

The spacecraft is approaching Mars from a high-phase angle, meaning that the planet appears only as a thin crescent, like our own crescent Moon seen around its new Moon phase. From this viewing geometry, the Sun is out of frame and “above” both Mars and Psyche.

Figure A is a zoomed-out view from the imager. No stars are visible in the background since they are much dimmer than the sunlight being reflected by Mars.
Figure A

Figure A is a zoomed-out view from the imager. No stars are visible in the background since they are much dimmer than the sunlight being reflected by Mars.

The observation was acquired by the multispectral imager instrument’s panchromatic or broadband filter, with an exposure time of just 2 milliseconds. Even with this very short exposure time, the crescent is extremely bright and parts of the image are oversaturated. The light seen here is sunlight reflected off the surface of Mars and also scattered by dust particles in its atmosphere. Because the quantity of dust in the atmosphere can vary rapidly over time, the anticipated brightness of the crescent was hard to predict before this early image was acquired.

The dustiness of Mars leads to sunlight being scattered by its atmosphere, making the crescent appear to extend farther around the planet than if it had no atmosphere (as with our Moon).Of note, on the right side of the extended crescent, there appears to be a gap, which coincides with the planet’s icy north polar cap. The cap is currently in winter and mission specialists hypothesize that seasonal clouds and hazes may be forming in that region, possibly blocking the atmospheric dust’s ability to scatter sunlight  like it does elsewhere around the planet.

The Psyche mission’s imager team will be acquiring, processing, and interpreting similar images in the lead-up to the close approach on May 15. The images are primarily designed to calibrate the cameras and to characterize their performance in flight as a practice run for the approach to asteroid Psyche in 2029.

For more information about the Psyche mission, read: https://science.nasa.gov/mission/psyche/

The post NASA’s Psyche Mission Captures Mars During Gravity Assist Approach appeared first on NASA Science.

To End His Misbegotten War, Trump Will Have to Change His Mind

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It can be awfully confusing for the casual news consumer to figure out what is going on with the Iran war, since on an average day we’ll hear that the two sides are trading fire, that the cease-fire is holding, that an agreement to end the war is near, and that no progress has been made on such an agreement.

So here’s the reality: As it stands now, how quickly this war comes to an end has little if anything to do with developments on the ground. There will be no tide-turning bombing campaign or brilliant military gambit that will determine who wins. In fact, neither side will “win” in any real sense.

That last fact has erected a psychological hurdle that our emotionally fragile president must climb over in order to bring this debacle to a close. All that’s required is for him to act against his instincts, his prejudices, his misconceptions, and everything he believes.

The strength delusion

While there are certainly mid-level staffers in the Trump administration with a realistic grasp of the dynamics of international conflict, unfortunately the people at the top echelon are in the grip of a delusion, one that says the “stronger” force always wins.

“We live in a world,” White House aide Stephen Miller said on TV in January with a barely contained glee, “that is governed by strength, that is governed by force, that is governed by power.” Rules, laws, international agreements — those are for losers. Winners deploy large-scale violence and get what they want. Secretary of Defense Pete Hegseth agrees. He spent years arguing that military lawyers and international conventions have unduly restrained American “warfighters” from doing what needs to be done; if only we could unshackle our war machine from concern about “stupid rules of engagement,” there is nothing it could not accomplish. No one believes this more passionately than the president himself: The way you win is through intimidation, force, and maximum violence, and if that doesn’t get you the victory you want, you just have to do it more.

That he could believe this after America’s experience in Vietnam, Afghanistan, and Iraq — not to mention dozens of other conflicts around the world over the last century or so — is evidence of a simple mind at work. Though if you wanted to be generous, you could say that Trump’s entire life has shown him that rules and laws don’t apply to him, so maybe he figured that the lessons of modern warfare — such as “You can’t win a war through air power alone” — wouldn’t apply to him either.

But they do. He put the idea that victory always goes to the side with more bombs to the test, and it failed. The question now is, can he admit — not to the world, which he will never do, but at least to himself — that his whole understanding of how war works was wrong? Can the world’s most prideful man swallow his pride? Because that’s what will be required.

The confidence man

As hard as it can sometimes be to distinguish between what Trump actually believes and what he repeats in an effort to mislead the public about the situation at hand, it is clearly important to Trump to see this situation, like all situations, as one in which he has all the power and his opponent has none. Nearly every day, he says that the leaders of Iran “want to make a deal so badly” or that they’re “desperate to make a deal,” or that they’re “begging to make a deal.”

