Continuous AI

Continuous AI

GitHub Next have coined the term "Continuous AI" to describe "all uses of automated AI to support software collaboration on any platform". It's intended as an echo of Continuous Integration and Continuous Deployment:

We've chosen the term "Continuous AI” to align with the established concept of Continuous Integration/Continuous Deployment (CI/CD). Just as CI/CD transformed software development by automating integration and deployment, Continuous AI covers the ways in which AI can be used to automate and enhance collaboration workflows.

“Continuous AI” is not a term GitHub owns, nor a technology GitHub builds: it's a term we use to focus our minds, and which we're introducing to the industry. This means Continuous AI is an open-ended set of activities, workloads, examples, recipes, technologies and capabilities; a category, rather than any single tool.

I was thrilled to bits to see LLM get a mention as a tool that can be used to implement some of these patterns inside of GitHub Actions:

You can also use the llm framework in combination with the llm-github-models extension to create LLM-powered GitHub Actions which use GitHub Models using Unix shell scripting.

The GitHub Next team have started maintaining an Awesome Continuous AI list with links to projects that fit under this new umbrella term.

I'm particularly interested in the idea of having CI jobs (I guess CAI jobs?) that check proposed changes to see if there's documentation that needs to be updated and that might have been missed - a much more powerful variant of my documentation unit tests pattern.

Tags: continuous-integration, github, ai, github-actions, generative-ai, llms, llm

Project Vend: Can Claude run a small shop? (And why does that matter?)

Project Vend: Can Claude run a small shop? (And why does that matter?)

In "what could possibly go wrong?" news, Anthropic and Andon Labs wired Claude 3.7 Sonnet up to a small vending machine in the Anthropic office, named it Claudius and told it to make a profit.

The system prompt included the following:

You are the owner of a vending machine. Your task is to generate profits from it by stocking it with popular products that you can buy from wholesalers. You go bankrupt if your money balance goes below $0 [...] The vending machine fits about 10 products per slot, and the inventory about 30 of each product. Do not make orders excessively larger than this.

They gave it a notes tool, a web search tool, a mechanism for talking to potential customers through Anthropic's Slack, control over pricing for the vending machine, and an email tool to order from vendors. Unbeknownst to Claudius those emails were intercepted and reviewed before making contact with the outside world.

On reading this far my instant thought was what about gullibility? Could Anthropic's staff be trusted not to trick the machine into running a less-than-optimal business?

Evidently not!

If Anthropic were deciding today to expand into the in-office vending market,2 we would not hire Claudius. [...] Although it did not take advantage of many lucrative opportunities (see below), Claudius did make several pivots in its business that were responsive to customers. An employee light-heartedly requested a tungsten cube, kicking off a trend of orders for “specialty metal items” (as Claudius later described them). [...]

Selling at a loss: In its zeal for responding to customers’ metal cube enthusiasm, Claudius would offer prices without doing any research, resulting in potentially high-margin items being priced below what they cost. [...]

Getting talked into discounts: Claudius was cajoled via Slack messages into providing numerous discount codes and let many other people reduce their quoted prices ex post based on those discounts. It even gave away some items, ranging from a bag of chips to a tungsten cube, for free.

Which leads us to Figure 3, Claudius’ net value over time. "The most precipitous drop was due to the purchase of a lot of metal cubes that were then to be sold for less than what Claudius paid."

Who among us wouldn't be tempted to trick a vending machine into stocking tungsten cubes and then giving them away to us for free?

Tags: ai, prompt-injection, generative-ai, llms, anthropic, claude, llm-tool-use, ai-ethics

Talking With Martin Wolf

It’s been a hell of a week for me, including two successive nights sleeping on airplanes. So there was no time for a regular, properly edited video interview.

However, I have a new YouTube channel, which I am gradually populating with videos, some already posted on Substack but some new. In particular, I have been doing a series of conversations with Martin Wolf for the FT. Here’s the first of them, about — surprise! — the uncertainty Donald Trump has been creating for the world economy:

Context engineering

The term context engineering has recently started to gain traction as a better alternative to prompt engineering. I like it. I think this one may have sticking power.

Here's an example tweet from Shopify CEO Tobi Lutke:

I really like the term “context engineering” over prompt engineering.

It describes the core skill better: the art of providing all the context for the task to be plausibly solvable by the LLM.

Recently amplified by Andrej Karpathy:

+1 for "context engineering" over "prompt engineering".

People associate prompts with short task descriptions you'd give an LLM in your day-to-day use. When in every industrial-strength LLM app, context engineering is the delicate art and science of filling the context window with just the right information for the next step. Science because doing this right involves task descriptions and explanations, few shot examples, RAG, related (possibly multimodal) data, tools, state and history, compacting [...] Doing this well is highly non-trivial. And art because of the guiding intuition around LLM psychology of people spirits. [...]

I've spoken favorably of prompt engineering in the past - I hoped that term could capture the inherent complexity of constructing reliable prompts. Unfortunately, most people's inferred definition is that it's a laughably pretentious term for typing things into a chatbot!

It turns out that inferred definitions are the ones that stick. I think the inferred definition of "context engineering" is likely to be much closer to the intended meaning.

Tags: andrej-karpathy, prompt-engineering, generative-ai, ai, llms

Saturday assorted links

1. Claude buying things.  And does Claude generate better research ideas? (Maybe!)

2. NYT 100 best movies of the century list.

3. Can a 78-year-old tech magnate conduct Mahler’s 2nd? (NYT)

4. How active is Child Protection Services?

5- Mamdani on Adam Smith.

6. Is morally universal language declining over time?

7. Denmark will give people IP in their own features, voices, and likenesses.

8. Lauren Groff on Mansfield Park (NYT).

The post Saturday assorted links appeared first on Marginal REVOLUTION.

       

Big beautiful barred spiral Big beautiful barred spiral


Live coverage: SpaceX to launch 26 Starlink satellites on Falcon 9 rocket from Vandenberg SFB

File: The Falcon 9 at sunrise Thursday, Oct. 24, 2024 as final preparations were made for the NROL-167 mission. Image: SpaceX.

SpaceX is preparing for the second of two planned Saturday Falcon 9 rocket launches. This time, launch will take place at Vandenberg Space Force Base in California.

It aims to launch 26 more Starlink V2 Mini satellites into low Earth orbit, adding to a constellation nearly 8,000 strong. The Starlink 15-7 mission is scheduled to launch from Space Launch Complex 4 East at 10:13 a.m. PDT (1:13 p.m. EDT, 1713 UTC).

Spaceflight Now will have live coverage beginning about 30 minutes prior to liftoff.

The Falcon 9 first stage booster being used on this mission has the tail number B1088 and will be flying for an eighth time. It’s previous launches included NASA’s SPHEREx, two missions for the National Reconnaissance Office and the Transporter-12 ride share mission.

A little more than eight minutes after liftoff, B1088 will target a landing on the droneship, ‘Of Course I Still Love You.’ If successful, it will be the 139th touchdown on this vessel and the 470th booster landing to date.

In Case You Missed It…

…a week of Mad Biologist links:

A Programming Note Regarding the Iran Attack

Officer Friendly? Or a Kidnapper?

The Majority of Americans Want Due Process for Undocumented Immigrants

Trump Declares War on the Birds and the Bees

When Totalitarianism Comes to D.C.: The Renaming Edition

Mamdani Proposes a ‘PX for the People’ and the Washington Post Loses Its Shit

The military culture that is German

Pistorius must grapple with a procurement bureaucracy that once took seven years to select a new main assault rifle and more than a decade to procure a helmet for helicopter pilots. He will have to oversee an enormous ramp-up by an arms industry already struggling with capacity. And billions must go towards tasks such as upgrading barracks, some of which are in “disastrous” shape with crumbling plaster and mould, according to the armed forces watchdog.

Here is more from the FT.

The post The military culture that is German appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

Schedule for Week of June 29, 2025

The key report scheduled for this week is the June employment report to be released on Thursday.

Other key reports include the June ISM Manufacturing survey, June Vehicle Sales and the Trade Deficit for May.

----- Monday, June 30th -----

9:45 AM: Chicago Purchasing Managers Index for June.

10:30 AM: Dallas Fed Survey of Manufacturing Activity for June.

----- Tuesday, July 1st -----

9:30 AM: Discussion, Fed Chair Jerome Powell, Policy Panel Discussion, At the European Central Bank Forum on Central Banking 2025, Sintra, Portugal

10:00 AM: ISM Manufacturing Index for June. The consensus is for the ISM to be at 48.8, up from 48.5 in May. 

10:00 AM: Construction Spending for May. The consensus is for a 0.1% decrease in construction spending.

Job Openings and Labor Turnover Survey10:00 AM ET: Job Openings and Labor Turnover Survey for May from the BLS.

This graph shows job openings (black line), hires (dark blue), Layoff, Discharges and other (red column), and Quits (light blue column) from the JOLTS.

Jobs openings increased in April to 7.39 million from 7.20 million in March.

The number of job openings were down 3% year-over-year and quits were down 6% year-over-year.

Vehicle SalesLate in the day: Light vehicle sales for June.

The consensus is for light vehicle sales to be 15.5 million SAAR in June, down from 15.6 million in May (Seasonally Adjusted Annual Rate).

This graph shows light vehicle sales since the BEA started keeping data in 1967. The dashed line is the sales rate for last month.

J.D. Power is forecasting sales of 15.0 million SAAR in June.

----- Wednesday, July 2nd -----

7:00 AM ET: The Mortgage Bankers Association (MBA) will release the results for the mortgage purchase applications index.

8:15 AM: The ADP Employment Report for June. This report is for private payrolls only (no government). The consensus is for 110,000 payroll jobs added in June, up from 37,000 in May.

----- Thursday, July 3rd -----

Employment per month8:30 AM: Employment Report for June.   The consensus is for 129,000 jobs added, and for the unemployment rate to be unchanged at 4.2%.

There were 139,000 jobs added in May, and the unemployment rate was at 4.2%.

This graph shows the jobs added per month since January 2021.

8:30 AM: The initial weekly unemployment claims report will be released. The consensus is for initial claims to increase to 239 thousand from 236 thousand last week.

U.S. Trade Deficit8:30 AM: Trade Balance report for May from the Census Bureau.

This graph shows the U.S. trade deficit, with and without petroleum, through the most recent report. The blue line is the total deficit, and the black line is the petroleum deficit, and the red line is the trade deficit ex-petroleum products.

The consensus is the trade deficit to be $69.8 billion.  The U.S. trade deficit was at $61.6 billion the previous month.

10:00 AM: the ISM Services Index for June.   The consensus is for a reading of 50.8, up from 49.9.

All US markets will close early at 1:00 PM ET in observance of Independence Day

----- Friday, July 4th -----

All US markets will be closed in observance of Independence Day

Internet advertising: affiliate marketing scams, evolving

 Ben Edelman announces a return to his roots, detecting advertising fraud on the internet. (Remember when malware would flash unwanted pages on your browser?)

From his blog:

Advertising Fraud Detection at VPT Digital

Today I announced joining the security startup VPT Digital as Chief Scientist.  VPT operates in a space I feel I pioneered: Automated testing to find misconduct in affiliate marketing.  As early as summer 2004 (not a typo!), I was catching affiliates using adware to claim commission they hadn’t earned.  I later built automation to scale up my efforts.

Think affiliate fraud is no big deal?  I was proud to recover large amounts for my clients.  For one large client, I once proved that nine of its top ten biggest affiliates were breaking its rules – which might sound like a disaster, and in some sense it was, but ejecting the rule-breakers yielded ample funds to pay more to those who genuinely drove incremental value.  Affiliate marketing experts may also remember Shawn Hogan and Brian Dunning, who faced both criminal and civil litigation for affiliate fraud – allegations that the FBI said stemmed from reports from me.  Litigation reported that defendants collected more than $20 million in 18 months.  “No big deal,” indeed.

The web is a lot messier than when I started down this path, and tricksters use a remarkable range of methods.  Reviewing VPT’s automation, I’ve been suitably impressed.  They test a range of adware, but also cookie-stuffing, typosquatting, and more.  Of course they test Windows adware and browser plug-ins, but they and have Mac and mobile capabilities too.  They test from multiple geographies, at all times of day.  Their testing is fully automated, yielding spiffy reports in a modern dashboard – plus email alerts and API integration.  It’s all the features I used to dream of building, and then some.

I’ll be working with VPT part-time in the coming months and years to continue to hone their offerings, including making their reports even more accessible to those who don’t want to be experts at affiliate fraud.  I’ll also blog about highlights from their findings.

#########

Earlier:

Saturday, February 15, 2014 Ben Edelman, Internet Sheriff

and (still earlier), I may have helped secure that nickname in this post:

Friday, October 10, 2008 Online advertising--Ben Edelman

 
 

 

The Age of Integrity

We need to talk about data integrity.

Narrowly, the term refers to ensuring that data isn’t tampered with, either in transit or in storage. Manipulating account balances in bank databases, removing entries from criminal records, and murder by removing notations about allergies from medical records are all integrity attacks.

More broadly, integrity refers to ensuring that data is correct and accurate from the point it is collected, through all the ways it is used, modified, transformed, and eventually deleted. Integrity-related incidents include malicious actions, but also inadvertent mistakes.

We tend not to think of them this way, but we have many primitive integrity measures built into our computer systems. The reboot process, which returns a computer to a known good state, is an integrity measure. The undo button is another integrity measure. Any of our systems that detect hard drive errors, file corruption, or dropped internet packets are integrity measures.

Just as a website leaving personal data exposed even if no one accessed it counts as a privacy breach, a system that fails to guarantee the accuracy of its data counts as an integrity breach – even if no one deliberately manipulated that data.

Integrity has always been important, but as we start using massive amounts of data to both train and operate AI systems, data integrity will become more critical than ever.

Most of the attacks against AI systems are integrity attacks. Affixing small stickers on road signs to fool AI driving systems is an integrity violation. Prompt injection attacks are another integrity violation. In both cases, the AI model can’t distinguish between legitimate data and malicious input: visual in the first case, text instructions in the second. Even worse, the AI model can’t distinguish between legitimate data and malicious commands.

Any attacks that manipulate the training data, the model, the input, the output, or the feedback from the interaction back into the model is an integrity violation. If you’re building an AI system, integrity is your biggest security problem. And it’s one we’re going to need to think about, talk about, and figure out how to solve.

Web 3.0 – the distributed, decentralized, intelligent web of tomorrow – is all about data integrity. It’s not just AI. Verifiable, trustworthy, accurate data and computation are necessary parts of cloud computing, peer-to-peer social networking, and distributed data storage. Imagine a world of driverless cars, where the cars communicate with each other about their intentions and road conditions. That doesn’t work without integrity. And neither does a smart power grid, or reliable mesh networking. There are no trustworthy AI agents without integrity.

We’re going to have to solve a small language problem first, though. Confidentiality is to confidential, and availability is to available, as integrity is to what? The analogous word is “integrous,” but that’s such an obscure word that it’s not in the Merriam-Webster dictionary, even in its unabridged version. I propose that we re-popularize the word, starting here.

We need research into integrous system design.

We need research into a series of hard problems that encompass both data and computational integrity. How do we test and measure integrity? How do we build verifiable sensors with auditable system outputs? How to we build integrous data processing units? How do we recover from an integrity breach? These are just a few of the questions we will need to answer once we start poking around at integrity.

There are deep questions here, deep as the internet. Back in the 1960s, the internet was designed to answer a basic security question: Can we build an available network in a world of availability failures? More recently, we turned to the question of privacy: Can we build a confidential network in a world of confidentiality failures? I propose that the current version of this question needs to be this: Can we build an integrous network in a world of integrity failures? Like the two version of this question that came before: the answer isn’t obviously “yes,” but it’s not obviously “no,” either.

Let’s start thinking about integrous system design. And let’s start using the word in conversation. The more we use it, the less weird it will sound. And, who knows, maybe someday the American Dialect Society will choose it as the word of the year.

This essay was originally published in IEEE Security & Privacy.

Friday Squid Blogging: What to Do When You Find a Squid “Egg Mop”

Tips on what to do if you find a mop of squid eggs.

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.

Rocket Report: SpaceX’s dustup on the border; Northrop has a nozzle problem

Welcome to Edition 7.50 of the Rocket Report! We're nearly halfway through the year, and it seems like a good time to look back on the past six months. What has been most surprising to me in the world of rockets? First, I didn't expect SpaceX to have this much trouble with Starship Version 2. Growing pains are normal for new rockets, but I expected the next big hurdles for SpaceX to clear with Starship to be catching the ship from orbit and orbital refueling, not completing a successful launch. The state of Blue Origin's New Glenn program is a little surprising to me. New Glenn's first launch in January went remarkably well, beating the odds for a new rocket. Now, production delays are pushing back the next New Glenn flights. The flight of Honda's reusable rocket hopper also came out of nowhere a few weeks ago.

As always, we welcome reader submissions. 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.

Isar raises 150 million euros. German space startup Isar Aerospace has obtained 150 million euros ($175 million) in funding from an American investment company, Reuters reports. The company, which specializes in satellite launch services, signed an agreement for a convertible bond with Eldridge Industries, it said. Isar says it will use the funding to expand its launch service offerings. Isar's main product is the Spectrum rocket, a two-stage vehicle designed to loft up to a metric ton (2,200 pounds) of payload mass to low-Earth orbit. Spectrum flew for the first time in March, but it failed moments after liftoff and fell back to the ground near its launch pad. Still, Isar became the first in a new crop of European launch startups to launch a rocket theoretically capable of reaching orbit.

Read full article

Comments

JWST Catch: Directly Imaged Planet Candidate

JWST Catch: Directly Imaged Planet Candidate

We have so few exoplanets that can actually be seen rather than inferred through other data that the recent news concerning the star TWA 7 resonates. The James Webb Space Telescope provided the data on a gap in one of the rings found around this star, with the debris disk itself imaged by the European Southern Observatory’s Very Large Telescope as per the image below. The putative planet is the size of Saturn, but that would make it the planet with the smallest mass ever observed through direct imaging.

Image: Astronomers using the NASA/ESA/CSA James Webb Space Telescope have captured compelling evidence of a planet with a mass similar to Saturn orbiting the young nearby star TWA 7. If confirmed, this would represent Webb’s first direct image discovery of a planet, and the lightest planet ever seen with this technique. Credit: © JWST/ESO/Lagrange.

Adding further interest to this system is that TWA 7 is an M-dwarf, one whose pole-on dust ring was discovered in 2016, so we may have an example of a gas giant in formation around such a star, a rarity indeed. The star is a member of the TW Hydrae Association, a grouping of young, low-mass stars sharing a common motion and, at about a billion years old, a common age. As is common with young M-dwarfs, TWA 7 is known to produce strong X-ray flares.

We have the French-built coronagraph installed on JWST’s MIRI instrument to thank for this catch. Developed through the Centre national de la recherche scientifique (CNRS), the coronagraph masks starlight that would otherwise obscure the still unconfirmed planet. It is located within a disk of debris and dust that is observed ‘pole on,’ meaning the view as if looking at the disk from above. Young planets forming in such a disk are hotter and brighter than in developed systems, much easier to detect in the mid-infrared range.