This is obviously untrue, but if Trump believes it, it would make him unwilling to accept the idea that if there is to be a negotiated settlement, not only will Iran have to make concessions, but he will too. Given everything he has done and said, there isn’t much doubt that he sincerely believes that threats and force are not just one path to winning this war, but the only path. Negotiation is just a matter of filling in the details on his grand victory. “All [Iran’s leaders] understand is bombs,” Trump reportedly told an aide, which is a positively deranged thing to say at this point. We’ve been bombing them plenty, and the bombs have failed to achieve our goals. How on earth could he think, after the last 10 weeks, that more bombing will get the Iranian government to surrender?

The most logical answer is that his pre-existing beliefs have not yet been punctured by reality. Every few days, he threatens on social media that if Iran does not surrender, then the real violence will begin, as though that prospect will so terrify the Iranian regime that they will fold. Here’s an excerpt of an event he did the other day in the Oval Office:

REPORTER: You’re facing an opponent right now in Iran that has refused to submit. You seem optimistic now that you may be closer to a deal. What’s different about this moment now than in other moments where a deal has seemed close?

TRUMP: Well, why do you say they refuse to submit? You don’t know that. You don’t know what’s going on.

REPORTER: They were firing on US ships a few days ago.

TRUMP: Yeah, a few days ago it’s a long time ago, in the world of war, a few days ago. No, they want to make a deal badly, and we’ll see if we get there, if we get there, they can’t have nuclear weapons. It’s very simple. But what’s not to submit?

So they had a Navy with 159 ships and now every ship is blown to pieces and lying at the bottom of the water. They had an air force, lots of planes, and they don’t have any planes. They don’t have any anti-aircraft. They don’t have any radar left. Their missiles are mostly decimated. They have some, they have probably 18, 19%, but not a lot by comparison to what they had. And the leaders are all dead. So I think we won.

This recitation of the destruction US weapons have caused is reminiscent of the “body count” reports the American military would give during Vietnam to prove how well that war was going. He ends by saying “So I think we won.” Force not only will deliver victory, it has delivered victory. All that’s left is for Iran to loudly and publicly proclaim that Trump has bested them so he can be hailed by all as a victor. “They have to cry uncle,” he has said more than once. “That’s all they have to do. Just say, ‘We give up.’”

Trouble is, the Iranians will not give him what he wants. The regime has its own motives, interests, and incentives, none of which will disappear if we bomb them some more.

What’s so maddening about the place we’re in now is that the broad terms under which this conflict will end are pretty straightforward and obvious to everyone. The US and Israel will cease their attacks, Iran will allow free transit through the Strait of Hormuz, it will accept some form of limits and monitoring on its nuclear program, and it will get economic compensation through some combination of sanctions relief and the release of its frozen funds.

Yes, there are sticky details to work out, including for how long the nuclear limits will last. But as long as Trump demands utter capitulation — they give us everything we want, and we give them nothing in return — Iran will not agree and the war will not end. The only way it will end is if Trump realizes what a terrible mistake he made. And that could take a while.

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Crystal Gazing

'Beyond that lies a vale of fire through which my vision cannot penetrate' is the kind of fun thing geologists, heliophysicists, and early universe cosmologists have a lot of opportunities to say.

Friday assorted links

1. Eigenism.

2. Steven Nadler, Spinoza, Atheist.  A good and very readable introduction to the Dutch philosopher.

3. Neal Katyal talk on what really won the SCOTUS tariff case.

4. “What America lacks relative to Europe is not price-sensitive leisure travelers but routes where almost everyone is a price-sensitive leisure traveler.”  From Matt Y.

5. The White House is distancing itself from the very tough AI regulation idea.

6. Musical longevity is reaching its peak this year.

7. Are these the emerging megaregions?

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Thoughts, Not Thinking?

I saw a post on the changing build/buy/customize tradeoff & thought, “I should weigh in. The XP world has been grappling with this for decades.”

I dug in. Figured out the tradeoff curves. Speculated how they would change. It’s a pretty good framework, I think. I learned things putting it together.

But…

(There I go with the Boomer Ellipsis thing…) I looked …

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How to build a lunar mass driver

Casey Handmer May 2026

What?

Elon has recently (late 2025, early 2026) been talking about building many terawatts of orbital AI compute and launching some components from Moon factories with a mass driver. This is an old idea, enabled by the Moon’s relatively low gravity and lack of an atmosphere. See, for example, The Moon is a Harsh Mistress and The High Frontier

The fundamental problem with The High Frontier is that the set of products that can be made in space and sold on Earth while making money is very limited, due to the sheer cost and difficulty of accessing space. In general, they are observations and communication, which in both cases distributes the product using radio waves, which are much cheaper than physical return of artifacts from space.

In 2019, I wrote that Starlink was likely to be incredibly lucrative and I’m happy to see this is the case, with over $10b in revenue last year. Space AI takes this business model and ramps it up to 11. Why? Starlink has already established that converting a space solar photon into an electron and using it to relay bits of information around the world is extremely profitable. Space AI is a great way to vastly increase both the total demand for space data bits as well as the value per bit, as the tokens encoded by these bits have already proven to have stupendous economic value and apparently unlimited demand.

Why?

Starship promises a near future with launch costs to LEO of perhaps $100/kg. With electric propulsion, large quantities of cargo, including solar powered AI can be positioned anywhere in cis-Lunar space for an incremental cost beyond that. For AI hardware, most of the cost is in the GPU/TPU die, which contributes almost no mass, while most of the mass is in the solar panel and radiator, which cost (relatively speaking) almost nothing. 

Here’s a spreadsheet I put together last year with some basic first-principles analysis. At even $500/kg, launch cost is only 5% of the total satellite deployment cost, so a lunar mass driver is unlikely to drastically improve the economics of space-based AI, by reducing launch costs. 

It’s also unlikely to have low start up costs! 

Instead, we must look to a future where Starship costs stop falling from experience and economies of scale and rise to unaffordable levels, perhaps comparable to the Shuttle’s $50,000/kg, because of a constraint on launch capacity.

In my spreadsheet, I estimate that one Starship can deliver about 15 MW of solar power to orbit. Last year, China produced over 1 TW of solar photovoltaic panels. Supposing we weren’t constrained by chip fabrication and Starship was fully operational, it could launch 1 TW to orbit per year with just 67,000 launches, or one every 8 minutes. 

This might seem like a lot, but the world currently sustains about 100,000 commercial flights per day! In a world where SpaceX can turn around a launch site in an hour, only seven or eight pads would be necessary to keep up with this rate of launch, requiring a fleet of perhaps 10 boosters and a few hundred Starships. 

Nor would this launch rate defeat our global oil production. One Starship launch consumes roughly 10,000 barrels of oil (equivalent), and the world currently consumes 100 million per day. So 67,000 launches per year is less than a week of the world’s current supply of oil. It may require a few gas pipelines in Texas to be upgraded, and of course by the time this happens solar synthetic fuel will be a recognized and mature technology. 

There has been some speculation about damage to the upper atmosphere of the Earth caused by huge launch volumes. 

In any case, we’re talking about a launch volume of hundreds of thousands of Starships per year, or more than 10 million tonnes of cargo per year, with a total launch revenue of about a trillion dollars – equivalent to about six weeks of the global oil and gas industry!

The lunar mass driver must transcend this scale. 

What does the lunar mass driver drive?

The Moon is made of rocks. Primarily volcanic rock, similar to Earth basalts. As ores go, they are not preferred sources of metals on Earth. Though they contain nearly every metal – the net present value of the metal in 1 tonne of basalt is about $1300 vs the $20 price as crushed gravel – they’re mixed together and generally considered energetically infeasible to extract. We’re working on this at Terraform but the energy demand is a fact of life. 

In one model, the lunar mass driver fires raw rocks into Lunar orbit, to be processed in space using copiously available space solar power. In another model, moon rocks are pre-processed to increase their metal content, or even converted into finished products, before launch. Blue Origin has demonstrated a process to convert Lunar regolith (dirt) into a functioning solar panel, but it’s not clear what the energy return on energy invested for this process would be.

The Moon’s surface itself can be a tough place to do anything energetic, because it is subjected to 14 Earth days of shade during the long lunar night, followed by 14 days of unrelenting sun during the day. Any serious infrastructure will require serious power, either from extremely large nuclear reactors operated near the poles to create functional shaded radiators, or from energy beamed up from the Earth or from Lunar orbit, or both. 

For the following I’ll assume the driver is shifting dumb rock. It doesn’t change much but the g-tolerance of raw materials is a big plus! 

How big is my mass driver?

Let’s run some numbers around mass flow rate. We’re not going to the trouble of building a mass driver for no reason, we’re doing it to alleviate the burden on Earth of launching 1000 Starships every day, to push total human compute into the 10s of TWs incremental increase per year. 

So let’s assume one mass driver launches 10 million tonnes of rock per year. Taking into account rock refining losses and expansion this implies a Lunar fleet of a few dozen mass drivers, but you have to start somewhere. 10 million tonnes per year is 1 tonne every 3 seconds. 