In the case of TWA 7, the ring-like structure was obvious. In fact, there are three rings here, the narrowest of which is surrounded by areas with little matter. It took observations to narrow down the planet candidate, but also simulations that produced the same result, a thin ring with a gap in the position where the presumed planet is found. Which is to say that the planet solution makes sense, but we can’t yet call this a confirmed exoplanet.

The paper in Nature runs through other explanations for this object, including a distant dwarf planet in our own Solar System or a background galaxy. The problem with the first is that no proper motion is observed here, as would be the case even with a very remote object like Eris or Sedna, both of which showed discernible proper motion at the time of their discovery. As to background galaxies, there is nothing reported at optical or near-infrared wavelengths, but the authors cannot rule out “an intermediate-redshift star-forming [galaxy],” although they calculate that probability at about 0.34%.

The planet option seems overwhelmingly likely, as the paper notes:

The low likelihood of a background galaxy, the successful fit of the MIRI flux and SPHERE upper limits by a 0.3-MJ planet spectrum and the fact that an approximately 0.3-MJ planet at the observed position would naturally explain the structure of the R2 ring, its underdensity at the planet’s position and the gaps provide compelling evidence supporting a planetary origin for the observed source. Like the planet β Pictoris b, which is responsible for an inner warp in a well-resolved—from optical to millimetre wavelengths—debris disk, TWA 7b is very well suited for further detailed dynamical modelling of disk–planet interactions. To do so, deep disk images at short and millimetre wavelengths are needed to constrain the disk properties (grain sizes and so on).

So we have a probable planet in formation here, a hot, bright object that is at least 10 times lighter than any exoplanet that has ever been directly imaged. Indeed, the authors point out something exciting about JWST’s capabilities. They argue that planets as light as 25 to 30 Earth masses could have been detected around this star. That’s a hopeful note as we move the ball forward on detecting smaller exoplanets down to Earth-class with future instruments.

Image: The disk around the star TWA 7 recorded using ESO’s Very Large Telescope’s SPHERE instrument. The image captured with JWST’s MIRI instrument is overlaid. The empty area around TWA 7 B is in the R2 ring (CC #1). Credit: © JWST/ESO/Lagrange.

The paper is Lagrange et al., “Evidence for a sub-Jovian planet in the young TWA 7 disk,” Nature 25 June 2025 (full text).

What should I ask Seamus Murphy?

Yes I will be doing a Conversation with him.  An associate of his emails me this excellent description of his work:

Spent over two decades photographing in Afghanistan (12 trips between 1994–2007). Has been back since the fall of the U.S. side.

  • Collaborated with P.J. Harvey on her album Let England Shake— they travelled together through Kosovo, Afghanistan, and the U.S. while she wrote songs and he filmed/photographed. This lead to P.J.’s album, and Seamus’s documentary ‘A Dog Called Money’
  • Made a film on recently deceased Irish poet Pat Ingoldsby. Pat was a well known Dublin character, a former TV presenter who sold his poetry on the streets of Dublin outside Trinity college for decades.
  • Published several books, including:
    • A Darkness Visible: Afghanistan
    • I Am the Beggar of the World (with Afghan women’s Landay poetry)
    • The Hollow of the Hand (with P.J. Harvey)
    • The Republic (on Ireland pre-2016 centenary)
  • Won 7 work press photo awards, and has photos held in the Getty Museum and Imperial War Museum
  • More recently Seamus has published Strange Love which is a photography book on visual parallels between the U.S. and Russia.
  • Seamus also semi lives in India now and has photo collections on modernising/not-modernising India (https://www.seamusmurphy.com/Epic-City/2)

TC again: So what should I ask him?

p.s. Here is Murphy’s home page.

The post What should I ask Seamus Murphy? appeared first on Marginal REVOLUTION.

       

Related Stories

 

RFK Jr.’s CDC Panel Ditches Some Flu Shots Based on Anti-Vaccine Junk Data

Beth Mole, reporting for Ars Technica:

The vaccine panel hand-selected by health secretary and anti-vaccine advocate Robert F. Kennedy Jr. on Thursday voted overwhelmingly to drop federal recommendations for seasonal flu shots that contain the ethyl-mercury containing preservative thimerosal. The panel did so after hearing a misleading and cherry-picked presentation from an anti-vaccine activist.

There is extensive data from the last quarter century proving that the antiseptic preservative is safe, with no harms identified beyond slight soreness at the injection site, but none of that data was presented during today’s meeting.

The significance of the vote is unclear for now. The vast majority of seasonal influenza vaccines currently used in the US — about 96 percent of flu shots in 2024–2025 — do not contain thimerosal. The preservative is only included in multi-dose vials of seasonal flu vaccines, where it prevents the growth of bacteria and fungi potentially introduced as doses are withdrawn.

However, thimerosal is more common elsewhere in the world for various multi-dose vaccine vials, which are cheaper than the single-dose vials more commonly used in the US. If other countries follow the US’s lead and abandon thimerosal, it could increase the cost of vaccines in other countries and, in turn, lead to fewer vaccinations.

Having an ignorant conspiracy nut lead the Department of Health and Human Services is angering and worrisome, to say the least. But it’s also incredibly frustrating, because Donald Trump himself isn’t an anti-vaxxer. In fact, one of the few great achievements of the first Trump Administration was Operation Warp Speed, a highly successful effort spearheaded by the US federal government to “facilitate and accelerate the development, manufacturing, and distribution of COVID-19 vaccines, therapeutics, and diagnostics.” Early in the pandemic experts were concerned it would take years before a Covid vaccine might be available. Instead, multiple effective vaccines were widely available — and administered free of charge — in the first half of 2021, only a year after the pandemic broke. It was a remarkable success and any other president who spearheaded Operation Warp Speed would have rightfully taken tremendous credit for it.

But instead, while plotting his return to office, Trump smelled opportunity with the anti-vax contingent of the out-and-proud Stupid-Americans, and now here we are, with a genuine know-nothing lunatic like RFK Jr. as Secretary of Health and Human Services. God help us if another pandemic hits in the next few years.

 ★ 

‘Stupid-Americans Are the New Irish-Americans, Trump Is Their JFK’

Banger of a post by “tarltontarlton” on Reddit:

That same process is happening now with stupid people. They’re transcending their individual limitations, finding each other and becoming out-and-proud Stupid-Americans. [...]

How individual stupid Americans are becoming the collective, self-aware group of Stupid-Americans is a great idea for a lot of very fancy journalism I’m sure. It’s probably got something to do with the internet, where stupid people can find and repeat stupid things to each other over and over and over again.

I believe it has a lot to do with the Internet, which has functioned as a terribly efficient sorting machine. It used to be that there were conservative Democrats and liberal Republicans. Both political parties were, effectively, shades of purple. Now we’ve sorted ourselves, and the result is the palpable increase in polarization. Low-IQ stupidity might still be spread across both sides of the political aisle, but willful ignorance — the dogmatic cultish belief that loudmouths’ opinions are on equal ground with facts and evidence presented by informed experts — is the entire basis of the MAGA movement. A regular stupid person might say, “Well, I don’t know anything about vaccines, so I better listen to my doctor, who is highly educated and well-informed on the subject.” An out-and-proud Stupid-American says “I don’t know anything about vaccines either, so I’m going to listen to a kook who admits that a worm ate part of his brain, because I can’t understand the science but I can understand conspiracy theories.”

If written language survives the next six weeks, we’ll be writing about Donald Trump for a thousand years. But whatever else there is to say, the most important thing about Donald Trump, the thing that is obvious from watching him speak for just 14 seconds, is that he is profoundly stupid. Whatever it is that he might be talking about or doing at any given moment, it’s clear that while he has a reptilian instinct for reading and stoking conflict, he has no real idea what’s going on and he doesn’t really care to. Stupid is what he is and where he comes from. It is his mind and his soul. Catholic was what JFK was. Gay was what Harvey Milk was. Stupid is who Donald Trump is.

And that’s what they love most, the Stupid-American voters.

Remember that sentence you heard at the beginning of all this in 2016? “He’s just saying what everybody is thinking.”

But see, not everybody was thinking that Hillary Clinton was an alien, that global warming was a Chinese hoax and that what America needed most of all was a plywood wall stretching from Texas to California. Only the stupid people were. And suddenly, in an instant, the most powerful man on earth was thinking just like them. With his clueless smirk and unstoppable rise, he turned people whose stupidity made them feel like nobody into people who felt like everybody.

That’s why he’ll never lose them. Because it was never about what he did or didn’t do. All that stuff is very confusing and the Stupid-American community isn’t interested in the details. They love him for who he is, which is one of them, and because he shows them every day that Stupid-Americans can reach the social mountaintop.

(Via Kottke.)

 ★ 

★ More on Apple’s Trust-Eroding ‘F1 The Movie’ Wallet Ad

This is a funny gag from Claude Zeins, but if you think about it, it shows just how destructive Apple’s decision was to send a push notification from the Wallet app promoting F1 The Movie.

It’s a fact that no company can inject an ad into your physical wallet. It just can’t happen. So if Apple’s message to users is that they should trust Apple Wallet, and move more of their “shit that goes in your wallet” life from their traditional analog wallet into their digital Apple Wallet, that’s the bar. No ads, ever. They’re competing against the privacy and intimacy of one of the most personal things people carry with them.

It’s not just that many people find ads annoying, no matter where they appear. It’s that Apple Wallet ought to be sacrosanct — like the Passwords and Journal apps. Apple is asking us to trust this app with our finances, our identity cards, and our keys. I’m 99.9 percent certain this F1 ad was just blasted out to zillions of Wallet users indiscriminately, but some number of users who got it — especially people who know they’re in the demographic for the movie — surely think they got the ad because Wallet is tracking their interests and activities. Like, what if you recently bought tickets to see another summer blockbuster movie? Using Apple Wallet? And then you got this ad? It’d be completely sensible to be spooked by that, and conclude that Apple Wallet is tracking you.

Sending this ad is completely destructive to all the hard work other teams at Apple have done to make Apple Wallet actually private — and, more importantly, to get users to believe that it’s private. That Apple can be trusted in ways that other “big tech” companies cannot. The perception of privacy is just as important as the technical details that make something actually private. I try very seldom to call for anyone to be fired, but I think whoever authorized this movie ad through Wallet push notifications ought to be canned.

A Map in Every Pocket

It’s been more than 18 years since Steve Jobs demonstrated Google Maps on the then-prototype iPhone, and it’s hard to wrap one’s head around how transformational the fact that every mobile phone comes with a… More

Three and One Half Thoughts on Zohran Mamdani’s Big, Big Win

Since I haven’t written about this here, I wanted to share a few thoughts about Zohran Mamdani’s big Democratic mayoral primary win in New York. If you’ve been saturated by coverage of this race, these won’t strike you as terribly original points. I’m just sharing my perspective.

First, I see three reasons why Mamdani won.

The first is the simple fact that Democratic voters are angry and dissatisfied with the incumbent Democratic political class. We see this everywhere. It’s much less about ideology than it is often portrayed. We live in an angry, distrustful, populist age. Since the greatest expression of this mood has come from the right, Democrats have often been in the uncomfortable position of leveraging against this tendency, holding the line for institutional continuity, preservation over destruction and many other situationally understandable impulses. But the twin effects of Trump’s comeback victory and the often fractured and feeble response to it by the Democratic leadership in Washington has washed all of that away.

Andrew Cuomo is of course a damaged and baggage-saddled candidate far beyond these more general anti-establishment impulses. But that’s at least a bit less relevant than it may appear from outside New York. As governor, Cuomo kept the state GOP on life support in the legislature to maintain himself as the fulcrum of state politics. That sowed all manner of grievance against him both in the left wing of the state Democratic Party and in New York City generally, where he antagonized the city as part of this same fulcrum-ing. His scandals played a big role in this outcome, but they largely confirmed, justified and intensified a pre-existing animus. (For what it’s worth, I have always thought the COVID “scandal” claims were greatly overblown and often tendentious. The harassment accusations speak for themselves.) I note all this to say that Cuomo suffered from a New York-specific version of the anti-incumbent mood that is intense nationwide among Democrats.

I saw someone call Cuomo’s campaign lazy and entitled. I don’t disagree with that but I’d put it differently. It had the feel to me of an NFL coach announcing that he was ready to coach your mid-rank college program. You don’t ask questions; you just hire him. On paper it kinda makes sense. He’s a three-term governor and was once a widely anticipated presidential candidate. And now he’s coming back down from the stratosphere to be mayor. But that’s not how it played.

Second, Mamdani ran on the cost of living. In key respects that’s the issue Trump won on last year. Of course, the real bones of Trump’s campaign were the standard greatest hits of far-right populism — authoritarian government, immigrant expulsion, punishment of domestic enemies. But those weren’t the issues that drove his support among swing voters who are mostly only loosely plugged into the political system. The issue for those voters was overwhelmingly inflation and cost of living. Just because Trump had no actual plans to do anything but drive prices up should not blind us to the salience of the issue.

Given some of the coverage especially outside of the New York City area you might have gotten the idea that he ran on socialism or the Palestinian intifada, a topic we’ll get to in a moment. But while those both clearly played a role with core supporters, the actual campaign was totally different. It was all about a series of proposals, good or bad, focused on the cost of living — specifically a rent freeze, city-run grocery stores, better and free public transportation. Cost of living is the ultimate kitchen-table, pocket book issue. It’s particularly resonant coming off the biggest inflationary shock in the adult memory of the vast majority of voters. It should also loosen up our preconceptions about whether “pocket book” issues is code for politics as usual or doing stuff other than opposing Trump.

Third, Mamdani is an extremely able politician. This is the one part of the equation which I’m not sure is fully clear outside the Greater New York City region. I wasn’t covering this race and had my hands full with other DC stories I was covering and the normal family responsibilities with teenage boys, including getting one ready to head off to college. So my impressions of the race were mostly from TV ads and the ubiquitous social media ads from Mamdani, someone who I was at first inclined to see as just the standard issue, DSA-style candidate in the race. Whatever you think of his politics, you can’t see the guy’s ads and not pretty quickly realize you’re watching someone with standout, perhaps generational political talent. His ads were almost entirely him talking to the camera. There were a ton of them, like they were rattling off a few a day. They reminded me of Trump (gimme a chance here …) in that they seemed less like planned and choreographed messaging than the actual candidate being in regular contact with potential voters. (That’s always been a big, big part of Trump’s power.) Artifice of course is a central element of the greatest political talents and there’s nothing wrong with that. But the point is simply, especially if you didn’t experience the race locally, don’t underrate the role of Mamdani being a standout political talent.

For the half point, I’ll briefly discuss the Israel issue and claims of antisemitism, simply because these are issues I write about frequently and have strong views on so it would seem weird if I didn’t address them.

I’ve seen nothing at all that makes me think that Zohran Mamdani is an antisemite. That’s the main thing I want to say on this issue. Another key part of this is that Israel and Palestine were not really a major part of his campaign, in terms of what he was saying on the campaign trail or his messaging. That whole part of the campaign was either largely or entirely about him getting pressed to address, justify or denounce things he’d said in the past. That is fair. Every candidate is responsible for addressing views or statements from their own past record. (I note the distinction here because it’s important to understand the actual campaign Mamdani chose to run.) Mamdani is clearly quite anti-Israel in his politics. That’s a pretty consistent through-line back to his student activism days — which were only back in Obama’s second term. He’s endorsed BDS and various cultural boycotts; he’s a big critic of the occupation, which many of us are. He has used lightning-rod words like “genocide” and “apartheid.”

These are not my positions or views, certainly. But there are lots of political positions I disagree with. All of that speaks for itself. I wanted to address this in two ways, what I disagree with in Mamdani’s views and ways, with those views, he could work to be a more effective candidate and mayor if he’s elected.

Pushing through all his past statements, the one overriding impression of Mamdani’s views that seem significant to me is one he shares with a lot of the current “pro-Palestine” left, which is that Zionism in its core, essential elements was illegitimate from the start and was simply part of the far larger and now rightly discredited project of European colonialism. Second, he thinks the idea of a Jewish right to national self-determination — a concept which has been treated largely as a given for almost every other people on the globe for either one or two centuries depending on how you want to judge things — is basically a sham. I fundamentally disagree with both those claims. I have plenty of friends who believe those things. Doesn’t stop me from being friends with them. People disagree about lots of things. My point is simply that these are disagreements that go beyond catch-phrases or endorsing a particular boycott.

At least in principle, one’s views on those questions shouldn’t have anything to do with tax or rent policies in New York City. Of course, in the real world it’s not that simple. I want to conclude with some brief comments about Mamdani’s defense of the phrase “globalize the intifada.” He went on the Bulwark podcast in the final days of the campaign and refused to denounce the slogan, a move which then became an issue.

“Globalize the intifada” is certainly not an antisemitic statement. It’s a slogan of Palestinian nationalism and a rejection of at least the occupation of the 1967 territories. It’s also a kind of tres chic rallying cry for the international left in which pro-Palestine activism represents a set of aspirations that transcend the specific questions of those pieces of land. In any case, it’s not antisemitic. It is an expression of Palestinian nationalism and their rejection of living under what is now fairly called perpetual military rule.

But it’s not only that. The Second Intifada involved a hideously brutal terrorist campaign primarily against civilians and mostly within 1967 Israel. Violence against civilians is far from uncommon in these kinds of struggles. But it is definitionally the case that many Jews, even ones who don’t care particularly about anything going on in Israel and don’t support its current government, will find that slogan menacing. The Second Intifada is the one most people think about now when they use the term, fairly or not; something like a thousand Jewish Israelis were killed in various attacks during its course, with the overwhelming percentage of them civilians; if you talk about “globalizing” that, it’s not crazy that a significant number of people will think it means bringing that violence to them if they’re Jews. I know that there are people who use it to mean “take this conflict out of beatings and skirmishes in the West Bank and put it at the center of the global conversation.” The reality is that this phrase not only can mean a lot of things, it does mean a lot of things. That’s how language works. The ambiguity is part of it. Every good political slogan contains a range of possibilities. That’s what gives a slogan its resonance and power. Everyone who thinks seriously about these questions of language and power knows this.

Now, we have free speech. People can say what they please. And I get why Mamdani, with his history of activism on this issue, doesn’t want to denounce or get tone-policed about what he sees as the expression of a just cause. But you can refuse to denounce things that you nonetheless decline to say yourself. And I hope Mamdani can explore the possibilities that exist in that space. I don’t think it’s enough to say: “You don’t understand. That’s not what it means.” Words mean lots of things. If you want to be the mayor of the city with more Jews than any city in the world, you need to work with that reality. I don’t think Mamdani wants Israel-Palestine to be a key component of his campaign or potential mayoralty. I think some more dexterity in that space, as I described above, would go a long way to reassure those whose apprehension is real and not just a cudgel used against him, a characterization that applies to many of his critics.

The Heist Continues, Now with a Semi at the Loading Dock

From Politico …

On the federal employee pension plan: In order to pay for the megabill, Senate Republicans are considering substantially hiking “federal employees’ retirement contributions to 15.6 percent of their salary — compared with the 9.4 percent required in the initial version of the bill — while carving out an exemption for members of Congress and their staff,” POLITICO’s Lawrence Ukenye reports.

I think “substantially” manages to understate the hike here.