We can calculate the total energy expenditure too. Delta-V to LLO is 1.6 km/s, and we assume that Delta-V is cheaper to come by in orbit, thanks to solar powered tugs. We only need the lunar mass driver to get rocks into orbit, where they are collected and moved to wherever they need to go. 

So total kinetic power is 0.5*mdot*v^2 = 450 MW, assuming 90% driver efficiency. The 10% waste covers ohmic losses, cargo-sled recycle weight, and active cooling. 

Why not stack some additional assumptions on top of this result? 

Let’s assume an equivalent price of $10/kg, reflecting that random rocks orbiting the moon are not quite as valuable to the customer as a finished satellite orbiting the Earth – where all the customers are. This implies that each lunar mass driver makes $100b/year. Assuming that 10% of this revenue pays for the power plant, this works out to $2.50/kWh, which is about 10x higher than a typical US rate payer in 2026. 

Can a 450+ MW nuclear power plant be built and operated on the Moon for a 10x cost increment relative to Earth? I’m not sure but it’s not forbidden by the laws of physics. 

For reference, a reactor of this scale would typically cost $2-4b on Earth and weighs perhaps 1000 T. 

I previously estimated that a radiator-constrained space reactor mounted into a Starship could generate perhaps 3 MWe, implying several hundred launches for the power of one mass driver. A much larger, monolithic space reactor of 500 MW scale would need to be completely re-engineered, requiring delivery, an enormous radiator (many hundreds of acres, assuming permanent shadow), and other hassles. But it could be done. 

Orbit, what orbit?

Low lunar orbits are, in general, unstable, due to the presence of gravitational anomalies called mascons (or mass concentrations) in various places corresponding to ancient impacts. There are, however, four classes of frozen orbits (~27°, 50°, 76°, 86°) on the Moon that are relatively stable, so provided the mass driver has a latitude and launch azimuth high enough to access these, the launched rocks won’t necessarily immediately return to obliterate the launch site two hours after launching. On a long enough timescale any passive payload launched from the surface of the Moon into Lunar orbit will run into the surface, so the trick is to launch payloads into converging bunches and scoop them up in orbit, performing circularization and/or relay transportation using some kind of orbital tug. It’s also possible to launch rocks from the Moon into more distant libration orbits, but I don’t cover that case in this post.

Technical implementation

The launcher in this image looks a bit like a rail gun. But rail guns pass current from rail to rail through the sabot (projectile enclosure) and suffer rail erosion at far higher rates than we can tolerate.

The lunar mass driver will be a maglev in disguise. 

In this section I draw on my ancient experience as a levitation engineer at Hyperloop back in about 2016. 

The job of the track is to accelerate a passive cargo-carrying sled to high speed over a short distance. The sled must be controlled over six degrees of freedom. Unlike a passenger maglev, where propulsion forces are a fraction of gravitational forces, a mass driver is optimized for highly efficient acceleration. 

Assuming a launch speed of 1.6 km/s, v^2 = 2 a s gives track length and acceleration as inversely proportional. 

If rocks can survive 1000 gs of acceleration (they can) then the launch track need only be 128 m long (or 256 m including the sled catching portion), greatly reducing its mechanical and construction complexity. Can an electromagnetic launch system deliver 1000s of gs? 

A helpful intuition pump for this is to consider how much force a permanent magnet can deliver. A commercial neodymium magnet can easily support 20x its own weight, but 2000x is highly non-trivial. Bear in mind that no matter how cleverly built, the track will have to be toleranced with non-zero gap between the sled and the maglev track. 

Add to this the fact that the acceleration is diluted by the mass ratio of the magnet to the rest of the system. I can imagine a launch sled which is 70% magnets, 10% structure, and 20% rocks, in which case even an optimal launch system would have to take a 30% haircut on acceleration. 

There are a few ways to skin this cat, but probably the easiest is with a synchronous linear motor along a pair of parallel tracks with the sled suspended in between. At any meaningful level of acceleration, gravitational forces from the Moon round to zero. It is possible to include, for example, some null flux electrodynamical suspension system for guidance, but if you’re using the sled magnets for anything other than acceleration then you’re throwing away performance and making the track longer. 

On this note, achieving anything like the necessary levels of magnetic shear force requires very very large, very flat magnets. In my model below, they are 20 cm wide, 2.8 cm thick, and 9 m long, entirely enclosed by an electromagnetic stator, and connected via high strength steel shear panels to the payload bucket. 

It’s not impossible to build long tracks but, having seen this close up at Hyperloop, it becomes extremely difficult to achieve sub millimeter alignment precision over long distances. To give a flavor of this, the Shanghai Pudong transrapid Maglev operated with a ride height of about 1 mm. It is built on an elevated steel reinforced concrete trackway whose foundations were dug to a depth of 80 m into the Pudong silt. Shanghai, like many cities, is built on a river delta. Literally thousands and thousands of tonnes of concrete and steel to form the track way. You would think that it would be stable enough that the track could be calibrated once during construction and then would be fine, but in fact the track had to be re-aligned, by a custom designed track maintenance vehicle, twice per day, to account for such perturbations as tidal deformation of the crust of the Earth. 

The Moon does not have saturated silty deltas or wildly varying tidal forces (being tidally locked) but it does have a very extreme temperature cycle over its 28 Earth-day day, so probably the best way to achieve dimensional stability, as well as a measure of meteorite protection, is to bury the track under a few meters of dirt.

(I asked AI to make a better version of this diagram but it wasn’t right. Motion is into the page. 200 kg of moon rocks can fit in a container 40 cm on a side.)

(Here’s an OnShape model. Below, diagrams of how the whole thing goes together.)

The cart oscillates back and forth on the track, launching rocks for ¼ of its cycle, with the rocks separating from the sled bucket at the midpoint of the track. The slow down step can recover some momentum as power, provided there’s a place to store it! At 1000gs, launch takes just 0.16s and the complete cycle (accelerate, release rocks, slow down, fly back to rock loading site) is as short as 0.64 s, not including time to reload rocks. At the 10 million tonnes per year rate, each launch would carry about 200 kg, with a total sled weight of 1000 kg loaded and 800 kg empty. This launch and recycle process would load the structure with up to 1000 T, that is 10 MN, of force, at about 1.4 Hz. That’s a pretty wild vibrational environment for the ground anchoring system to endure. 

Power = force*velocity, peaking at 16 GW at the middle point of the 256 m long mass driver, a lot more than the average demand. Power consumption averages 1.75 MW per meter, but much of this is recycled. Assuming 3% loss as ohmic heating, we’re still looking at 50 kW per meter, easily enough to justify an active coolant loop. For the purposes of this post, I assume any waste heat pumped and dumped in a permanently shadowed radiator used primarily by the power reactor. Beaming power up from the Earth would require a receiver rectenna several km across. 

Structurally, the entire launch rail must endure tremendous forces, variable loads (due to unbalanced cargo), impacts from micrometeorites and rock spray during rocket landings, electrostatic and thermal nonsense caused by the Lunar day night cycle, and lots of other things. Fortunately, it has no moving parts and no wear surfaces!

So while the mass driver could be brought to the Moon over several launches in pieces, it needs a sophisticated anchoring system to react out loads and cope with extreme thermal swings during the Lunar day/night cycle. 

What do you think, Claude?

In which I roast myself with the latest AI so you don’t have to. Also some more technical detail. 