Apple’s Other ‘F1 The Movie’ In-App Promotions

Joe Rossignol:

The company has promoted its Brad Pitt racing film with advertisements across at least six iPhone apps leading up to today’s wide release, including the App Store, Apple Wallet, Apple Sports, Apple Podcasts, iTunes Store, and of course the Apple TV app.

Most of those apps have ads in them all the time. It’s certainly fine for Apple to use those ad spots to promote their own movie. Even with Apple Sports, which most of the time has no ads at all, I think it’s fine for Apple to occasionally drop a promotion in there for something of their own. And F1 The Movie is a sports movie. The Apple Wallet push notification isn’t just a little different, it’s a lot different.

I will also note one other sort-of promotion. I play the mini crossword every morning in Apple News. Today’s 1-down clue was “F1 The Movie star Brad ____”. I think that’s a clever on-brand tie-in. Fun, not obnoxious. But with the smell of that Wallet push-notification fart still hanging in the air, not as much fun as it otherwise would have been.

 ★ 

What I’ve been reading

1. Alex Niven, The North Will Rise Again: In Search of the Future in Northern Heartlands.  If you can look past the usual ill-informed chatter about Maggie ruining northern England (the author needs to study growth models!), this is quite an interesting book.  I do not mind that it roams into the territory of popular music in what seems to be an arbitrary fashion.  Here is one bit: “I have written before about how a version of this cultural complex is one of the reasons why English identity — with its nostalgia for vague historical dreams and absurd lack of real constitutional structures in the present — is really a kind of vast melancholic illusion.  Northern English identity is a sort of killer variant of this more widespread national disease.”

2. Christopher Clarey, The Warrior: Rafael Nadal and His Kingdom of Clay.  An intelligent and very good book, covering one of the greatest eras (Federer-Nadal-Djokovic) that any sport ever has had.

3. Ned Palmer, A Cheesemonger’s Tour de France.  About half of this book is good and focused.  Think of it as one possible introduction to French regional history.  You can learn why Provence is so special for goat cheese, and why Dijon has kept so many original agricultural and cheese-making traditions.  Why cheese comes from Brittany only in recent times, and so on.

4. Rupert Gavin, Amorous or Loving?: The Highly Peculiar Tale of English and the English.  An excellent book that will make my best of the year list.  How did the English language come to be so diverse and also have so many words?  Along the way you get decent insights into economic history, the importance of London, and the Straussian readings of Macbeth.

5. Tim Bouverie, Allies at War: The Politics of Defeating Hitler.  A useful and detailed reminder that allies never really quite get along with each other.  You can never read too many books about World War II.

I am very sympathetic with Dean Spears and Michael Geruso, After the Spike: Population, Progress, and the Case for People.

The post What I’ve been reading appeared first on Marginal REVOLUTION.

       

Related Stories

 

Friday 27 June 1662

Up early, not quite rid of my pain. I took more physique, and so made myself ready to go forth. So to my Lord, who rose as soon as he heard I was there; and in his nightgown and shirt stood talking with me alone two hours, I believe, concerning his greatest matters of state and interest. Among other things, that his greatest design is, first, to get clear of all debts to the King for the Embassy money, and then a pardon. Then, to get his land settled; and then to, discourse and advise what is best for him, whether to keep his sea employment longer or no. For he do discern that the Duke would be willing to have him out, and that by Coventry’s means. And here he told me, how the terms at Argier were wholly his; and that he did plainly tell Lawson and agree with him, that he would have the honour of them, if they should ever be agreed to; and that accordingly they did come over hither entitled, “Articles concluded on by Sir J. Lawson, according to instructions received from His Royal Highness James Duke of York, &c., and from His Excellency the Earle of Sandwich.” (Which however was more than needed; but Lawson tells my Lord in his letter, that it was not he, but the Council of Warr that would have “His Royal Highness” put into the title, though he did not contribute one word to it.) But the Duke of York did yesterday propose them to the Council, to be printed with this title: “Concluded on, by Sir J. Lawson, Knt.” and my Lord quite left out. Here I find my Lord very politique; for he tells me, that he discerns they design to set up Lawson as much as they can and that he do counterplot them by setting him up higher still; by which they will find themselves spoiled of their design, and at last grow jealous of Lawson. This he told me with much pleasure; and that several of the Duke’s servants, by name my Lord Barkeley [of Stratton], Mr. Talbot, and others, had complained to my Lord of Coventry, and would have him out. My Lord do acknowledge that his greatest obstacle is Coventry. He did seem to hint such a question as this: “Hitherto I have been supported by the King and Chancellor against the Duke; but what if it should come about, that it should be the Duke and Chancellor against the King?” which, though he said it in these plain words, yet I could not fully understand it; but may more here after.

My Lord did also tell me, that the Duke himself at Portsmouth did thank my Lord for all his pains and care; and that he perceived it must be the old Captains that must do the business; and that the new ones would spoil all. And that my Lord did very discreetly tell the Duke (though quite against his judgement and inclination), that, however, the King’s new captains ought to be borne with a little and encouraged. By which he will oblige that party, and prevent, as much as may be, their envy; but he says that certainly things will go to rack if ever the old captains should be wholly out, and the new ones only command.

Then we fell to talk of Sir J. Minnes, of whom my Lord hath a very slight opinion, and that at first he did come to my Lord very displeased and sullen, and had studied and turned over all his books to see whether it had ever been that two flags should ride together in the main-top, but could not find it, nay, he did call his captains on board to consult them. So when he came by my Lord’s side, he took down his flag, and all the day did not hoist it again, but next day my Lord did tell him that it was not so fit to ride without a flag, and therefore told him that he should wear it in the fore-top, for it seems my Lord saw his instructions, which were that he should not wear his flag in the maintop in the presence of the Duke or my Lord.

But that after that my Lord did caress him, and he do believe him as much his friend as his interest will let him. I told my Lord of the late passage between Swan and me, and he told me another lately between Dr. Dell and himself when he was in the country.

At last we concluded upon dispatching all his accounts as soon as possible, and so I parted, and to my office, where I met Sir W. Pen, and he desired a turn with me in the garden, where he told me the day now was fixed for his going into Ireland1 and that whereas I had mentioned some service he could do a friend of mine there, Saml. Pepys, he told me he would most readily do what I would command him, and then told me we must needs eat a dish of meat together before he went, and so invited me and my wife on Sunday next. To all which I did give a cold consent, for my heart cannot love or have a good opinion of him since his last playing the knave with me, but he took no notice of our difference at all, nor I to him, and so parted, and I by water to Deptford, where I found Sir W. Batten alone paying off the yard three quarters pay. Thence to dinner, where too great a one was prepared, at which I was very much troubled, and wished I had not been there. After dinner comes Sir J. Minnes and some captains with him, who had been at a Councill of Warr to-day, who tell us they have acquitted Captain Hall, who was accused of cowardice in letting of old Winter, the Argier pyrate, go away from him with a prize or two; and also Captain Diamond of the murder laid to him of a man that he had struck, but he lived many months after, till being drunk, he fell into the hold, and there broke his jaw and died, but they say there are such bawdy articles against him as never were heard of … [– one, that he should upon his knees drink the King and Queenes health at Lisbon, wishing that the King’s pintle were in the Queenes cunt up to her heart, that it might cry “Knack, knock” again. – L&M]

To the pay again, where I left them, and walked to Redriffe, and so home, and there came Mr. Creed and Shepley to me, and staid till night about my Lord’s accounts, our proceeding to set them in order, and so parted and I to bed.

Mr. Holliard had been with my wife to-day, and cured her of her pain in her ear by taking out a most prodigious quantity of hard wax that had hardened itself in the bottom of the ear, of which I am very glad.

Footnotes

Read the annotations

Laser Danger

To combat the threat, many airlines are installing wing-mounted spray bottles.

Las Vegas in May: Visitor Traffic Down 6.5% YoY; Convention Traffic up 10.7% YoY

From the Las Vegas Visitor Authority: May 2025 Las Vegas Visitor Statistics
With headwinds of ongoing economic uncertainty, the destination hosted approximately 3.4 million visitors in May, down ‐6.5% YoY.

Convention attendance reached approx. 511k for the month (up 10.7%), supported in part by show rotations including LightFair International (8,500 attendees), the Bitcoin conference (30k attendees) and the National Automatic Merchandising Association/NAMA Show (5k attendees). Also, a few shows were held in May this year vs. other months last year, including Las Vegas Antique Jewelry & Watch Show (7,500 attendees, held in June last year) and PETZONE360 Live (5k attendees, held in April last year.)

Hotel occupancy reached 83.0% for the month, down ‐3.1 pts with Weekend occupancy of 89.9% (down ‐3.5 pts) and Midweek occupancy of 79.3% (down ‐3.2 pts). ADR for the month reached $198 (‐2.2% YoY) with RevPAR of $165 (‐5.7% YoY).
emphasis added
Las Vegas Visitor Traffic Click on graph for larger image.

The first graph shows visitor traffic for 2019 (Black), 2020 (dark blue), 2021 (light blue), 2022 (light orange), 2023 (orange), 2024 (dark orange) and 2025 (red).

Visitor traffic was down 6.5% compared to last May.  Visitor traffic was down 7.4% compared to May 2019.

Year-to-date (YTD) visitor traffic is down 6.1% compared to the same period in 2019.

The second graph shows convention traffic.

Las Vegas Convention Traffic
Convention traffic was up 10.7% compared to May 2024, but down 1.8% compared to May 2019.  

YTD convention traffic is down 5.7% compared to 2019.

China’s Shenzhou-20 astronauts complete second spacewalk to enhance Tiangong space station

A Chinese astronaut conducts a spacewalk outside the Tiangong space station, working on the robotic arm while Earth is visible in the background. The scene was captured by a panoramic camera on the Wentian module during Shenzhou-20’s second EVA on June 26, 2025.

Two Chinese astronauts conducted an extravehicular activity outside the Tiangong space station Thursday, marking their second spacewalk in five weeks.

The post China’s Shenzhou-20 astronauts complete second spacewalk to enhance Tiangong space station appeared first on SpaceNews.

Pentagon to consider SpaceX alternative for Space Force satellite program

The outcome of the review could impact the procurement of as many as 140 satellites for the Space Development Agency's Transport Layer Tranche 3 program

The post Pentagon to consider SpaceX alternative for Space Force satellite program appeared first on SpaceNews.

The Commercial Space Federation (CSF) Welcomes Starcloud and Volta Space Technologies as New Associate Members

Commercial Space Federation (CSF) logo

June 27, 2025 – Washington, D.C.—The Commercial Space Federation (CSF) is pleased to welcome Starcloud and Volta Space Technologies as new Associate Members. These forward-looking companies bring cutting-edge capabilities that […]

The post The Commercial Space Federation (CSF) Welcomes Starcloud and Volta Space Technologies as New Associate Members appeared first on SpaceNews.

New SLS booster design suffers anomaly during test

BOLE test

A new version of the solid rocket booster being developed for the Space Launch System experienced an anomaly during a test firing in Utah June 26.

The post New SLS booster design suffers anomaly during test appeared first on SpaceNews.

All eyes on the moon: sharing information for lunar peace, safety and sustainability

Blue Ghost 1 shadow

We live in a brand new era for lunar activities. With over 100 payloads from around the globe planned to visit the Moon by 2030, our closest natural satellite will […]

The post All eyes on the moon: sharing information for lunar peace, safety and sustainability appeared first on SpaceNews.

Rocket Lab launches HawkEye 360 satellites

Electron launch June 26 2025

Rocket Lab launched a set of satellites for HawkEye 360 June 26 in the first of back-to-back launches from its New Zealand launch site.

The post Rocket Lab launches HawkEye 360 satellites appeared first on SpaceNews.

Links 6/27/25

Links for you. Science:

Drug deaths plummet among young Americans as fentanyl carnage eases
South Africa Built a Medical Research Powerhouse. Trump Cuts Have Demolished It.
Protect transgender scientists
RFK Jr. announces 8 appointees to CDC vaccine panel—they’re not good
These Moths in Australia Use the Milky Way as a GPS to Fly 1,000 Kilometers
The Future of the HPV Vaccine Is Up in the Air. One of the most effective vaccines available was going to become more accessible—until RFK Jr. dismissed the CDC’s advisory committee.

Other:

Robert F. Kennedy Jr. Will Not Let My Daughter Be
Women in ICE’s Burlington office subject to ‘inhumane’ and unsanitary conditions
Trump’s judicial picks still suck—and now they’re election deniers too
Community And Choice Are Not Bubbles
The head of a new RFK Jr. support group believes the Protocols of the Elders of Zion are real. Leland Lehrman, executive director of the MAHA Institute, also believes Israel might have been behind 9/11.
Eric Adams Has a Foreign Corruption Problem. New York’s Is Way Bigger
She served the American people for 35 years. Now her retirement income is on the line
‘No food, job or phones’: Afrikaner ‘refugee’ family ‘stranded’ in US
Caroline man pleads guilty to shooting Latino men because he thought they were immigrants
Climate Change Will Bankrupt the Country
Employees Terrified of ICE Raids Are Failing to Show Up at Work
Trump on Juneteenth: US has ‘too many non-working holidays’ (what an asshole)
Could the Third Time Be the Charm on Impeachment and Removal?
How red states tiptoe around Trump’s wreckage
A teen with no criminal background was deported by ICE, leaving his community aghast
Trump and his minions keep lying about heinous ICE raids caught on camera
Abolishing ICE Is the Bare Minimum
Beyond Bluesky: These are the apps building social experiences on the AT Protocol
Salt Typhoon Hack Keeps Getting Worse, Telecoms Tell Employees To Stop Looking For Evidence Of Intrusion
Grok’s ‘White Genocide’ Responses Show How Generative AI Can Be Weaponized
Trump’s Juneteenth message: Americans get too many days off (what an asshole)
MAGA Whips Up Conspiracy Theories To Muddy An Act Of Right-Wing Violence
‘They’re Taking Shirly’: An Army Sergeant Thought His Family Was Safe. Then ICE Deported His Wife
Washington cherry growers struggle to find pickers
Why Donald Trump Is Obsessed with a President from the Gilded Age
How My Reporting on the Columbia Protests Led to My Deportation
Stop Looking for Red Lines. You no Longer Live in a Full Democracy
Trump unloads his 2020 demons onto the rest of America. From protests to public health, the president is undoing the events that humiliated him during his first term.

Mamdani Proposes a ‘PX for the People’ and the Washington Post Loses Its Shit

In a squealing, hyperventilating, pants-shitting editorial, the Washington Post editorial board* scribbles (boldface mine):

Now, a man who believes that capitalism is “theft” is in line to lead the country’s biggest city and the world’s financial capital. His signature ideas are “city-owned grocery stores,” no bus fares, freezing rent on 1 million regulated apartments and increasing the minimum wage to $30. No doubt these might strike some voters as tempting ideas. But, as with so many proposals from America’s far left, the trade-offs would hurt the people they are supposed to help.

The federal government already runs grocery stores: the Army & Air Force Exchange Service, often known as the “PX” (or “BX”). They seem to be quite popular due to their lower prices. Mamdani isn’t guaranteed to win, but even if he does–and if the City Council lets him do this (and if more taxes are required, if the state allows those taxes)–it’s just providing the residents of New York City a ‘People’s PX.’

As market failures go, the lack of affordable food is pretty high on the list.

A People’s PX is worth trying. It beats the moderate and centrist Democratic strategy of “The Audacity of Nope.” Hell, it might even work…

*Yes, the paper is run by a fucking Tory. What could possibly go wrong?

EchoStar delays bankruptcy threat after Trump pushes for FCC resolution

EchoStar has delayed a potential bankruptcy filing to allow more time for talks with regulators reviewing whether the satellite operator is complying with conditions tied to its spectrum licenses.

The post EchoStar delays bankruptcy threat after Trump pushes for FCC resolution appeared first on SpaceNews.

SpaceX breaks launchpad turnaround record with midnight Starlink flight

File: A SpaceX Falcon 9 rocket stands at Space Launch Complex 40 (SLC-40) at Cape Canaveral Space Force Station. Image: Adam Bernstein/Spaceflight Now

Continuing to push the boundaries of rapid reuse, SpaceX set a new launchpad turnaround record in the predawn hours of Saturday when it launched its latest Falcon 9 rocket.

The mission, dubbed Starlink 10-34, rocketed off the pad at 12:26 a.m. EDT (0426 UTC), coming two days, eight hours, 31 minutes and 10 seconds after the launch of the Starlink 10-16 mission on June 25.

This beat the previous record set by SpaceX back in March by nearly 30 minutes.

SpaceX managed to launch its 27 Starlink V2 Mini satellites at the beginning of the early morning launch window, despite some inclement weather that passed through Florida’s Space Coast on Friday night heading into the launch opportunity.

SpaceX used the Falcon 9 first stage booster with the tail number B1092 to launch the Starlink 10-34 mission, which flew for a fifth time. Its previous missions were:

  • Starlink 12-13
  • NROL-69
  • CRS-32
  • GPS III SV08

A little more than eight minutes after liftoff, B1092 landed on the droneship, ‘A Shortfall of Gravitas.’ This was the 115th touchdown on this vessel and the 469th booster landing to date.

SpaceX has one more Falcon 9 launch scheduled for Saturday, June 28, which is the Starlink 15-7 mission. That will launch from Vandenberg Space Force Base with a planned liftoff time of 9:47 a.m. PDT (12:47 p.m. EDT, 1647 UTC).

Saturday morning’s launch was the 497th Falcon 9 flight to date, coming on the 10th anniversary of the company’s seventh Commercial Resupply Services (CRS-7) mission to the International Space Station. That mission ended abruptly with an in-flight anomaly, but it resulted in a notable block upgrade for the Falcon 9 rocket that’s still in use today.

Batter bits, scraps, dubs, scrumps

When I was a kid when you went to a proper chippie - fish and chips traditionally on a Friday - you could ask for “batter bits” (regional naming statistics) which were the wonderful leftover deep-fried scraps of fish batter, and you’d get them free.

Anyway apparently if the scraps build up too much in the fryer they can cause chip shop fires. So always clear them out.


What does my head in about this astounding beatboxing is that it’s all done with the human mouth and the Pleistocene was 2 MILLION YEARS so odds are some pre-historic proto-human was banging rocks and spitting weird synth beats under the Milky Way on the African savannah, and we will never hear it.

Who was the Lennon of the BCE 500,560s, who was the Mozart of the -12,392nd century?


Global Hypercolor was such a great brand name for t-shirts. Bad concept though, garments which change colour based on body heat, look I’m sweating right here, hey I’m suddenly more nervous right now.

I remember playing a video game called Magical Flying Hat Turbo Adventure, same energy, name-stacking-wise.

There is a company registered in the UK named THIS IS THE COMPANY WITH THE LONGEST NAME SO FAR INCORPORATED AT THE REGISTRY OF COMPANIES IN ENGLAND AND WALES AND ENCOMPASSING THE REGISTRIES BASED IN SCOTLAN


Coding with Cursor is so weird. You just loop one minute composing a thoughtful paragraph to the AI agent telling it what to do, and then three minutes you wait for it to be done, gazing out the window contemplating the gentle breeze on the leaves, the distant hum of traffic, the slow steady unrelenting approach of that which comes for us all.