Missing or under-treated

  1. Sled recycle losses. You bury the second 128 m of deceleration in “recover some momentum as power.” Empty sled at 1.6 km/s = 1.02 GJ. At 1.56 Hz and 90% recovery, that’s 160 MW of pure dissipation, not in your 450 MW budget. At 80% it’s 320 MW. You either need to argue >95% round-trip electrical recovery (hard given switching losses on multi-GW pulses), or your reactor is closer to 700–800 MW. [CH: Correct, there’s a very steep penalty for higher parasitic power losses.]
  2. Pulsed-power infrastructure. 16 GW peaks at 1.5 Hz with bidirectional flow. The capacitor banks / flywheels for this dominate the system mass and probably the cost. ITER’s pulsed power is tens of GW for comparable durations and it’s a building. On the Moon, this is the actual hard engineering problem, more so than the rail itself. Worth a paragraph. [CH: There are several ways to skin this cat.]
  3. Catcher architecture. 56,000 launches/day into LLO requires tug coordination at obscene tempo. Velocity dispersion at exit sets apogee error: 0.1% velocity error → ±5 km position error after a half-orbit. Either you hit launch precision <10⁻⁴ (very hard with thermal drift on a 256 m structure) or your catcher needs km-scale capture and active pursuit. The catcher fleet plausibly outweighs and outcosts the driver. [CH: I have also waved my hands about what to do with rocks in lunar orbit – they still need to be converted into solar computronium somehow!]
  4. Δv beyond LLO. Customer is in Earth orbit, not lunar orbit. LLO→GEO ≈ 3.9 km/s, LLO→LEO higher with aerocapture. You save ~9 km/s vs Earth launch but you’re not at the customer. The relevant comparison is (launch + tug from LLO) vs (Earth launch), not (launch) vs (Earth launch). Worth one paragraph stating the tug budget. [CH: As stated, the assumption is that Moon launch delta V is the expensive part we’re trying to overcome.]
  5. Chemical-lander baseline. A dumb LOX/LH2 (or LOX/CH4) lander from the Moon to LLO needs ~1.8 km/s, mass ratio ~1.7. If you have any propellant production at all, chemical wins until volume is huge. Mass driver’s case rests on (a) no propellant feedstock available at scale, or (b) volume past the crossover. State this; the reader will ask. [CH: There’s no good reason to synthesize prop on the Moon and the gear ratio makes flying chemically propelled shuttles to and from LLO pretty silly.]
  6. Reactor radiator. 450–800 MW thermal, polar shadow, ~700 K reject → tens of thousands of m². Your 2025 Mars-reactor post implies a tonne/m² class radiator. This is hundreds of tonnes of radiator alone, which dwarfs a 1000-T terrestrial reactor mass. The 10× cost premium claim wants more support. [CH: True, as a good rule of thumb, a space reactor’s radiator will weigh about as much as everything else put together.]
  7. Magnet survivability at 1000g. NdFeB is brittle. Sintered blocks 9 m long under 1000g shear and oscillating tension fatigue is not obviously feasible. Either bonded magnets (lower B), or segmented with structural steel, which eats into your 70% magnet mass fraction. [CH: Actually building magnets and a sled structure which can make this work is serious engineering.]

Alternatives

The Moon’s lack of an atmosphere means you can also operate a lunar sling. A tower with extendable tethers whirls around to obtain high speeds without as high g loads. I see no reason why entrepreneurs couldn’t build a range of lunar launching solutions!

Conclusion

Lunar mass drivers do not violate the laws of physics. Their tech can be developed and tested thoroughly in labs on Earth at prices that are reasonable in comparison to the complexity and cost of Starship development. They are unlikely to be able to compete with Starship flying at any level of volume from Earth (where the chip fabs are) to space (where the infinite sunlight is), unless Earth launch is supply limited in some way. Order of magnitude, this is beyond 100 TW per year deployment. For reference, 10 TW of compute is roughly equal to the total economic output of the entire world’s supply of natural intelligences. We live in interesting times!

Rocket Lab announces large launch contract and plans to acquire space robotics company

Rocket Lab announced May 7 the largest launch contract in the company’s history as it also moves to acquire a space robotics company.

SatVu zooms in on energy facilities in Cuba, India and Australia

SAN FRANCISCO – British startup SatVu released imagery from HotSat-2, a thermal satellite built to keep tabs on energy infrastructure. HotSat-2, built by Surrey Satellite Technology Ltd., is the second satellite in SatVu’s commercial high-resolution thermal-imaging constellation. The first, HotSat-1, failed six months after launch. HotSat-2 images released May 7 show refining of domestic crude […]

Lunar Outpost raises $30 million

Lunar Outpost, a developer of lunar rovers, has raised $30 million as it works to revamp designs to meet NASA’s revised Artemis architecture.

A Better Week for D.C. on the Crime Front

While the only good week is a week with no homicides, a decline in the number of homicides is better than the alternative. With two homicides, homicides increased to 27* this week–there were 50 homicides at this same time last year. As has been the case throughout the year, car-related crimes and muggings are down compared to the same time last year.

Trending in the right direction, but I am still hoping for a zero homicide week next week.

*Officially, we have had 30 murders this year, but three of the murders occurred in other years, with arrests that were not made until this year.

The UFO files

Here is the web site, with some of the files released, I have not yet had a chance to look or to read any reliable summaries.  More releases are expected, and as of this moment the Kalshi market is at 25 or so.

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A simple point about diversification

In recent times a significant percentage of the S&P 500 run-up has been driven by a small number of tech and AI stocks.  Plus the effects of AI can be expected to be further reaching yet for some while.

That makes it harder to diversify against risk, as there is a single dominant variable, namely “AI risk” or something similar.  There is AI risk both in your portfolio and on your human capital, though possibly those will offset each other to some degree.

Presumably the equity premium should rise as a result?  People will want more portfolio safety as a protective offset, and be gunshy about such a heavy equities bet on one major technology.

If you have a longish time horizon, do you feel brave enough to act on that view?

Or perhaps instead there is some simple way to hedge against AI risk?