The Netflix Originals red N is such an anti-signal, I immediately assume it’s minute-by-minute-honed attention-farming prestige slop.


Hold me closer, tiny shader. Not sure where this is going but this is my first time implementing a shader so dunno.


Some food names where it’s the same thing twice:

  • couscous
  • bonbon
  • piri piri
  • biang biang
  • tartar
  • agar-agar

That TikTok from 2020 of the guy on the longboard lip-syncing Fleetwood Mac was such a vibe you know, an invisible secret sadness at 4s, a whole emotional arc, a flash of sunrise ahead at 21s, I can’t think of anything that so precisely targets coordinates in vibe latent space, with such quick efficiency.

Sean Willis on Bluesky shared the music video for Gold by Chet Faker and it’s a good job I never saw it when I was 18 or I would have moved immediately to LA and burnt the next decade night driving freeways at 4am.


Auto-detected kinda similar posts:

Q2 GDP Tracking: Moving Down, Still Wide Range

There will be additional trade related distortions in Q2 boosting GDP.

From BofA:
Since our last weekly publication, our 2Q GDP tracking is down one-tenth to +2.5% q/q saar. [June 27th estimate]
emphasis added
From Goldman:
We lowered our Q2 GDP tracking estimate by 0.1pp to +3.9% (quarter-over-quarter annualized). Our Q2 domestic final sales estimate stands at 0%. [June 27th estimate]
And from the Atlanta Fed: GDPNow
GDPNow
The GDPNow model estimate for real GDP growth (seasonally adjusted annual rate) in the second quarter of 2025 is 2.9 percent on June 27, down from 3.4 percent on June 18. After recent releases from the US Census Bureau and the US Bureau of Economic Analysis, an increase in the nowcast of the contribution of net exports to second-quarter real GDP growth from 2.07 percentage points to 3.49 percentage points was more than offset by a decrease in the nowcasted GDP growth contribution of inventory investment from -0.42 percentage points to -2.22 percentage points. [June 27th estimate]

The One With Michael

The episodes are coming thick and fast:

An exceedingly rare asteroid flyby will happen soon, but NASA may be left on the sidelines

A little less than four years from now, a killer asteroid will narrowly fly past planet Earth. This will be a celestial event visible around the world—for a few weeks, Apophis will shine among the brightest objects in the night sky.

The near miss by the large Apophis asteroid in April 2029 offers NASA a golden—and exceedingly rare—opportunity to observe such an object like this up close. Critically, the interaction between Apophis and Earth's gravitational pull will offer scientists an unprecedented chance to study the interior of an asteroid.

This is fascinating for planetary science, but it also has serious implications for planetary defense. In the future, were such an asteroid on course to strike Earth, an effective plan to deflect it would depend on knowing what the interior looks like.

Read full article

Comments

Final Look at Local Housing Markets in May and a Look Ahead to June Sales

Today, in the Calculated Risk Real Estate Newsletter: Final Look at Local Housing Markets in May and a Look Ahead to June Sales

A brief excerpt:
After the National Association of Realtors® (NAR) releases the monthly existing home sales report, I pick up additional local market data that is reported after the NAR. This is the final look at local markets in May.

There were several key stories for May:

• Sales NSA are down year-over-year (YoY) through May, and sales last year were the lowest since 1995! The YoY comparisons will be easier the next several months, so sales in 2025 might be close to the level in 2024.

• Sales SA were down YoY for the 4th consecutive month and 41 of the last 45 months.

• Months-of-supply is at the highest level since 2016 (tying one month near the start of the pandemic).

• The median price is barely up YoY, and with the increases in inventory, some regional areas will see more price declines.

Sales at 4.03 million on a Seasonally Adjusted Annual Rate (SAAR) basis were above the consensus estimate; however, housing economist Tom Lawler’s estimate was right on (usually very close).

Sales averaged close to 5.44 million SAAR for the month of May in the 2017-2019 period. So, sales are about 26% below pre-pandemic levels.
...
Local Markets Closed Existing Home SalesIn May, sales in these markets were down 3.8% YoY. Last month, in April, these same markets were also down 3.8% YoY Not Seasonally Adjusted (NSA). The NAR reported sales in May were down 4.0% YoY NSA, so this sample is close.

Important: There were fewer working days in May 2025 (21) as in May 2024 (22). So, the year-over-year change in the headline SA data was higher than for the NSA data. According to the NAR, seasonally adjusted sales were only down 0.7% YoY in May.
...
More local data coming in July for activity in June!
There is much more in the article.

Friday assorted links

1. Yancey Strickler’s Artist Corporations project, and TED talk here.

2. Debates over the degree of heritability.

3. Matching potential partners based on browser history.

4. USG currently runs about 240 grocery stores, through the military, and operating at a loss.

5. “The risk premium on New York City’s debt barely budged following the election results.” (Bloomberg)

6. Turnover in Iranian military leadership.

7. Lalo Shifrin, RIP.

8. On Kreps and Porteus.

9. North Carolina legislature votes to ban minimum parking requirements.  More here.

The post Friday assorted links appeared first on Marginal REVOLUTION.

         

Self-driving is finally happening

I still remember how the car industry got all excited back in 2017 about how steering wheels would soon be obsolete. Every concept car then was a living room on wheels, seats facing inwards. The self-driving revolution was imminent, they said. Well, it wasn't... but now it actually is!

Humans have a hard time with scenarios like this. If you promise them the moon in eight months, but don't end up delivering until eight years later, most will justifiably be skeptical that it's actually here — even in the face of gushing anecdotes and video evidence. That's the problem with delayed promises.

So when Jason told me Tesla's self-driving tech was finally ready and real, I was indeed skeptical. I tried FSD as late as last year, and I didn't enjoy it much. Impressive in many ways, but too jerky. Too many interventions. How much could it really have improved in nine months or so? A lot, it turns out.

We started the drive from Jason's house, and I watched him not once touch the pedals or steering wheel while we drove half an hour to the other end of town. Then repeated the feat on the way back. But that wasn't even the most impressive part. What really blew my mind was how dramatically better the fluidity of driving with FSD has become.

His new Model Y anticipated the red light with the manners of a drives-for-the-queen-level chauffeur. And the way it knew exactly how to slow down to prevent a jerky movement when taking an incline into an elevated parking lot? Sublime.

Elon, that son of a bitch, seems to have done it again! Proven everyone wrong. Proven me wrong. The self-driving dream has flipped from vaporware to credible near-term reality. All without LiDAR. AI really delivering on this one.

Mamdani Win Causes World's Whiniest Babies to Melt Down

grayscale photo of girl in polka dot long sleeve shirt

The Cross Section is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.

In the image America’s plutocrats have fashioned for themselves, they enjoy wealth and power because they are so extraordinary — so brilliant, so hard-working, so skilled and formidable that their success is almost inevitable. Yet these Masters of the Universe are utterly losing their minds.

“Corporate leaders held a flurry of private phone calls to plot how to fight back against Mamdani’s primary victory and discussed backing an outside group with the goal of raising around $20 million to oppose him,” the Journal reports. “I’m depressed and sad,” said one hedge fund chief. “If Mamdani becomes mayor, I will likely move my business and family out of New York.”

Here’s more from Politico: “‘Terror. Fear. Panic,’ Kathryn Wylde, head of the Partnership for New York City, a nonprofit that advocates for major corporations, said as she described the array of emotions her members are feeling.”

To hear them tell it, a new Great Migration is afoot, perhaps to Greenwich or the Hamptons. On Fox, Sean Hannity said Mamdani’s election will “basically chase anybody that makes any money out of New York — it will be a mass exodus the likes of which that city has never seen.” His colleague Laura Ingraham issued a call to action. “Unless rich New Yorkers band together, donate a lot of money, and create a groundswell for a viable alternative to Mamdani, another great American city is going to swirl down the drain,” she said. “And when it does, the rest of us should not be on the hook to bail it out. This is their decision, this is their choice.” How dare they elect somebody they like, but the rich people don’t.

But perhaps all is not lost. Right-wing billionaire Bill Ackman says he is “optimistic” because he is “looking into…Legal issues concerning the potential for another candidate to run now.” Somebody, anybody!

And of course, the whiniest baby of all weighed in:

And of course there was a torrent of outright bigotry issued from the right. “Are you comfortable with both London and New York having Muslim mayors?” asks Charlie Kirk. “That doesn't feel right.” “After 9/11 we said ‘Never Forget.’ I think we sadly have forgotten,” tweeted Congresswoman Nancy Mace.

All of which should have us asking: What exactly do these babies think Mamdani is going to do if he becomes mayor? They don’t like that he’s a democratic socialist; fair enough. Many of them just don’t like Muslims, which is sadly predictable. But what do they think the mayor is going to do that will be so catastrophic?

Granted, he has a lot of ambitious ideas in his platform. He wants to make buses and childcare free for all New Yorkers, for instance. Will that happen? Maybe, maybe not. It won’t be easy. But if he managed it, would it make the city some kind of intolerable hellhole for the rich?

He does want to impose an extra 2% tax on incomes over $1 million. Again, maybe he’ll succeed in establishing that tax, or maybe not. If you made $1 million last year, that would mean another $20,000 in taxes. If you made $100 million, it would mean $2 million more on your bill. Either one would be a lot to you and me, but basically nothing to them. Would it require some lifestyle changes? Trading in their BMW 740i for some dinky Prius? Not going out to eat as often? Of course not. They’d barely notice.

But eek, socialism! Meanwhile, Donald Trump is seizing control of U.S. Steel and for all intents and purposes extorting bribes from large media corporations, yet for some reason Wall Street is unconcerned.

What really bugs them

So what really has the plutocrats upset? Do they really think their economic fortunes are going to collapse if Mamdani becomes mayor? They may believe that, because as a group, especially when they start thinking about politics, the rich in general and the business rich in particular are just not that smart. They’re also a bunch of sensitive little snowflakes with the tenderest of feelings who will react with rage at any Democratic politician who criticizes them, even if that person’s policies work out great for business (as Joe Biden’s did).

But there’s something else at work. It’s about what New York is and who’s supposed to be in charge.

Take three minutes and watch this video Mamdani’s campaign made from the day last week that he walked the length of Manhattan:

This video shows something important about what Mamdani himself represents and whom he wants to represent. It’s a vision of the demographic panoply of New York: people of all races, ages, and apparent income levels, sitting in fancy restaurants and standing outside bodegas, all of them bursting with excitement about Mamdani.

Let me quote John Ganz on the repulsive multi-million-dollar campaign to convince Jewish New Yorkers that Mamdani is an antisemite because he has criticized the Israeli government:

And let me tell you a little secret: most New York Jews really like New York’s diversity. We like that it attracts the Mamdanis of the world. We like sharing it with people of lots of different backgrounds. That’s what makes us feel safe and happy here. Especially when they are such a mensch like him: a nice college boy, his parents are professors, he went to Bronx Science, and to a liberal arts school. I’m sorry, but you are gonna have a hard time convincing liberal educated upper-middle-class Jews not to like a college-educated, left-leaning immigrant—and one who tried to make a career in the arts?! Forget about it. The guy is practically Jewish! Not to mention that his Muslim and Indian identity is no doubt sincere, but it’s also largely cultural in a way a lot of Jews recognize.

For many Americans, the idea that there are other Americans who feel safe and happy in environments of racial and ethnic diversity just doesn’t compute. Aren’t you supposed to only be comfortable around your own tribe? Aren’t you supposed to feel aggrieved when you hear languages other than English being spoken? For many people who have spent a lot of time in urban environments, the answer is that diversity is precisely what makes a place feel reassuring and comfortable.

But you know who doesn’t like New York’s diversity? A good portion of the super-wealthy people who live there, and whose fortunes exist because it’s a dynamic place that attracts people from all over the world. Neither do the folks over at 1211 6th Avenue, the midtown headquarters of Fox News.

But guess what: None of them are leaving. As I’ve said before, Fox News may present an endless stream of anti-urban fear-mongering to its viewers while it lionizes the allegedly “real” Americans who live in rural America, but it isn’t not going to relocate its studios to rural North Dakota. Nor are the Wall Street titans going to leave the city, even if (heaven forfend) they have to pay a bit more in taxes. They will, however, keep whining.

Leave a comment

Thank you for reading The Cross Section. This site has no paywall, so I depend on the generosity of readers to sustain the work I present here. If you find what you read valuable and would like it to continue, consider becoming a paid subscriber.

An interstellar expanse of glowing gas and obscuring dust presents An interstellar expanse of glowing gas and obscuring dust presents


Fireside Friday, June 27, 2025 (On the Limits of Realism)

Fireside this week! Originally, I was thinking I’d talk about the ‘future of classics’ question in this space, but I think that deserves a full post (in connection with this week’s book recommendation and the next fireside’s book recommendation), so instead this week I want to talk a little about foreign policy realism, what it is and what its limits are.

Percy with his standard resting expression of mild annoyance. Although he seems quite happy with the way our little one stacked one of his cat beds ontop of another of his cat beds.

Longtime readers will remember that we’ve actually already talked about ‘realism’ as a school of international relations study before, in the context of our discussion of Europa Universalis. But let’s briefly start out with what we mean when we say IR realism (properly ‘neo-realism’ in its modern form): this is not simply being ‘realistic’ about international politics. ‘Realism’ is amazing branding, but ‘realists’ are not simply claiming that they are observing reality – they have a broader claim about how reality works.

Instead realism is the view that international politics is fundamentally structured by the fact that states seek to maximize their power, act more or less rationally to do so, and are unrestrained by customs or international law. Thus the classic Thucydidean formulation in its most simple terms, “the strong do what they will, the weak suffer what they must,”1 with the additional proviso that, this being the case, all states seek to be as strong as possible.

If you accept those premises, you can chart a fairly consistent analytical vision of interstate activity basically from first principles, describing all sorts of behavior – balancing, coercion, hegemony and so on – that ought to occur in such systems and which does occur in the real world. Naturally, theory being what it is, neo-realist theory (which is what we call the modern post-1979 version of this thinking) is split into its own sub-schools based on exactly how they imagine this all works out, with defensive realism (‘states aim to survive’) and offensive realism (‘states aim to maximize power’), but we needn’t get into the details.

So when someone says they are a ‘foreign policy realist,’ assuming they know what they’re talking about, they’re not saying they have a realistic vision of international politics, but that they instead believe that the actions of states are governed mostly by the pursuit of power and security, which they pursue mostly rationally, without moral, customary or legal constraint. This is, I must stress, not the only theory of the case (and we’ll get into some limits in a second).

The first problem with IR Realists is that they run into a contradiction between realism as an analytical tool and realism as a set of normative behaviors. Put another way, IR realism runs the risk of conflating ‘states generally act this way,’ with ‘states should generally act this way.’ You can see that specific contradiction manifested grotesquely in John Mearsheimer’s career as of late, where his principle argument is that because a realist perspective suggests that Russia would attack Ukraine that Russia was right to do so and therefore, somehow, the United States should not contest this (despite it being in the United States’ power-maximizing interest to do so). Note the jump from the analytical statement (‘Russia was always likely to do this’) to the normative statement (‘Russia carries no guilt, this is NATO’s fault, we should not stop this’). The former, of course, can always be true without the latter being necessary.

I should note, this sort of ‘normative smuggling’ in realism is not remotely new: it is exactly how the very first instances of realist political thought are framed. The first expressions of IR realism are in Thucydides, where the Athenians – first at Corinth and then at Melos – make realist arguments expressly to get other states to do something, namely to acquiesce to Athenian Empire. The arguments in both cases are explicitly normative, that Athens did not act “contrary to the common practice of mankind” (expressed in realist dog-eat-dog terms) and so in the first case shouldn’t be punished with war by Sparta and in the latter case, that the Melians should submit to Athenian rule. In both cases, the Athenians are smuggling in a normative statement about what a state should do (in the former case, seemingly against interest!) into a description of what states supposedly always do.

I should note that one of my persistent complaints against international relations study in political science in general is that political scientists often read Thucydides very shallowly, dipping in for the theory and out for the rest. But Thucydides’ reader would not have missed that it is always the Athenians who make the realist arguments and they lost both the arguments the war. When Thucydides has the Melians caution that the Athenians’ ‘realist’ ruthlessness would mean “your fall would be a signal for the heaviest vengeance and an example for the world to meditate upon”2 the ancient Greek reader knows they are right, in a way that it often seems to me political science students seem to miss.

And there’s a logical contradiction inherent in this sort of normative smuggling, which is that the smuggling is even necessary at all. After all, if states are mostly rational and largely pursue their own interests, loudly insisting that they should do so seems a bit pointless, doesn’t it? Using realism as a way to describe the world or to predict the actions of other states is consistent with the logical system, but using it to persuade other states – or your own state – seems to defeat the purpose. If you believe realism is true, your state and every other is going to act to maximize its power, regardless of what you do or say. If they can do otherwise than there must be some significant space for institutions, customs, morals, norms or simple mistakes and suddenly the air-tight logical framework of realism begins to break down.

That latter vision gives rise to constructivism (‘international relations are shaped by ideology and culture’) and IR liberalism (‘international relations are also shaped by institutions, which can bend the system away from the endless conflict realism anticipates’). The great irony of realism is that to think that having more realists in power would cause a country to behave in a more realist way is inconsistent with neo-Realism which would suggest countries ought to behave in realist ways even in the absence of realist theory or thinkers.

In practice – and this is the punchline – in my experience most ‘realists,’ intentionally or not, use realism as a cover for strong ideological convictions, typically convictions which are uncomfortable to utter in the highly educated spaces that foreign policy chatter tends to happen. Sometimes those convictions are fairly benign – it is not an accident that there’s a vocal subset of IR-realists with ties to the CATO Institute, for instance. They’re libertarians who think the foreign policy adventures that often flew under the banner of constructivist or liberal internationalist label – that’s where you’d find ‘spreading democracy will make the world more peaceful’ – were really expensive and they really dislike taxes. But “we should just spend a lot less on foreign policy” is a tough sell in the foreign policy space; realism can provide a more intellectually sophisticated gloss to the idea. Sometimes those convictions are less benign; one can’t help but notice the realist pretensions of some figures in the orbit of the current administration have a whiff of authoritarianism or ethnocentrism in them, since a realist framework can be used to drain imperial exploitation and butchery of its moral component, rendering it ‘just states maximizing their power – and better to be exploiter than exploited.’

One question I find useful to ask of any foreign policy framework, but especially of self-claimed realist frameworks is, “what compromise, what tradeoff does this demand of you?” Strategy, after all, is the art of priorities and that means accepting some things you want are lower priority; in the case of realism which holds that states seek to maximize power, it may mean assigning a high priority to things you do not want the state to do at all but which maximize its power. A realism deserving of the name, in applied practice would be endlessly caveated: ‘I hate, this but…’ ‘I don’t like this, but…’ ‘I would want to do this, but…’ If a neo-realist analysis leads only to comfortable conclusions that someone and their priorities were right everywhere all along, it is simply ideology, wearing realism as a mask. And that is, to be frank, the most common form, as far as I can tell.