One “stupid” equilibrium that no one will want to talk about is the following: buy lots of Nvidia, but if that doesn’t pay off make sure you are doing an MBA and planning a career in non-AI-implementation consulting.

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It’s time to carefully but urgently rethink payments to kidney donors. My op-ed in the Washington Post

 This morning the Washington Post published my op-ed online (which is scheduled to appear in the print edition on Sunday). 800 words is hardly enough to explain why I think what I do...I could write a whole book about that.

But here's the op-ed: 

Why paying people to donate kidneys is a good idea

With 90,000 patients waiting for a kidney, compensating living donors would save lives.

 

 

The eye in your pocket

A street scene with blurry pedestrians in background and eye poster on post in foreground.

Things have jobs: pillows are made for comfort, scissors are sharp, and digital devices are made to track your every move

- by Carissa Véliz

Read on Aeon

Sentences to ponder

Exposure increases interclass (high- and low-parent-income) marriage but has no detectable effect on interracial (White and Black) marriage. A spatial marriage market model predicts that residential segregation—one of many forms of exposure—accounts for more than one third of marital sorting by class but less than 5% by race.

That is from a new NBER working paper by Benjamin Goldman, Jamie Gracie & Sonya Porter.

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How Poverty Fell

The share of the global population living in extreme poverty fell dramatically from an estimated 36% in 1990 to 9% in 2015. We describe how this decline happened: the extent to which changes within as opposed to between cohorts contributed to poverty declines, and the key changes in the lives of households as they transitioned out of (and into) poverty. We do so using cross-sectional and panel sources that are representative or near-representative of five countries that collectively accounted for 75% of global poverty decline between 1990 and 2015. The data show that overlapping birth cohorts experienced the decline of poverty together over time, such that poverty decline can be viewed as a primarily within-cohort phenomenon. Within cohorts, the data reveal substantial churn, casting the challenge of escaping poverty as a “slippery slope” more than a long-term trap. The data also illustrate a diversity of pathways out of poverty: sectoral transitions, migration, and changing occupational choices and female labor force participation can all account for some part of poverty reduction, but in all but a handful of cases, a majority of households exiting poverty did so without experiencing these changes.

That is from a new NBER working paper by Vincent J. Armentano, Paul Niehaus & Tom Vogl.

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I want my MTV

You know when I’m home on my own I don’t watch much TV like actual TV, but I do watch music videos on YouTube on the TV.

Sometimes new music but often ones I know really well. Music videos are such a vibe.

And it’s social too? I’ve spent many evenings with friends that just turn into swapping music vids on the big screen.


I seem to listen to music only while doing something else, e.g.:

  • while watching music videos, as above
  • while running
  • while playing Grand Theft Auto and actually that was the majority component of my enjoyment of GTA5 back in the day: beating someone up and nicking their car, tuning the radio station to something good, then chilling driving the hills of Los Santos listening to the tunes (GTA5 has excellent playlists) watching the sunsets (GTA5 has excellent sunsets).

Incidentally GTA6 is coming out in November and apparently it cost $1 billion to make.

Gonna play the heck out of it not just for the music but because of its status as a cultural artefact: the final big game built before LLMs.

No-one will ever invest that much in a game again, no software will ever encode this quantity of hands-on human labour again. The last of the great pyramids.

You think any studio will ever again spend years recording human-authored dialogue from human voice actors for NPCs in story branches that the player may encounter? No way. As much as I am looking forward to playing the first AAA title that does something unique and infinite with AI, we are at the end of an era.


Anyway so music videos.

I’m an Apple Music subscriber. They know what I like and also the old tracks I go back to.

Apple TV should have a special channel that connects to my Apple Music and streams music videos for this week’s Essentials or New Music playlists.

A mix of whatever’s new and sometimes Video Killed the Radio Star too.

YouTube could do this in a second, they have all the content. Just a big button that explicitly constrains the auto-play to music only, that would do it.

But they are weirdly against building around specific use cases: I would love them to do something around ambient live streams (as previously requested) and it feels like a missed opportunity.

So this is a freebie for Apple instead. Call it music television or MTV for short, I think it could catch on.

Tracy Arm’s Post-Tsunami Landscape

July 26, 2025
August 19, 2025
Satellite view of a fjord with a glacier occupying the right half and open water on the left. Much of the fjord valley walls are covered with exposed rock and green vegetation.
NASA Earth Observatory/Michala Garrison
Satellite view of a fjord with a glacier occupying the right half and open water on the left. The glacier’s front has retreated, and brown has replaced previously green areas on land where a tsunami stripped away the vegetation.
NASA Earth Observatory/Michala Garrison
Satellite view of a fjord with a glacier occupying the right half and open water on the left. Much of the fjord valley walls are covered with exposed rock and green vegetation.
NASA Earth Observatory/Michala Garrison
Satellite view of a fjord with a glacier occupying the right half and open water on the left. The glacier’s front has retreated, and brown has replaced previously green areas on land where a tsunami stripped away the vegetation.
NASA Earth Observatory/Michala Garrison
July 26, 2025
August 19, 2025
The shores of Tracy Arm, a fjord in southeast Alaska, are stripped of vegetation following a landslide and tsunami that occurred on August 10, 2025. The OLI (Operational Land Imager) on Landsat 8 and Landsat 9 show the area in the weeks before and after the event, respectively.

Carved over millennia by the pressure and motion of glacial ice, the valley walls cradling the Tracy Arm fjord in southeast Alaska continue to be reshaped. In summer 2025, following the rapid retreat of South Sawyer Glacier, a large landslide sent rock careening into the fjord, altering the wider landscape in a matter of minutes.

The slide culminated on the morning of August 10, 2025, when at least 64 million cubic meters of rock slid downslope. Material entering the fjord induced a tsunami that stripped trees and other vegetation from the opposing fjord wall up to 1,578 feet (481 meters) above sea level. While this peak was the highest “runup” reached by the tsunami, shores and islands down the fjord also saw substantial destruction.

NASA-USGS Landsat satellites captured these images on July 26 (left) and August 19 (right), before and after the event, respectively. “The bright landslide scar on the north side of the fjord is striking, as is the ‘bathtub’ ring around the fjord showing the areas where the forest was leveled by the tsunami,” said Dan Shugar, a geomorphologist at the University of Calgary.

Note that Sawyer Island, about 6 miles (9 kilometers) from the landslide, also turned from green to brown. Only a few trees still stood at the island’s higher elevations.

An aerial view shows a glacier ending in a fjord with small icebergs in the water. A recent landslide scars the foreground fjord wall, while a tsunami has stripped vegetation from the opposite wall.
The landslide scar and the zone where vegetation was stripped by the resulting tsunami are both visible in this aerial photo of Tracy Arm and South Sawyer Glacier, captured on August 13, 2025.
U.S. Geological Survey/John Lyons

In the months following the slide, Shugar and colleagues combined satellite, airborne, and ground-based observations with eyewitness reports and simulations to build a more complete picture of how the event unfolded. Their analysis, detailing the event from its lead-up through its aftermath, was published May 6, 2026, in the journal Science.

In addition to the details outlined above, the researchers showed that water continued to slosh around the fjord—a phenomenon known as a “seiche”—for more than a day. Both the landslide and seiche produced seismic signals detected around the world, the former equivalent to a magnitude 5.4 earthquake.

The Landsat images also reveal significant retreat at the front of South Sawyer Glacier in less than a month. “Part of that occurred between the date of the first image and the date of the landslide,” Shugar said. “But part of it is from the landslide itself, which broke off a big chunk of the terminus of South Sawyer Glacier, resulting in a slurry of icebergs in the fjord.”

The exact mechanisms that caused the landslide remain uncertain and could have involved a combination of factors. Rainfall, which was moderate prior to the event, and the rapid retreat of glaciers can both destabilize a slope. What is clear, however, is that the glacier’s retreat exposed a new area of open water, leaving it vulnerable to a landscape-reorganizing tsunami. 

A satellite view shows Tracy Arm, centered, in context with other nearby waterways and glaciers in southeast Alaska.
Tracy Arm and other nearby fjords connect with Stephens Passage, a major waterway in southeast Alaska, visible in this image captured on August 19, 2025, by the OLI (Operational Land Imager) on Landsat 9.
NASA Earth Observatory/Michala Garrison

No one was injured in the event, though it did catch some by surprise. Kayakers camping on Harbor Island near the fjord’s mouth had their gear swept away, and passengers aboard a small cruise vessel in neighboring Endicott Arm reported swings in water levels and a strong current associated with the tsunami. Brentwood Higman of Ground Truth Alaska, a co-author of the paper, noted that a glacier’s shift from relative stability to renewed retreat, visible in satellite images, could serve as an important indicator that an area has become more susceptible to landslide and tsunami hazards.

NASA Earth Observatory images by Michala Garrison, using Landsat data from the U.S. Geological Survey. Photograph by John Lyons/U.S. Geological Survey. Story by Kathryn Hansen.

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