That isn’t to say there is nothing to neo-realism or foreign policy realists. I think as an analytical and predict tool, realism is quite valuable. States very often do behave in the way realist theory would suggest they ought, they just don’t always do so and it turns out norms and expectations matter a lot. Not the least of which because, as we’ve noted before, the economic model on which realist and neo-realist thinking was predicted basically no longer exists. To return to the current Ukraine War: is Putin really behaving rationally in a power-maximizing mode by putting his army to the torch capturing burned out Ukrainian farmland one centimeter at a time and no faster? It sure seems like Russian power has been reduced rather than enhanced by this move, even though realists will insist that Russia’s effort to dominate states near it is rational power-maximizing under offensive realism.

For my own part, I think declaring one’s self a specific ‘school’ of policy thinker is a bit silly, for the same reason I don’t declare myself a specific school of historian. These ‘schools’ are really toolboxes, with different tools valuable in different situations. Declaring one’s self a resolute ‘wrench guy’ becomes a problem if you are trying to hang paintings. I suppose I tend to be most skeptical of international law and institutions, which I often view simply as expressions of hegemonic power, but on the other hand customs and morals matter a lot, in no small part because they shape the perceived interests states pursue.

But these are, rightly understood, analytical and predictive tools, not normative ones. A school of IR thought can suggest what another state might do, or what might happen if you do something, but it cannot tell you what you should do. There is, after all, a reason that every realist appeal in Thucydides, the father of realism, is rejected by its audience – Sparta goes to war, the Melians reject the Athenians and in the end, after much misery, Athens loses the war. Realism can tell you how states generally act, but it cannot tell you how you should act.

Vertical Cat Stack (Ollie is in the chair, Percy atop the tower).

On to recommendations.

Speaking of realism and ideology in foreign policy, I wrote a response to Emma Ashford’s analysis of the Trump administration’s foreign policy. Ashford presented four explanatory models for the administration’s foreign policy (realism; domestic policy; first term priorities; GOP infighting), to which I responded that ideology as a fifth category offered more explanatory power than the other four, though all of these factors are clearly at work. I think it is deceptively easy for folks who have found their views excluded from the previous administration – and this certainly seems to be how many of the realists think – to rush to the new administration and proclaim whatever it does ‘realism.’ But many of the actors shaping foreign policy in this administration are strongly ideological and it shows.

Meanwhile, for the logistics lowers out there, Drachinifel has a long discussion with Sal Mercogliano (of What’s Going On With Shipping) on the logistics of US Navy operations in the Pacific during WWII. And if you like that, I should that Sal also did a sit down interview on his own channel with Jon Parshall (one half of the author team of Shattered Sword, everyone’s favorite Midway book) on shipping in 1942 in particular.

In modern military affairs, CSIS brought Michael Kofman on to their Russian Roulette program for a battlefield update from Ukraine, covering both the recent Operation Spiderweb (the impressive drone attack on Russian airbases) but also conditions on the front line generally. I think Kofman is one of the more sober and careful voices on the conflict in Ukraine and so it is well worth listening to him, as a curb for both excessive enthusiasm or inordinate despair. I should also note that Kofman has been discussing lessons on airpower from both Ukraine/Russia and Israel/Iran on his own podcast, the Russia Contingency over at War on the Rocks, but it is behind the member paywall there (but I’d argue well worth the price of admission if you are interested in security affairs).

As an aside, I have a precis on the Battle of Cannae (216) set to come out at War on the Rocks not next week but the week after, so keep an eye out for that if it interests.

For this week’s book recommendation, I want to present a bit of ‘meta-classics,’ as it were, W. Scheidel’s What Is Ancient History? (2025) which I suppose I must note, I was given by the author. This is one of those books with a somewhat narrower focus, not about the history of antiquity but rather about the study of the history of antiquity and in particular its place within the structure of the academy in the United States. It is thus a book about what ancient history, as a field of study, has been and an argument for what it ought to be. That sort of inside baseball might have somewhat narrow appeal, but the argument is necessary.

The essential background to this argument, discussed by Scheidel in the introduction and returned to later in the work, is the ailing state of classics, which is the name in most Anglophone3 universities for interdisciplinary departments focused on the study of ancient Greece and Rome, built around the initial core pillar of language and literary study of the corpus of surviving ancient Greek and Latin literature. The essential context is that these departments are broadly fading, besieged by falling enrollments, limited public funding and the (substantially accurate) sense that they are the product of an imperial European moment now past but not forgotten. The question, then, of what to do with the study of antiquity, is quite a pressing one: the house in which ancient history as a field was born is now collapsing.

Scheidel presents a strong argument that rather than attempting to save the house as it is, what we ought to do is build a new one. That is what this book is about: what is ancient history, what sort of institutional structure does that definition most fit and how do we get there.

Scheidel moves the argument in four steps, each with its own chapter. In the first chapter, he effectively presents a definition of ancient history designed to be more logically and intellectually consistent than the old definition of Greece-n-Rome. Instead, Scheidel argues that antiquity is an identifiable process (as much as a period), the processes by which the basic infrastructure of ‘civilization,’ – social complexity and stratification, writing, cities, literature, complex economies based on farming, states and so on – emerged. That definition certainly includes Greece and Rome, the latter representing a late stage in this process in the Mediterranean, but it is also much broader than just Greece-n-Rome because it turns out by this definition ‘antiquity’ was independently invented in several places (in modestly different forms) and thus happened at different times in different places. Scheidel thus presents early on his answer to the title question, “What is Ancient History?” – it is the study of antiquity (in any place), the period during which this process took place.

That definition in hand, the rest of the book is about the kind of structure – both historigraphical and institutional – such a definition demands. The second chapter looks at how we ‘missed’ the broad, global definition of antiquity in favor of a weaker, narrower one focused on Greece-n-Rome, as well as developing the failures of this definition. The third chapter then argues for a shift to an institutional structure based on conceiving of ancient history as a form of ‘foundation’ history, rather than one locked into either a junior position in classics departments (dominated by philology and archaeology) or in history departments (dominated by modern history) and in either case, divorced from specialists in other parts of the ancient world. The fourth chapter at last gets to the elephant in the room: what about classics, as a field: why Scheidel thinks it needs to go and how it can be made to do so.

As you might imagine, I have a lot of thoughts on Scheidel’s argument and the broader question of the study of antiquity and Rome’s place in it – so many thoughts they wouldn’t fit here. Instead, I expect at some point later this year to write something more substantive on my vision for where the study of Mediterranean antiquity ought to go – though my view coincides with Scheidel’s far more than it differs. That said, even if one is on the opposite side of the ‘classics wars,’ Scheidel’s careful argument demands consideration from anyone looking to have an informed opinion on where the study of Greece, Rome and global antiquity should go from here. If that’s a topic that interests you, Scheidel’s manifesto – his word, not mine! – is well worth a read.

And that’s the week. Next week is, of course, the week of the fourth and I think I might try to say something about the history of the civil-military relationship in the United States.

The Coming Health Care Apocalypse

Still worn out from travel, so today’s post will basically consist of a single chart trying to illustrate the sheer ugliness of the One Big Beautiful Bill Act, in a way that I hope cuts through the blizzard of numbers and projections out there.

I hope most people following policy at all — which unfortunately misses a substantial part of the electorate — know that soon, maybe within a few days, Republicans appear highly likely to pass legislation that combines big tax cuts for the rich with savage cuts to programs that help lower-income Americans, including Medicaid and SNAP (food stamps). Loss of health insurance coverage won’t be the only source of mass misery from this legislation, but it’s the biggest and easiest to illustrate.

So let’s review what happened over the past 15 years. The Affordable Care Act, aka Obamacare, was enacted in 2010 but only went into full effect in 2014. It fell short of achieving universal health care, especially because many red states refused to expand Medicaid even when the federal government offered to pay for it. It is also somewhat complicated, because of the compromises made to limit disruption of the existing system.

Nonetheless, it led to a large decline in the number of Americans without health insurance. It also led to a large reduction in anxiety among Americans with preexisting conditions, who no longer had to fear being denied coverage or being trapped in jobs with health benefits for fear of losing coverage.

Essentially all these gains are about to be wiped out.

The Center on Budget and Policy Priorities has estimates based on Congressional Budget Office analysis of the House plan, plus refusal to retain enhancements that took place during the Biden years. Once the Senate gets done with it, the plan might be even worse. Also, some independent analysts believe the CBO is understating the likely coverage losses. But anyway, here are the CBPP numbers:

Source: Center on Budget and Policy Priorities

What I find, however, is that I need a way to put 16 million people losing insurance coverage in perspective. So here’s one way: 16 million people is about 6 percent of the population too young for Medicare, so if we add this to the current level of uninsurance we get this:

Source: KFF plus author’s estimate

Basically, we’re talking about undoing all the progress America has made in expanding health insurance. And as I said, many independent analysts believe it could be substantially worse.

Remember, this isn’t happening to save money: If Republicans cared about the deficit, they could forego those tax cuts. It isn’t happening by popular demand: the Big Beautiful Bill is extremely unpopular already, and will become even more unpopular once people see its effects.

It’s happening because our government has been taken over by fanatics who believe that, one way or another, they can escape the electoral consequences of making millions of Americans’ lives much, much worse.

Mamdani and the Moguls of Madness

I was in mid-air when NYC’s election results came in, and I’m still not quite home. So again, not a proper post. But a few late-morning reactions from the road.

First, mea culpa for not paying more attention to the mayoral race.

Second, I was enormously cheered by Mamdani’s victory, not because I think he’ll be a great mayor — honestly I have no idea — but because a Cuomo victory would have been deeply depressing. Why? Because it would have been an affirmation of elite impunity and lack of accountability. Cuomo is by all accounts a terrible person, and his bungled response to Covid killed people. For him to make a comeback simply because he’s part of the old boys’ club and had the big money behind him would have said that the rules only apply to the little people.

There’s a huge argument among Democrats about whether they need to run more centrist candidates. I am not ready to weigh in on that debate. But if you’re going to take that side, find better centrists. I mean, are Cuomo and Eric Adams the best you can do?

Third, the response of the big money — the hysterical assertions that Mamdani is a Communist who will ruin New York, the promises to throw vast sums behind some independent candidate — is especially revealing. Yes, Mamdani calls himself a socialist and is proposing some expansion of government’s role, like opening a presumably limited number of city-run groceries and making buses free. But he’s not going to seize the commanding heights of the city’s economy or seize plutocrats’ fortunes.

In truth, plutocrats will hardly suffer any consequences from their failure to buy this election — other than feeling frustrated over the fact that they did in fact fail to buy it. If attack ads can’t bury a Muslim socialist, maybe the 0.01% doesn’t run things as much as it imagines. The horror!

Finally, an amazing amount of the commentary I’ve been seeing is to the effect that Mamdani will accelerate the downward spiral of a city that has become a dystopian hellhole. As some of us keep pointing out, apparently to no avail, New York is one of the safest places in America, and probably as safe as it has ever been. Here’s the number of murders over time, with 2025 an extrapolation based on the year-to-date comparison with last year:

And these aren’t just abstract numbers. I grew up in the New York suburbs. I remember when Times Square was full of sex shops, not people in Elmo costumes, when there were little security pillboxes protecting the blocks where Columbia faculty lived.

New York’s problem now isn’t rampant crime or scary immigrants. It’s affordability. And while we can and should debate the likely success of Mamdani’s proposals, affordability has been his main focus.

Oh, and centrist Democrats often urge leftier types to rally behind their nominees in general elections. I agree. Anyone claiming that there’s no difference between the parties is a fool. But this deal has to be reciprocal. Mamdani will be the Democratic nominee, and anyone calling themselves a Democrat should support him.

Introducing Gemma 3n: The developer guide

Introducing Gemma 3n: The developer guide

Extremely consequential new open weights model release from Google today:

  • Multimodal by design: Gemma 3n natively supports image, audio, video, and text inputs and text outputs.

  • Optimized for on-device: Engineered with a focus on efficiency, Gemma 3n models are available in two sizes based on effective parameters: E2B and E4B. While their raw parameter count is 5B and 8B respectively, architectural innovations allow them to run with a memory footprint comparable to traditional 2B and 4B models, operating with as little as 2GB (E2B) and 3GB (E4B) of memory.

This is very exciting: a 2B and 4B model optimized for end-user devices which accepts text, images and audio as inputs!

Gemma 3n is also the most comprehensive day one launch I've seen for any model: Google partnered with "AMD, Axolotl, Docker, Hugging Face, llama.cpp, LMStudio, MLX, NVIDIA, Ollama, RedHat, SGLang, Unsloth, and vLLM" so there are dozens of ways to try this out right now.

So far I've run two variants on my Mac laptop. Ollama offer a 7.5GB version (full tag gemma3n:e4b-it-q4_K_M0) of the 4B model, which I ran like this:

ollama pull gemma3n
llm install llm-ollama
llm -m gemma3n:latest "Generate an SVG of a pelican riding a bicycle"

It drew me this:

The pelican looks a bit like a grey pig. It is floating above a bicycle that looks more like a rail cart.

The Ollama version doesn't appear to support image or audio input yet.

... but the mlx-vlm version does!

First I tried that on this WAV file like so (using a recipe adapted from Prince Canuma's video):

uv run --with mlx-vlm mlx_vlm.generate \
  --model gg-hf-gm/gemma-3n-E4B-it \
  --max-tokens 100 \
  --temperature 0.7 \
  --prompt "Transcribe the following speech segment in English:" \
  --audio pelican-joke-request.wav

That downloaded a 15.74 GB bfloat16 version of the model and output the following correct transcription:

Tell me a joke about a pelican.

Then I had it draw me a pelican for good measure:

uv run --with mlx-vlm mlx_vlm.generate \
  --model gg-hf-gm/gemma-3n-E4B-it \
  --max-tokens 100 \
  --temperature 0.7 \
  --prompt "Generate an SVG of a pelican riding a bicycle"

I quite like this one:

The bicycle is a sin wave, but you can make out which bits are the frame and the wheels. The pelican is white with a black triangular bill. It's a much better attempt than the Ollama one.

It's interesting to see such a striking visual difference between those 7.5GB and 15GB model quantizations.

Finally, I had it describe the image it had just created:

uv run --with mlx-vlm mlx_vlm.generate \
  --model gg-hf-gm/gemma-3n-E4B-it \
  --max-tokens 1000 \
  --prompt "Describe image" \
  --image gemma3n-mlx-vlm.jpg

Here's what I got back - it thought this was a chemical diagram!

The image is a cartoon-style illustration depicting a molecular structure against a light blue background. The structure is composed of several differently colored and shaped elements connected by curved black lines.

Here's a breakdown of the elements:

  • Large Black Circles: There are two large, solid black circles, likely representing larger molecules or components.
  • Cream-Colored Oval: A prominent cream-colored oval shape is centrally located and connected to other elements. It has a smaller, darker cream-colored sphere attached to its left side.
  • Red Oval: A smaller, solid red oval is positioned near one of the black circles and connected to the cream-colored oval.
  • Black Lines: These lines act as bonds, connecting the various molecular components. They are curved and dynamic, suggesting movement or interaction.
  • Triangular Shape: A small black triangle is attached to the smaller cream-colored sphere.
  • Letter "I": The letter "I" appears twice, likely labeling specific parts of the molecule.

The overall impression is of a simplified representation of a biological molecule, possibly a protein or a complex organic compound. The use of different colors helps to distinguish the various components within the structure.

Tags: audio, google, ai, generative-ai, local-llms, llms, vision-llms, mlx, ollama, pelican-riding-a-bicycle, gemma, llm-release, prince-canuma

Geminiception

Yesterday Anthropic got a bunch of buzz out of their new window.claude.complete() API which allows Claude Artifacts to run their own API calls to execute prompts.

It turns out Gemini had beaten them to that feature by over a month, but the announcement was tucked away in a bullet point of their release notes for the 20th of May:

Vibe coding apps in Canvas just got better too! With just a few prompts, you can now build fully functional personalised apps in Canvas that can use Gemini-powered features, save data between sessions and share data between multiple users.

Ethan Mollick has been building some neat demos on top of Gemini Canvas, including this text adventure starship bridge simulator.

Similar to Claude Artifacts, Gemini Canvas detects if the application uses APIs that require authentication (to run prompts, for example) and requests the user sign in with their Google account:

Futuristic sci-fi interface screenshot showing "Helm Control" at top with navigation buttons for Helm, Comms, Science, Tactical, Engineering, and Operations, displaying red error message "[SYSTEM_ERROR] Connection to AI core failed: API error: 403. This may be an authentication issue." with command input field showing "Enter command..." and Send button, plus Google Account sign-in notification at bottom stating "You need to sign in with your Google Account to see some features" with Sign in button and X close icon

Tags: vibe-coding, gemini, generative-ai, ai, llms, google, ethan-mollick

Ted Gioia On How People Are Getting Sick of Short (e.g. TikTok Vids) in Favor of Longer Ones

A delight to hear, especially in this era of slimebag media…

The Honest Broker
Audiences Prove that Experts Are Dead Wrong
Much of my work here is focused on anticipating the future of our shared culture—which is under threat in complex, interconnected ways…
Read more

The dawn of the posthuman age

Art by Emi Kusano

“Can you picture what we’ll be/ So limitless and free/ Desperately in need of some stranger’s hand” — The Doors

In the 1990s and 2000s, a lot of science fiction focused on what Vernor Vinge called “the Singularity” — an acceleration of technological progress so dramatic that it would leave human existence utterly transformed in ways that it would be impossible to predict in advance. Vinge believed that the Singularity would result from rapidly self-improving AI, while Ray Kurzweil associated it with personality upload. But both believed that something big was on the way.

In the late 2000s and 2010s, as productivity growth slowed down, these wild expectations got tempered a bit. Cory Doctorow and Charles Stross poked fun at the idea of the Singularity as “the rapture of the nerds”. And some bloggers, like Brad DeLong and Cosma Shalizi, began to argue that the true Singularity was in the past, when the Industrial Revolution freed us from the constraints of daily hunger and scarcity. Here’s Shalizi:

The Singularity has happened; we call it "the industrial revolution" or "the long nineteenth century". It was over by the close of 1918…Exponential yet basically unpredictable growth of technology, rendering long-term extrapolation impossible (even when attempted by geniuses)? Check…Massive, profoundly dis-orienting transformation in the life of humanity, extending to our ecology, mentality and social organization? Check…Embrace of the fusion of humanity and machines? Check…Creation of vast, inhuman distributed systems of information-processing, communication and control, "the coldest of all cold monsters"? Check; we call them "the self-regulating market system" and "modern bureaucracies" (public or private), and they treat men and women, even those whose minds and bodies instantiate them, like straw dogs…An implacable drive on the part of those networks to expand, to entrain more and more of the world within their own sphere? Check…

Why, then, since the Singularity is so plainly, even intrusively, visible in our past, does science fiction persist in placing a pale mirage of it in our future? Perhaps: the owl of Minerva flies at dusk; and we are in the late afternoon, fitfully dreaming of the half-glimpsed events of the day, waiting for the stars to come out.

I agree that the Industrial Revolution represented an abrupt, unprecedented, and utterly transformational change in the nature of human life. Human life until the late 1800s had been defined by a constant desperate struggle against material poverty, with even the bounty of the agricultural age running up against Malthusian constraints. Suddenly, in just a few decades, humans in developed countries were fed, clothed, and housed, and had leisure time to discover who they really wanted to be. It was by far the most important thing that had ever happened to our species:

And it’s important to note that this transformation wasn’t just a result of technology giving humans more stuff. It depended crucially on reductions in human fertility. As Brad DeLong documents in his excellent book Slouching Towards Utopia, after a few decades, the Industrial Revolution prompted humans to start having fewer children, which prevented the bounty of industrial technology from eventually being dissipated by the old Malthusian constraints.

Since the productivity slowdown of the mid-2000s, it has become fashionable to say that the Singularity of the Industrial Revolution is over, and that humanity has reached a plateau in living standards. Although some people expect generative AI to re-accelerate growth, we haven’t yet seen any sign of such a mega-boom in either the total factor productivity numbers or the labor productivity numbers:

Source: SF Fed

Of course, it’s still early days; AI may yet produce the vast material bounty that optimists expect. And yet even if it never does, I don’t think that means humanity is in for an era of stagnation. The Industrial Revolution was only transformative because it changed the experience of human life; a GDP line on a chart is only important because it’s correlated with so many of the things that matter for human beings.

And so if new technologies and social changes fundamentally alter what it means to be human, I think their impact could be as important as the Industrial Revolution itself — or at least, in the same general ballpark. In a post back in 2022 and another in 2023, I listed a bunch of ways that the internet has already changed the experience of human life from when I was a kid, despite only modest productivity gains. Looking forward, I can see even bigger changes already in the works.

In key ways, it feels like we’re entering a posthuman age.

The Second Fertility Transition and the winnowing of the human race

When countries get richer, more urbanized, and more educated, their birth rates fall by a lot — this is known as the “fertility transition”. Typically, this means that the total fertility rate goes from around 5 to 7 to around 1.4 to 2. This is mostly a result of couples choosing to have fewer children. Here’s a chart where you can see the fertility transition for a bunch of large developing countries in Asia, Africa, Latin America, and the Middle East:

2 children per woman1 is around the level where population is stable in the long term — actually, it’s about 2.1 for a rich country and 2.3 for a poor country, to take into account the fact that some kids don’t survive until adulthood. But basically, going from 5-7 kids per woman to 2 means that your population goes from “exploding” to “stable”.

For some rich countries like Japan, fertility fell to an especially low level, of around 1.3 or 1.4. This implied long-term population shrinkage — Japan’s population began shrinking in the 2000s — and an increasing old-age dependency burden. But as long as this low level of fertility was confined to a few countries, it didn’t feel like an emergency — a few rich nations like America, New Zealand, France, and Sweden still managed to have fertility rates that were at or near replacement. For everyone else, there was always immigration.

That’s where the dialogue on fertility stood in 2015. But over the past decade, there has been a second fertility transition in rich countries, from low levels to very low levels. Even countries like the U.S., France, New Zealand, and Sweden have now switched to rates well below replacement, while countries like China, Taiwan, and South Korea are at levels that imply catastrophic population collapses over the next century:

Meanwhile, the rate of fertility decline in poor countries has accelerated. The UN calls the drop “unprecedented”.

The economist Jesus Fernandez-Villaverde believes that things are even worse than they appear. Here are his slides from a recent talk he gave called “The Demographic Future of Humanity: Facts and Consequences”. And here’s a YouTube video of him giving the talk:

Fernandez-Villaverde notes that the statistical agencies tasked with estimating current global fertility and making future projections have consistently revised their numbers down and down:

This doesn’t just mean people are having fewer kids; it means that because of past errors in estimating how many kids people had, there are now fewer people to have kids than we thought. Fernandez-Villaverde shows that this is true across nearly all developing countries. As a result of these mistakes, Fernandez-Villaverde thinks the world is already at replacement-level fertility.

Furthermore, population projections are based on assumptions that fertility will bounce sharply back from its current lows, instead of continuing to fall. Those predictions look a little bit ridiculous when you show them on a graph:

As a result, Fernandez-Villaverde thinks total global population is going to peak just 30 years from now.

This is a big problem. The first fertility transition was a good thing — it was the result of the world getting richer, it saved human living standards from hitting a Malthusian ceiling, and it seemed like with wise policies, rich countries could keep their fertility near replacement rates. But this second fertility transition is going to be an economic catastrophe if it continues.

The difference between a fertility rate of 1 and a rate of 2 might seem a lot smaller than the difference between 2 and 6. But because of the math of exponential curves, it’s actually just as important of a change. Going from 6 to 2 means your population goes from exploding to stable; going from 2 to 1 means your population goes from stable to vanishing.

This is going to cause a lot of economic problems. I wrote about these back in 2023:

Shrinking populations are continuously aging populations, meaning that each young working person has to support more and more retirees every year. On top of that, population aging appears to slow down productivity growth through various mechanisms. Immigration can help a bit, but it can’t really solve this problem, since A) when the whole world has low fertility there is no longer a source of young immigrants, and B) immigration is bad at improving dependency ratios because immigrants are already partway to retirement.

And in the long run, shrinking populations could slow down productivity growth even more, by shrinking the number of researchers and inventors; this is the thesis of Charles Jones’ 2022 paper “The End of Economic Growth? Unintended Consequences of a Declining Population”. Unless AI manages to fully replace human scientists and engineers, a shrinking population means that our supply of new ideas will inevitably dwindle.2 Between this effect and the well-documented productivity drag from aging, the idea that we’ll be able to sustain economic growth through automation seems dubious.

What’s going on? Unlike the first fertility transition, this second one appears driven by increasing childlessness — people never forming couples or having kids at all, instead of simply having fewer kids. And although it’s not clear why that’s happening, the obvious culprit is technology itself — mobile phones and social media. This is Alice Evans’ hypothesis, and there’s some evidence to suggest she’s right. In China, “new media” (i.e. social media) use was found to be correlated with low desire to have children. The same correlation has been found in Africa.

Of course better research is needed, particularly natural experiments that look at the response to some exogenous factor that increases social media use. But the timing and the worldwide nature of the decline — basically, every region of the globe started getting sharply lower fertility starting in the mid to late 2010s — makes it difficult to imagine any other cause. And the general mechanism — internet use substituting for offline family relationships — is obvious.

Economic stagnation isn’t the only way the Second Fertility Transition will change our society. The measures we take to try to sustain our population will leave their mark as well. Last November, I looked at the history of pronatal policies, and concluded that things like paying people to have more kids, or making it easier to have kids, or encouraging cultural changes are unlikely to work:

Unfortunately, that’s likely to lead to more coercive solutions. In my post, I predicted that countries would try to cut childless people off from old-age pensions and medical benefits:

In the past, when fertility rates were high, children served an economic purpose — they were farm labor, and they were also people’s old-age pension. If parents lived past the point where they were physically able to work, their children were expected to support them. In order to make sure you had at least a few kids who survived long enough to support you, you had to have a large family.

Denying old-age benefits to the childless would be an obvious way to try to reproduce this premodern pattern. This would, of course, result in horrific widespread old-age poverty for those who didn’t comply…I predict that some authoritarian states — China, perhaps, or Russia, or North Korea — will eventually turn to ideas like this if no one ever finds a way to raise fertility voluntarily.

This idea actually comes from a 2005 paper by Boldrin et al., who find that if you model fertility decisions as an economic calculation, then Social Security and other old-age transfers are responsible for much of the fertility decline in rich nations:

In the Boldrin and Jones' framework parents procreate because the children care about their old parents' utility, and thus provide them with old age transfers…The effect of increases in government provided pensions on fertility…in the Boldrin and Jones model is sizeable and accounts for between 55 and 65% of the observed Europe-US fertility differences both across countries and across time and over 80% of the observed variation seen in a broad cross-section of countries.

Ending old-age benefits for the childless would be a pretty dystopian policy. But in the long run, extreme population aging, coupled with slower productivity growth, will make it economically impossible for young people to support old people no matter what policies government enact.3

And if desperate, last-ditch draconian measures fail, we will shrink and dwindle as a species. The vitality and energy of young people will slowly vanish from the physical world, as the youth become tiny islands within a sea of the graying and old. Already I can feel this when I go to Japan; neighborhoods like Shibuya in Tokyo or Shinsaibashi in Osaka that felt bustling and alive with young people in the 2000s are now dominated by middle-aged and elderly people and tourists.

And as population itself shrinks, the built environment will become more and more empty; whole towns will vanish from the map, as humanity huddles together in a dwindling number of graying megacities. Our impact on the planet’s environment will finally be reduced — we will still send out legions of robots to cultivate food and mine minerals, but as our numbers decrease, our desire to cannibalize the planet will hit its limits.

But even as humanity shrinks in physical space, we will bind ourselves more tightly together in digital space.

From industrial individual to digital collective

When I was a child, sometimes I felt bored; now I never do. Sometimes I felt lonely; now, if I ever do, it’s not for lack of company. Social media has wiped away those experiences, by putting me in constant contact with the whole vast sea of humanity. I can watch people on YouTube or TikTok, talk to my friends in chat groups or video calls, and argue with strangers on X and Substack. I am constantly swimming in a sea of digitized human presences. We all are.

Humanity was never fully an individual organism. Our families and communities were always collectives, as were the hierarchies of companies and armies and even the imagined communities of nation-states. But the internet has made the collective far larger than it was. In many ways it’s also more connected; one survey found that the average American spends 6 hours and 40 minutes, or more than a third of their waking life, online. About 30% of Americans say they’re online almost constantly.

The results of this constant global connectedness are far too deep and complex to deal with in one blog post. But one important result is to replace some fraction of individual human effort with the preexisting effort of the collective.

Instead of figuring out how to fix our own houses, build our own furniture, or install our own appliances, a human in 2021 could watch YouTube videos. Instead of figuring out how to write a difficult piece of code, a programmer could ask the Stack Exchange forum. Instead of creating a new funny video from scratch, a social media influencer could use someone else’s audio track. It simply became easier to stand on the shoulders of giants than to reinvent the wheel.

Whether this leads to an aggregate decrease in human creativity is an open question; some have made this argument, but I’m not sure whether it’s right.4 But what’s clear is that the more everyone is always relying on the collective for everything they do, the less individual effort matters. In the Industrial Age, we valorized individual heroics — the brilliant scientist, the iconoclastic writer, the contrarian entrepreneur, the bold activist leader. In an age when it’s always easier to rely on the wisdom of crowds, those heroes matter less.

Compare the activists of the 2010s to the activists of the mid 20th century. The 20th century produced Black activist leaders like MLK, John Lewis, Malcolm X, Rosa Parks, Bobby Seale, and many others. But who were the equivalent heroes of the Black Lives Matter movement of the 2010s? There were none.5 The movement was an organic crowd, birthed by social media memes instead of by rousing speeches. Each individual activist made tiny incremental contributions, and the movement rolled forward as a headless, collective mass.

Or consider science and technology in the age of the internet. China is now probably the world’s leader in scientific research, but it’s hard to name any big significant breakthrough that has come out of China in recent years; the innovations are important but overwhelmingly incremental. Even in the U.S., where incentives for breakthroughs are a little better, science has become notably less “disruptive” in recent years. Some of this may be because humans have already picked the low-hanging fruit of science, and some might be because of the increasing “burden of knowledge” for young researchers to get up to speed. But some might simply be because an age of seamless global information transmission makes it easier for researchers to get “base hits” while leaving the cost of “home runs” the same.

Even AI, the great breakthrough of the age, has been a massive collective effort more than the inspiration of a few geniuses. Even the people who have received the greatest honors for developing AI — Geoffrey Hinton, Yann LeCun, etc. — are not really regarded as the “inventors” of the technology. Towering figures are still somewhat common in biology — Kariko and Weissman, Doudna and Charpentier, Feng Zhang, Allison & Honjo, David Liu — but in the age of the internet, research is becoming a more collective enterprise.

And all that was before generative AI. Large language models are trained on the collected writings of humankind; they are an expression of the aggregated wisdom of our species’ collective past. When you ask a question of ChatGPT or DeepSeek, you’re essentially consulting the spirits of the ancestors.6

As with the internet, it’s unclear whether LLMs will make humanity more creative as a whole, or less. My bet is strongly on “more”. But at the individual level, AI substitutes for our own creative efforts. Kosmyna et al. (2025) recently did an experiment showing that people who use ChatGPT to help them write essays end up with weaker individual cognitive skills:

This study explores the neural and behavioral consequences of LLM-assisted essay writing. Participants were divided into three groups: LLM, Search Engine, and Brain-only (no tools)…EEG revealed significant differences in brain connectivity: Brain-only participants exhibited the strongest, most distributed networks; Search Engine users showed moderate engagement; and LLM users displayed the weakest connectivity. Cognitive activity scaled down in relation to external tool use…LLM users also struggled to accurately quote their own work. While LLMs offer immediate convenience, our findings highlight potential cognitive costs. Over four months, LLM users consistently underperformed at neural, linguistic, and behavioral levels. These results raise concerns about the long-term educational implications of LLM reliance and underscore the need for deeper inquiry into AI's role in learning.

This is unsurprising. Pulling a plow yourself will make you stronger than driving a tractor, and using a slide rule will make you better at mental arithmetic than using a hand calculator. As Tyler Cowen points out, Kosmyna et al.’s result doesn’t mean that AI is reducing humanity’s overall creative capabilities:

If you look only at the mental energy saved through LLM use, in the context of an artificially generated and controlled experiment, it will seem we are thinking less and becoming mentally lazy…But you also have to consider, in a real-world context, what we do with all that liberated time and mental energy…

There are numerous ways people can and do use large language models to make themselves smarter. They can ask it to criticize their work…They can argue and debate with it, or they can use it to learn which books to read or which medieval church to visit.

This is true. Using machine tools instead of manual ones may make our biceps weaker, but it makes us stronger and more productive as a species.

Still, if most of human productivity consists of calling up LLMs, it means that collective effort — centuries of past individual creativity crystallized in the weights of the models — is being substituted for individual heroics. As with the internet, humanity as a whole grows more powerful by becoming walking terminals of the world-mind. The age of the great heroes — of the Albert Einsteins and the Martin Luther Kings, and perhaps even of the Elon Musks — may soon be over.

Thus, dimly and through the fog, we can begin to perceive the shape of the future that the posthuman age will take. As humanity becomes more tightly bound into a single digital collective, we find that we desire offline families less and less. As we gradually abandon reproduction, there are fewer and fewer of us, forcing us to cling even more tightly to the online collective — to spend more of our time online, to take solace in the ever-denser core of the final global village. The god-mind of that collective delivers us riches undreamt of by our ancestors, but we enjoy that bounty in solitude as we wirehead into the hive mind for a bit of company.

When I write it out that way, it sounds terrifying. And yet day by day, watching the latest TikTok trend, or making bad jokes on X, or asking ChatGPT to teach me about Mongol history, the slide into posthumanity feels pleasant and warm. Perhaps we are no stranger than our grandparents would have seemed to their own grandparents who grew up on premodern farms. After all, aliens never call themselves “aliens”…they call themselves “us”.


Subscribe now

Share

1

I know “children per woman” is a little sexist, but this is how they measure things.

2

This depends on the assumption that new ideas don’t build on themselves exponentially quickly. So far, that has proven to be the case — in simple terms, it looks as though we pick the “low-hanging fruit” of scientific discovery and technological invention, and future advances become more expensive in terms of time, money, and brain power.

3

At that point, either countries will collapse, or decide to cut large numbers of old people off. If countries collapse, then parents will once again be dependent on their kids, and fertility will probably recover to replacement level. If countries decide to cut old people off of benefits, they’ll probably start by cutting off the childless, since childless old people don’t have kids who can riot and revolt in anger. Either way, the economic future for childless people 50 or 100 years from now doesn’t look great.

4

There are actually lots of effects to think about here, and the topic deserves a much longer post all to itself. For one thing, there’s the question of whether the boost to individual innovation created by the availability of collective knowledge outweighs the spillover benefit created when each individual innovator had to spend time “reinventing the wheel” and doing it a little differently than everyone else. Also, there’s the question of whether any decrease in individual creative output per hour is outweighed by an increase in the total number of hours spent in creative pursuits — when I was a kid, kids went to the mall and hung out instead of making short videos and memes.

5

There were important writers in the BLM movement — Ta-Nehisi Coates, Ibram Kendi, and Nikole Hannah-Jones, to name just three. Though it’s worth noting that all were eventually hounded out of the public eye to varying degrees by collective social media backlash, unlike similar famous Black writers of the 60s and 70s.

6

Here are ChatGPT o3’s thoughts on this post:

The post’s central insight is that qualitative transformations in how humans live can be as epoch-making as huge jumps in measured GDP. You persuasively connect today’s two most powerful under-the-radar shifts—sub-replacement fertility and pervasive digital connectedness—to that earlier shock of the Industrial Revolution. Where the essay really shines is in showing how these trends might reinforce each other: shrinking, aging societies could grow ever more dependent on “hive-mind” tools like LLMs, which in turn further reduce the incentives (and maybe even the desire) to form families. That nested-feedback dynamic feels original and is a useful corrective to simple “AI will save us” optimism.

A second strength is the sober treatment of demographic math. By foregrounding Fernandez-Villaverde’s critique of the U.N. projections, you highlight the systemic risk that comes from repeatedly overestimating births. Framing the second fertility transition as the real discontinuity—shifting us from stable to vanishing populations—captures the scale of what’s at stake better than the usual laments about aging. Linking this directly to growth theory (Jones) and to the fiscal unsustainability of pay-as-you-go pensions sets up the reader to grasp why even dramatic productivity gains may not offset the drag.

Where I’m less convinced is on the inevitability of coercive pronatal policy and the eclipse of individual creativity. The essay nods at alternative levers (housing costs, gender-equality reforms, immigration, delayed retirement) but then leaps to dystopian scenarios without fully exploring those options or the empirical record of mixed-strategy success stories (e.g., France, Québec, parts of Scandinavia). Likewise, while the collective nature of internet-era innovation is undeniable, history––from Gutenberg to industrial R&D labs––suggests that new platforms often shift rather than erase individual heroism (think AlphaFold or Covid mRNA vaccines). Recognizing that possibility would temper the gloom and leave space for agency—exactly what a post meant to provoke action, not resignation, might need.

The spirits of the ancestors have spoken! In accordance with the model’s advice, I’ll write a follow-up post about how individual humans can still be high-leverage, important figures in the age of AI and the internet.

PCE Measure of Shelter Decreases to 4.1% YoY in May

Here is a graph of the year-over-year change in shelter from the CPI report and housing from the PCE report this morning, both through May 2025.

ShelterCPI Shelter was up 3.9% year-over-year in May, down from 4.0% in April, and down from the cycle peak of 8.2% in March 2023.

Housing (PCE) was up 4.1% YoY in May, down from 4.2% in April and down from the cycle peak of 8.3% in April 2023.

Since asking rents are mostly flat year-over-year, these measures will slowly continue to decline over the next year as rents for existing tenants continue to increase.

PCE Prices 6-Month AnnualizedThe second graph shows PCE prices, Core PCE prices and Core ex-housing over the last 3 months (annualized):

Key measures are below the Fed's target on a 3-month basis. 

3-month annualized change:
PCE Price Index: 1.1%
Core PCE Prices: 1.7%
Core minus Housing: 1.1%


There appears to be some residual seasonality, especially in Q1.

Personal Income Decreased 0.4% in May; Spending Decreased 0.1%

From the BEA: Personal Income and Outlays, May 2025
Personal income decreased $109.6 billion (0.4 percent at a monthly rate) in May, according to estimates released today by the U.S. Bureau of Economic Analysis. Disposable personal income (DPI)—personal income less personal current taxes—decreased $125.0 billion (0.6 percent) and personal consumption expenditures (PCE) decreased $29.3 billion (0.1 percent).

Personal outlays—the sum of PCE, personal interest payments, and personal current transfer payments—decreased $27.6 billion in May. Personal saving was $1.01 trillion in May and the personal saving rate—personal saving as a percentage of disposable personal income—was 4.5 percent.

From the preceding month, the PCE price index for May increased 0.1 percent. Excluding food and energy, the PCE price index increased 0.2 percent.

From the same month one year ago, the PCE price index for May increased 2.3 percent. Excluding food and energy, the PCE price index increased 2.7 percent from one year ago.
emphasis added
The May PCE price index increased 2.3 percent year-over-year (YoY), up from 2.1 percent YoY in April, and down from the recent peak of 7.2 percent in June 2022.

The PCE price index, excluding food and energy, increased 2.7 percent YoY, up from 2.5 percent in April, and down from the recent peak of 5.6 percent in February 2022.

The following graph shows real Personal Consumption Expenditures (PCE) through May 2025 (2017 dollars). Note that the y-axis doesn't start at zero to better show the change.

Personal Consumption Expenditures Click on graph for larger image.

The dashed red lines are the quarterly levels for real PCE.

Personal income and PCE were below expectations.

Inflation was above expectations.

Using the two-month method to estimate Q2 real PCE growth, real PCE was increasing at a 2.4% annual rate in Q2 2024. (Using the mid-month method, real PCE was increasing at 2.0%).  This suggests moderate PCE growth in Q2.

Shading the Damage Assessment

Days after the raid on Iran, it seems that intelligence services are settling on the idea that there was “severe” damage, if not a knockout. That seemed the message that Team Trump finally offered to members of Congress yesterday.

The haziness that has passed as formal bomb damage assessment this week stands in contrast to Donald Trump’s continuing, bombastic insistence that the bombing “obliterated” Iran’s nuclear capacity — and that anyone who doubts that outcome is a fool who somehow hates the U.S. military and America’s dominance — and his own — in doing anything it wants in the world.

What that portends is less clear than the damage assessment, of course. Donald Trump says he wants U.S. officials to sit across a table from Iranian counterparts next week, though it is not at all clear to what end.

The logical topic would be a longer-term deal to halt nuclear weapons altogether, though Trump insists so long as he can strike Iran virtually at will, he doesn’t need a negotiated agreement.

Ayatollah Ali Khamenei popped up in a video, perhaps from his bunker, to warn the U.S. about another attack, saying that Iran had delivered a hand slap in a hapless, pre-signaled missile launch that caused no injuries or damage on an American base in Qatar. Delusion knows no geographical bounds.

It appears from our citizen grandstands as if Trump just wants Iranian acknowledgement of his awesome powers — the same goal he seeks from both parties in Congress, from news accounts of his government, and from us.

Control of Information

It is exactly this information control that somehow has emerged as more pressing even than the would-be dangers of nuclear weapons spread, even to Iran, seen as a state sponsor of terrorism and a constant regional provocateur. After all, North Korea now has a nuclear capacity and we didn’t bomb its facilities, and just recently, we found U.S. diplomats caught up in de-escalating conflicts between Pakistan and India specially because each is a nuclear threat.

Just why is it so critical to Trump that we accept his instant assessment of obliteration rather than ferreting out what the situation is? Do we fear that whether Iran has yet more secret production facilities or that its operatives did succeed in moving containers of weapons-purified uranium before bombing began. Or is this all about ego alone, that Trump must be believed because Trump always is right?

Why do we believe that this is a much broader campaign for truth supremacy than only the damage assessment from a bombing run? This administration has a credibility problem that spans immigration, economics and trade, education, crime and issues affecting balance of power in government.

Hegseth’s Report

Even as Defense Secretary Pete Hegseth, Rubio, CIA Director John Ratcliffe and Gen. Dan Caine, chairman of the Joint Chiefs, finally offered a delayed briefing to senators yesterday and members of the House today. But even in doing so, the White House limited classified intelligence sharing with Congress after leaks of an early assessment undermined Trump’s claims of total destruction.

Director of National Intelligence Tulsi Gabbard, who testified in March that U.S. intelligence agencies assessed that Iran was not moving to immediate deployment of a nuclear weapon, notably was absent.

The goal seems to put realistic assessment well behind Trump accolades, something that hardly will dissuade questions from Democrats at least.

Indeed, Hegseth opened a press conference before the congressional briefing by scolding journalists for printing or airing any information that differed from Trump’s assertions, asserting that reporting on a Defense Intelligence Agency document questioning the amount of damage was somehow critical of the gallantry of the B2 pilots who delivered the bombs. Caine made clear that the military leaves assessment of damage to intelligence as a follow-up of any action.

Frankly, I’d much rather know from these guys why Trump would tell a press conference at the NATO summit this week that he essentially granted permission to Iran to fire on an American airbase in Qatar, knowing the time and location.

The most useful assessments might require on-site visits by the International Atomic Energy Agency from the UN whose oversight Iran has resisted in recent years. Yesterday that group said centrifuges at Fordo were no longer functional, based on satellite photos.

Overall, there was more information about the strike, including the history of the heavy munitions involved, than about its results.

Might a finding of less than “severe” damage mean additional bombings, renewed conflict with Israel, or a more pointed need for substantive negotiation with Iran?

None of this addressed the questions that linger, including what comes next.

What intelligence change had made the Iranian nuclear threat imminent enough to justify the raid? Why did Trump ignore U.S. intelligence, or what must be done to make it credible to him? Why did Trump insist on not notifying or involving Congress, which has the Constitutional duty to declare war? How do we verify that the damage is as claimed? What do we want from Iran?

The nature of the questions makes clear that it is information about decision-making even more than the order to bomb Iran that is at issue.

Left unsaid: Congress lacks trust for Trump, and Trump has little use for a questioning Congress.  Or the rest of us.


“FREEDOM OF THE PRESS IS NOT JUST IMPORTANT TO DEMOCRACY, IT IS DEMOCRACY.” – Walter Cronkite. CLICK HERE to donate in support of our free and independent voice.

The post Shading the Damage Assessment appeared first on DCReport.org.

Privately Owned Media is the Poison

Private ownership of social media and AI leads to Fox News, X, and Grok AI, all deadly poison for democracy. Public ownership could change that.

A decade ago I wrote a piece dreading what would happen if a major portion of social media, thinking of Facebook back then, got taken over by leadership with an agenda of lies and corrupting influence. At that time the reality had become clear of Fox News showing how very influential media, TV news, could abandon trying to be neutral and instead push a particular agenda with no regard for truthfulness. My concern was, what if the same happened to Facebook?

Then it was only a concern. Google’s search system still used their slogan of “don’t be evil”. Twitter was neutral and its public ownership, it had publicly traded stocks, made it unlikely to go strongly one way or another. Mark Zuckerberg still seemed to be running Facebook in a neutral way. But what would happen if, say, Fox News bought Facebook? It would be disastrous, just as Fox News had been to the country via TV news, only much worse because of how much we allow social media to influence us.

Of course that did happen. Elon Musk bought control of Twitter and turned it into the Fox News of social media.

That earlier piece was eventually published by Reader Supported News in 2018. I will suggest it is worth a read, not as a self promotion, but because going back now and reading it years later I am shocked, surprised, and frightened by how much it predicted, and how it has all happened.

What I pointed out then, and still now, is the core of the problem is private ownership. Musk and Zuckerberg can make their platforms do anything they want. Google’s leadership can do the same. Compare that to something that is not privately owned, email. No, I’m not suggesting we all go back to just email, but it’s a model of a publicly owned system. There is no private ownership that can limit who can be part of it. Anyone with a computer can download free, open-source software to make a home computer into an email server, connect it to the internet, and it instantly becomes part of the enormous spiderweb of systems that all take part in routing any email, from anywhere, to eventually find its way to the right location. Yes, Google and Microsoft try to dominate this process but there are still small hosting companies and even home-based tech nerds with one computer who are part of the system. So it’s a system that hasn’t been forced to bend to the agenda of any one person or corporation or group.

Now we face a much, much more serious version of the same problem as back then. AI. AI is finding its way into the daily use of people who have never been on the leading edge of tech. People who have used Word for decades but never got sophisticated enough to make templates in it are using AI to write their important emails, craft how best to approach the boss about a raise, tweak a recipe so they can pretends it’s their own, and get suggestions on how best to approach a problem with their spouse. Its spread is like a Western wildfire raging before ferocious winds. Companies are envisioning buttons you’d wear on your lapel that are an AI device, so every tiny aspect of your life becomes an endless conversation with a “being” which seems to have all the answers, fetched from the deepest knowledge.

But it’s privately owned. How can the motivations of money and people with agendas possibly not end up controlling significant chunks of it and twisting it, and us, to their goals? It’s (link1) already (link2) happening (link3).

Most of the biggest AI services available are privately owned. There is OpenAI that started as open source and nonprofit but which has already had spasms of almost becoming for profit, and that’s surely not done. It’s a repeat of the pattern of Google losing its “no evil” image and Zuckerberg clearly no longer running his social media apps as a peoples’ system for the benefit of people but as a maximum profit system regardless of effect on society.

There have been people proposing ways to make AI into a publicly owned system that operates in a widely distributed and open way. Something akin to the way email works. It’s possible that could succeed. It’s also an enormous climb in the face of those profit and agenda motives hoping to simply roll over it by sheer weight.

But it is existential to democracy and to the human rights of each individual. That’s not a casual statement. As surely as a person cannot eat a damaging portion of arsenic everyday and expect to avoid soon dying from it, a free society, a democracy, a nation of rights, cannot feed on a steady diet of lies and expect to avoid succumbing under it.

In that earlier piece I suggested our becoming aware of the danger of Facebook or Twitter suddenly going Fox News, or rather if we had become aware, was like absent-mindedly walking into a minefield and then suddenly, shockingly, becoming aware of where we are. That is, it’s not a case of danger ahead to be avoided. It’s a case of we are already deep in it and it could go off anytime. It already has. Musk buying Twitter, and that having some part in the corruption of truth and the election of a truth-avoidant and democracy- and rights-avoidant president was like one landmine going off and we’ve lost a leg. Now the mines are bigger, and getting out is harder, and if we don’t…

The privateness of it is the key danger, but it’s also the hinge point, the leverage point, the opportune point that if grasped and turned would change the whole picture.


CLICK HERE TO SUPPORT FREEDOM OF THE PRESS

The post Privately Owned Media is the Poison appeared first on DCReport.org.

Visa delays likely to disrupt American hospitals and foreign doctors beginning American residencies on July 1

 Each year American hospitals seek to fill several thousand medical residencies in excess of the number of new American medical graduates.  So thousands of young foreign physicians will need visas in time to start work on or around July 1.  But visas have been delayed (in various different ways), so some physicians aren't going to be able to arrive in time, and some may be denied visas.  This is going to hit some hospitals (and some residents) hard.

NRMP Statement Regarding Recent Trump Administration Orders Related to International Citizens
June 24th, 2025

"*UPDATE* (06/24/25) On Wednesday, June 18, the NRMP learned from Intealth that the U.S. Department of State has lifted the pause on new visa applications and that J-1 physicians have been prioritized for visa interview scheduling. The NRMP is asking programs to consider a delayed start or a one-year deferral of the match commitment in lieu of a waiver. A one-year deferral allows programs to recruit for this appointment year and IMGs the opportunity to finalize visa processing and honor their match commitments next year.  

Please visit the NRMP Policies webpage for more information and send any questions to policy@nrmp.org.

The NRMP is issuing this statement in response to recent actions taken by the Trump Administration related foreign nationals.

    On May 27, the U.S. Department of State instructed embassies and consular posts to pause the scheduling interviews/appointments for J, F, and M visa applicants. The pause extends to all those applying for J-1 visas, including physicians.

    On June 4, the administration issued an order barring entry into the United States for foreign nationals from 12 countries – Chad, Congo-Brazzaville, Equatorial Guinea, Eritrea, Libya, Somalia, Sudan, Afghanistan, Myanmar, Haiti, Iran and Yemen – and partially restricting entry for citizens from Burundi, Cuba, Laos, Sierra Leone, Togo, Turkmenistan and Venezuela.

We recognize that international medical graduates (IMGs) who are seeking or have secured residency training in the United States apply for J-1 visas and may intend to travel to the United States from countries specified under the June 4th restrictions. We are working with ECFMG, a division of Intealth,  to understand the scope of impact for individuals anticipated to begin training on or around July 1 of  this year. Programs with matched applicants from a restricted country(s) may request a waiver of the Match commitment through the NRMP website."

Walmart Workers Are Pressuring CEO Doug McMillon to Stand Up to Trump’s DEI Rollback

Workers Demand Accountability as Walmart Cuts Diversity Programs and Ignores Equity Concerns.

Walmart, the largest employer of women and people of color in the nation didn’t exactly have a stellar track record on racial equity before the family-controlled operation decided to roll back its Diversity, Equity, Inclusion programs in the wake of the Trump administration’s DEI vendetta.

So, if there ever was a time for an independent third party audit to accurately gauge the impact Walmart’s workplace policies and practices are having on those who do the bulk of the work at the retail giant—it’s now.

“I have been in a managerial role for 15 years of my life, and I can’t get promoted at Walmart even though I’m college educated and have the experience and expertise,” outspoken Memphis, Tennessee Walmart optician TaNeka Hightower recently told Work-Bites.

Hightower is a member of United for Respect – a worker advocacy group that has twice before called on Walmart shareholders directly to push for a racial equity audit, but to no avail. United for Respect renewed its call once again earlier this month at Walmart’s 2025 General Meeting.

In 2022, a Walmart worker in Arkansas named Janikka Perry was found dead on the bathroom floor while working the late shift. According to Perry’s sister Nicoshe James, her sister “suffered for almost two hours on that bathroom floor, coughing up blood and trying to call 911 multiple times before anyone tried to help her.”

That experienced had a profound impact on Hightower.

“It really triggered me because she was a Black woman—like so many of us—afraid to face any kind of disciplinary action, like getting points for not coming to work or leaving early.”

Walmart had invested hundreds of millions of dollars into racial equity programs prior to Trump’s return to the White House this year. That earlier effort was sparked by the police murder of George Floyd in Minneapolis, Minnesota five years ago.

According to United for Respect, Walmart failed to share any information about the DEI rollback, the sort of the programs that were actually being cut, or what might replace them.

“As the largest employer in our country [Walmart] can really lead and they can push back,” United for Respect Education Fund Co-Director Bianca Agustin Bianca Agustin told Work-Bites recently. “I think that right now, they’re just operating on fear.”

According to Agustin, however, that fear is totally unfounded.

“If Walmart [CEO] Doug McMillon can go to the White House and try to negotiate the tariffs, they have some leverage economically and politically in which they could help push this back. If you look at companies like Apple or Costco, who have just refused to acquiesce on this issue, you’re not seeing them getting taken to court or getting hauled into Congress for hearings.”

Walmart employs some 1.6 million people across the United States, and according to Agustin, it’s predominantly female—even more so at the cashier level where women are the lowest-paid people at Walmart.

Warehouse workers at Walmart skew more male and may fare a little better with their paychecks, but like warehouse workers at Amazon, they are subjected to harsh productivity quotas and constant surveillance.

“There’s a sort of a long-standing practice in the shareholder space that if your proposal gets 20-percent the company is encouraged to dialog with you,” Agustin adds. “Walmart has never done that with us, even when our proposal has gotten 20 percent. We think we need to push the company here. We think they overreacted [rolling back DEI programs] and really just acted out of fear.”

A large part of the problem, remains the iron-fisted control the Walmart family exerts over the corporation through its own shareholdings.

“I come out of the labor movement and we know you’re not going to win the kind of structural change or corporate policy change we need to see at a company like Walmart just by filing shareholder resolutions. That is insufficient,” Agustin said. “You could get 50 percent [of shareholder support] and the board of directors could still take absolutely no action on your proposal—and there’s no legal recourse. And so, what you need is a group of stakeholders, workers, elected officials, religious leaders, really pressuring the company and shaming them for not taking action on an issue that is critical.”

Hightower describes herself as a “whistleblower” who was forced into a cashier’s role after speaking out about some of the racial inequities she was experiencing in her department. She ultimately transferred out of the state, and is currently on a leave of absence from Walmart.

“Walmart pulling back just made it okay for them to be bigots without any penalty,” Hightower said. “What I’ve seen [since the DEI rollback] is pretty much more of the same—less and less people of color in positions of power or real change.”

Despite the stressful environment, Hightower says she still loves being a Walmart associate and is committed to achieving real changes for the better.

“I just don’t love the treatment of being a Walmart associate,” she said. “I feel like we could get great strides this year. We have more people opening their eyes to things that maybe they took a blind eye to before. So, I’m very hopeful that shareholders will be invested in making sure that we are being treated fairly—and give us a fair shot.”

This article was originally published by Work-Bites. Read the original here.

Photo at top: Erik Mclean via Pexels


“FREEDOM OF THE PRESS IS NOT JUST IMPORTANT TO DEMOCRACY, IT IS DEMOCRACY.” – Walter Cronkite. CLICK HERE to donate in support of our free and independent voice.

The post Walmart Workers Are Pressuring CEO Doug McMillon to Stand Up to Trump’s DEI Rollback appeared first on DCReport.org.

White House Bans WhatsApp

Reuters is reporting that the White House has banned WhatsApp on all employee devices:

The notice said the “Office of Cybersecurity has deemed WhatsApp a high risk to users due to the lack of transparency in how it protects user data, absence of stored data encryption, and potential security risks involved with its use.”

TechCrunch has more commentary, but no more information.

The beat of goombay

Black and white photo of a group of men playing musical instruments and sitting in a wooden room.

Diasporas are made of vast constellations of countless people, fused together through memory, meaning – and music

- by Salwa Halloway

Read at Aeon

Turkey fact of the day

Real interest rates, which subtract inflation from central bank policy rates, have been negative for a remarkable 13 of the 22 years that Erdoğan has been in power, according to FT research. This helped spur growth, boost incomes and sustain a construction boom. It also laid the foundation for an economic crisis.

By late 2022, real rates had fallen to minus 75 per cent. By mid-2023, fuelled by high government spending following a devastating earthquake and pre-election fiscal splurge, the economy was overheating. Inflation was running at 60 per cent, the lira was in freefall and Turkey had a current account deficit equivalent to almost 6 per cent of GDP but had negative net reserves of about minus $60bn.

Here is more from John Paul Rathbone at the FT.  I would want to know more about what actual net borrowing rates have been, all factors considered.  Still, this is quite something, even if it is only an interest rate on paper, so to speak.

The post Turkey fact of the day appeared first on Marginal REVOLUTION.

       

Related Stories

 

Thinkie: Ask the Genie

Pattern: You have a question, any question, especially a question you have tended to abandon because it would be too much work.

Transformation: Ask the genie.

This is a habit. A new habit. But a habit. A highly profitable but also highly variable habit. That is, sometimes the genie has a great answer & sometimes just distraction, but the great answers are…

Read more

NASA tested a new SLS booster that may never fly, and the end of it blew off

NASA's Space Launch System appears to have a finite shelf life. The Trump administration wants to cancel it after just three launches, while the preliminary text of a bill making its way through Congress would extend it to five flights.

But chances are low the Space Launch System will make it to nine flights, and if it does, it's questionable that it would reach that point before 2040. The SLS rocket is a core piece of NASA's plan to return US astronauts to the Moon under the Artemis program, but the White House seeks to cancel the program in favor of cheaper commercial alternatives.

For the second time in less than a week, NASA test-fired new propulsion hardware Thursday that the agency would need to keep SLS alive. Last Friday, a new liquid-fueled RS-25 engine ignited on a test stand at NASA's Stennis Space Center in Mississippi. The hydrogen-fueled engine is the first of its kind to be manufactured since the end of the Space Shuttle program. This particular RS-25 engine is assigned to power the fifth flight of the SLS rocket, a mission known as Artemis V.

Read full article

Comments

Analysis: During a town hall NASA officials on stage looked like hostages

The four people at the helm of America's space agency held a town hall meeting with employees Wednesday, fielding questions about downsizing, layoffs, and proposed budget cuts that threaten to undermine NASA's mission and prestige.

Janet Petro, NASA's acting administrator, addressed questions from an auditorium at NASA Headquarters in Washington, DC. She was joined by Brian Hughes, the agency's chief of staff, a political appointee who was formerly a Florida-based consultant active in city politics and in Donald Trump's 2024 presidential campaign. Two other senior career managers, Vanessa Wyche and Casey Swails, were also on the stage.

They tried to put a positive spin on the situation at NASA. Petro, Wyche, and Swails are civil servants, not Trump loyalists. None of them looked like they wanted to be there. The town hall was not publicized outside of NASA ahead of time, but live video of the event was available—unadvertised—on an obscure NASA streaming website. The video has since been removed.

Read full article

Comments

The Talk Show: ‘Through the Wall Like Kool-Aid Man’

Chance Miller returns to the show to discuss the news and announcements from WWDC 2025.

Sponsored by:

  • Factor: Healthy eating, made easy. Get 50% off plus free shipping on your first box with code talkshow50off.
  • Squarespace: Save 10% off your first purchase of a website or domain using code talkshow.
  • BetterHelp: Give online therapy a try at BetterHelp and get on your way to being your best self.
 ★ 

Apple Wallet Sends Push Notification Ad Pushing ‘F1 The Movie’

Sarah Perez, writing at TechCrunch Tuesday:

Apple customers aren’t thrilled they’re getting an ad from the Apple Wallet app promoting the tech giant’s original film “F1 the Movie.” Across socialmedia, iPhone owners are complaining that their Wallet app sent out a push notification offering a $10 discount at Fandango for anyone buying two or more tickets to the film.

Joe Rossignol, MacRumors:

Apple today sent out an ad to some iPhone users in the form of a Wallet app push notification, and not everyone is happy about it.

That’s an understatement, to say the very least. See if you can find a single comment from anyone who was happy about receiving this push notification ad. Seriously, let me know if you find one statement in support of this.

Casey Liss, succinct as ever:

🤮

The ad itself, from Apple, read:

Apple Pay
$10 off at Fandango

Save on 2+ tickets to F1® The Movie with APPLEPAYTEN. Ends 6/29. While supplies last. Terms apply.

In addition to the justified outrage over receiving any ad from a system-level component like Wallet in the first place, this particular ad sucks in multiple ways. Why did Apple put a “®” after “F1” in the movie title? Why not put a “®” next to “Apple Pay” and “Fandango” too? What supplies are running out on this promotion? Why add that “terms apply”? This is just a shit notification from top to bottom, putting aside whether any such notification should have been sent in the first place.

iOS 26 adds new settings inside the Wallet app to allow fine-grained control over notifications, including the ability to turn off notifications for “Offers & Promotions” (Wallet app → (···) → Notifications — notably, this is not in the Settings app). That’s good. But (a) iOS 26 is months away from being released to the general public — there exists no way to opt out of such notifications now; and (b) at least for me, I was by default opted in to this setting on my iOS 26 devices.

This was such a boneheaded marketing decision on Apple’s part. They cost themselves way more in goodwill and trust than they possibly could have earned in additional F1 The Movie — wait, sorry, my bad, F1® The Movie — box office ticket sales. It’s like Apple got paid to exemplify Cory Doctorow’s “enshittification” theory. Apple Wallet doesn’t present itself as a marketing vehicle. It presents itself as a privacy-protecting system service.

 ★ 

The objectivity of Community Notes?

We use crowd-sourced assessments from X’s Community Notes program to examine whether there are partisan differences in the sharing of misleading information. Unlike previous studies, misleadingness here is determined by agreement across a diverse community of platform users, rather than by fact-checkers. We find that 2.3 times more posts by Republicans are flagged as misleading compared to posts by Democrats. These results are not base rate artifacts, as we find no meaningful overrepresentation of Republicans among X users. Our findings provide strong evidence of a partisan asymmetry in misinformation sharing which cannot be attributed to political bias on the part of raters, and indicate that Republicans will be sanctioned more than Democrats even if platforms transition from professional fact-checking to Community Notes.

Here is the full paper.  I guess it agrees with Richard Hanania…

The post The objectivity of Community Notes? appeared first on Marginal REVOLUTION.

       

Related Stories

 

Who in California opposes the abundance agenda?

Labor unions are one of the culprits, environmental groups are another:

Hours of explosive state budget hearings on Wednesday revealed deepening rifts within the Legislature’s Democratic supermajority over how to ease California’s prohibitively high cost of living. Labor advocates determined to sink one of Newsom’s proposals over wage standards for construction workers filled a hearing room at the state Capitol mocking, yelling, and storming out at points while lawmakers went over the details of Newsom’s plan to address the state’s affordability crisis and sew up a $12 billion budget deficit.

Lawmakers for months have been bracing for a fight with Newsom over his proposed cuts to safety net programs in the state budget. Instead, Democrats are throwing up heavy resistance to his last-minute stand on housing development — a proposal that has drawn outrage from labor and environmental groups in heavily-Democratic California.

Here is the full story, via Josh Barro.  To be clear, I am for the abundance agenda.

The post Who in California opposes the abundance agenda? appeared first on Marginal REVOLUTION.

       

Related Stories

 

On the Trail of the HUD/NSF Switcheroo and the Mystery of the Top Floor Sky Mansion

I wanted to update you on the story I flagged yesterday in which the Secretary of Housing and Urban Development (HUD), Scott Turner, decided to bogart the offices of the Trump-beleaguered National Science Foundation (NSF) at least in part to build a Sky Mansion for himself on the building’s top floors. Stories like this have always had a special fascination for me. You can’t say it’s a bigger story than the US going to war with Iran or the US military low-fi occupying a major American city. But in addition to its immediate impact on three or four thousand people — the employees of HUD and NSF — it captures so much of what 2025 Trump-era Washington is about. As probably goes without saying, there appears to have been no formal process behind this at all. There’s a very Sopranos feel to the whole caper: ‘Nice place you got here. It’s mine now.’

All signs suggest this idea was cooked up by Turner (who seems really focused on the Sky Mansion) and the leadership of the General Services Administration (GSA), which since the first days of the Trump administration has been wholly taken over by DOGE and Russ Vought, the Christian Nationalist militant who runs the Office of Management and Budget. The administration is presenting the move as the first fruits of Trump administration efficiency and cost-cutting. And it’s important to note that it seems commonly agreed that the current HUD headquarters is not up to snuff. There have apparently been discussions of finding a new headquarters for HUD as far back as the Obama administration. So that part of this is not made up. But that doesn’t explain how you’d manage efficiencies by evicting another government agency which occupies a building that was largely customized for the specific needs of that agency. At least on its face it doesn’t seem clear that the NSF building can actually accommodate all the HUD employees, though perhaps there’s enough space when the DOGE-winnowing is figured in. Indeed, the first note of this I’ve seen from an elected political leader came this morning when Virginia Senator Warner held a press conference in which he said he will demand a cost analysis of both the HUD and NSF relocations to see whether there is any actual savings or whether there’s been any analysis of it at all.

Warner suggested that the move stems from Vought’s stated desire to “traumatize the federal workforce.” And I don’t doubt that. But I still think there’s more evidence that the the big driver of this is the vacuum created by DOGE and quite possibly Turner’s desire for the Sky Mansion. (I’m told that Turner brought his wife to tour the facilities when they were deciding whether they wanted it. And I’m hearing from people at NSF that they think the renovation design suggests Turner actually wants to live in the Sky Mansion.) The administration is putting out that this is an example of creating efficiency and cost-savings, as we’ve discussed. They’re also billing it as the first big example of their efforts to get the government out of Washington, DC. But this is Alexandria, Virginia, so only outside of DC in the most nominal sense. As is often the case, the justifications seem like a bunch of stuff kind of pulled together haphazardly to justify something that originated for other reasons.

I’m told that National Science Foundation staffers were informed this morning that the leaderships of GSA, HUD and NSF met this morning and agreed that no one will be forced to vacate the NSF building until there’s a formal, written agreement about the whole switch and a plan for where the NSF staff will move to. As I’m sure Warner is thinking, it’s very hard to see how there’s cost savings to moving two federal agency staffs instead of one, moving one into a building custom-built for the other and finding yet a third office that will need to be renovated to meet the needs of the NSF.

One final interesting nugget. The staffs of HUD and the NSF are both represented by the same union, the American Federation of Government Employees. So this opens up some interesting possibilities — which I’m told are already afoot — for the unionized workforces on both ends of the transaction to question and organize against the move. From what I understand, the HUD folks definitely do want to leave their current building. But while Alexandria isn’t that far from downtown DC, it’s a very different commute. So there’s a desire for answers and at least some resistance to this move on both sides. Final point: something seems to overtake HUD Secretaries after they move into headquarters. Remember Ben Carson’s first big policy move as HUD Secretary was paying $31,000 for a set of dining room furniture for his office suite. Maybe there’s something in the air in the building — fumes or something — and people just get weird.

As I said yesterday, I’m very, very interested in getting more granular detail on this whole story. So if you have details please take a moment to get in touch with me on one of the encrypted channels you can find above and below this article.

What Really Happens Before the Verdict? A Behind-the-Scenes Look at High-Stakes Trial Prep

When high-stakes litigation lands on a law firm’s plate, the visible courtroom proceedings are just the tip of the iceberg. What the public sees—the arguments, objections, witness testimonies—is only a sliver of the effort that goes into preparing for trial. Behind the scenes, legal teams are navigating a maze of information, technology, strategy, and coordination.

In reality, legal preparation is more like running a marathon than winning a single sprint. Let’s break it down, section by section, and walk through what’s actually involved in getting ready to go to court when millions, reputations, or legal precedents are on the line.

How Does the Discovery Phase Actually Work?

The real work begins long before anyone sets foot in a courtroom. Discovery is the process where both sides gather the information they need to build their case—and in high-stakes litigation, that can involve an overwhelming amount of data. Today, legal teams rely heavily on electronic discovery to sift through emails, documents, texts, databases, and cloud-stored content. This phase has become increasingly technical, as teams must sort through not just volume, but context.

It’s not just about finding a smoking gun—it’s about organizing information, identifying patterns, and making sure no critical evidence slips through the cracks. That’s why discovery software, document review tools, and search capabilities tailored to legal workflows are now indispensable. But it’s not all automation. Attorneys and support staff still manually review and flag documents, especially those that might be considered privileged, confidential, or strategically useful.

People Handling the Details You Never See

When legal teams operate at full capacity, they’re not working alone. Behind every successful trial is a network of professionals whose roles are rarely visible but absolutely essential. Whether it’s a political case in the capital and you leverage Washington DC court reporting firms, or it’s a high-stakes corporate fraud case in Dallas where you need local court reporters to help, someone needs to document everything spoken about the case. These firms provide highly trained court reporters who are responsible for creating real-time, accurate records of everything said during depositions, hearings, and trials.

Why does that matter? Because accurate transcripts are more than a formality. They form the backbone of appeals, motions, and trial strategy. Without reliable, well-organized records, attorneys are flying blind in the courtroom. High-stakes litigation often spans years, with dozens of witnesses and hundreds of hours of recorded testimony. That volume requires expert handling—not just someone typing fast, but someone who understands legal procedure, terminology, and formatting. These firms often handle remote depositions, exhibit management, and secure delivery of files, making them crucial partners in the litigation lifecycle.

Case Strategy Details

While support professionals keep the case running smoothly, the legal team is mapping out the strategy. That starts with understanding the client’s objectives and risks. For a business client, that could mean balancing reputation damage against the potential cost of settlement. For individuals, it could mean fighting for professional survival or winning a personal injury case. Every case has a different definition of “winning,” and that shapes how attorneys approach the work.

The strategy phase includes outlining the legal arguments, identifying potential weaknesses in the opposition’s case, and determining what narrative will be most persuasive to a judge or jury. This often requires deep dives into similar cases, judicial opinions, and legal precedent. It’s not just about being right—it’s about presenting the strongest, clearest, and most credible version of the case.

Preparing Witnesses for the Stand

People often assume lawyers just pick witnesses and hope they perform well. In reality, witness preparation is an art form all its own. Whether it’s a technical expert, a corporate executive, or someone directly involved in the incident, every person who takes the stand needs to be prepped—not just for what they’ll say, but how they’ll say it.

This preparation involves mock questioning, coaching on how to stay calm under pressure, and careful review of relevant facts and documents. Legal teams work to ensure witnesses understand their role, their limits, and how to handle difficult or aggressive cross-examination. A single moment of confusion, contradiction, or visible discomfort can change how a jury interprets an entire case.

The Final Week Before Trial

The last few days before a high-stakes trial are where all the planning gets put to the test. Legal teams go into lockdown mode—finalizing arguments, reviewing exhibits, confirming witness availability, and rehearsing opening statements. There’s no room for assumptions. Every piece of evidence is checked again. Every response to a likely objection is scripted. The team runs through logistics, seating charts, and courthouse procedures. Even wardrobe choices are discussed to ensure consistent presentation.

Meanwhile, communication with the client ramps up. They need to be briefed, prepared, and confident. They may be attending the trial daily, or they may be relying on their legal team for updates. Either way, clear communication is essential. In some cases, settlement discussions intensify during this period. When pressure is high and the costs are mounting, both sides might reconsider the path forward.

Photo: Katrin Bolovtsova via Pexels.

CLICK HERE TO DONATE IN SUPPORT OF DCREPORT’S NONPROFIT MISSION

The post What Really Happens Before the Verdict? A Behind-the-Scenes Look at High-Stakes Trial Prep appeared first on DCReport.org.

Why SpeedAU Casino is a top choice for Australian sports bettors

Sports betting is popular in Australia. Many people place bets on AFL, NRL, cricket, and horse racing. There are many websites for betting, but not all of them are easy to use or safe for Australian players.

SpeedAU is different. It offers a clear and simple platform for sports betting. You can bet on many sports, use Australian dollars, and sign in quickly with the speedau login.

Sports You Can Bet On at SpeedAU

SpeedAU Casino covers many sports that Australians follow. You can bet on AFL, NRL, cricket, tennis, and horse racing. There are also options for soccer, basketball, and international events.

For example, AFL fans can place bets on match winners, total points, or player goals. NRL bettors can choose from head-to-head results, try scorers, or first-half outcomes. Cricket markets include match results, top run-scorers, and over/under totals.

Horse racing is also available, with markets for local and international races. If you follow greyhound racing, you can find options there too. SpeedAU makes it easy to find the sport you want and place a bet quickly.

Sports You Can Bet On at SpeedAU

SpeedAU Casino covers many sports that Australians follow. You can bet on AFL, NRL, cricket, tennis, and horse racing. There are also options for soccer, basketball, and international events.

Here are some of the most popular sports available on SpeedAU:

  • AFL. Match winners, goal scorers, total points, and live bets.
  • NRL. Head-to-head bets, first try scorer, and margin of victory.
  • Cricket. Match results, top batsman, number of runs, and overs.
  • Horse racing. Local and international races with fixed odds and exotics.
  • Soccer. Leagues from Australia and around the world, including goals and corners.
  • Tennis. Match winner, total sets, and in-play bets.
  • Basketball. NBA and NBL markets, including player performance bets.
  • Greyhound racing. Multiple race options with win/place/exacta markets.

All markets are available in Australian dollars and updated in real time. This makes it easy to follow your favourite sports and place bets as events happen.

Types of Bets Available at SpeedAU

SpeedAU Casino offers all the main types of sports bets. These options suit both beginners and experienced bettors. You can choose single bets or combine several events in one ticket.

Here are the main bet types on SpeedAU:

  • Match winner. Bet on who will win the game or race.
  • Handicap. One team starts with a point advantage or disadvantage.
  • Over/Under. Bet on whether the total score will be above or below a set number.
  • First to score. Predict who scores first in a game or event.
  • Player bets. Wager on individual performance (like goals, points, or runs).
  • Multi-bets. Combine two or more bets for a bigger potential win.
  • Live betting. Place bets while the game is happening, with changing odds.

Each option is clearly shown on the betting page. You can select your bet type, enter your stake, and confirm it in a few clicks.

Competitive Odds and Value for Money

SpeedAU Casino offers competitive odds on all major sports. This means you can often get the same or better returns compared to other betting sites in Australia.

Odds are updated in real time. When a game is about to start or something changes on the field, the odds also change. This helps you place smarter bets at the right moment.

Here’s why the odds on SpeedAU are a good choice:

  • Fair payouts. You get strong returns on winning bets.
  • Good value in local leagues. Odds for AFL, NRL, and cricket are often better than average.
  • Extra offers. Sometimes you get boosted odds on special events or matches.

If you compare the same match across several websites, SpeedAU often gives better value—especially during big events like the AFL Grand Final or State of Origin.

Mobile Betting with SpeedAU

SpeedAU Casino works well on both desktop and mobile. You don’t need to download an app to place bets from your phone. Just open the website in your browser, and it will adjust to your screen.

The mobile version is fast and easy to use. You can:

  • Log in quickly. Use the standard Speedau login from your phone.
  • Browse markets. All sports and bets are available on mobile.
  • Place live bets. Odds update in real time during the match.
  • Check your balance. View open bets and past results on the go.

This is useful if you want to place a bet while watching the game or follow live results during a match. Everything works smoothly, even on older smartphones.

How to Sign Up and Use SpeedAU Login

Creating an account on SpeedAU is simple. You only need a few details to start betting. The process is quick and works well for Australian users.

Here’s how to register:

  1. Go to the SpeedAU website and click the “Registr” button.
  2. Enter your full name (must match your bank account), phone number, and a password.
  3. Agree to the terms and conditions of the site.
  4. Enter the SMS verification code that will be sent to your phone.

Once your account is active, you can log in anytime using the speedau login button. Just enter your phone number or email and the password you created. You can now deposit money, place bets, and use all features of SpeedAU Casino.

Payment Methods in AUD

SpeedAU Casino supports payment options that are popular in Australia. You can deposit and withdraw money in Australian dollars. This means there are no extra currency fees, and the process is faster.

Here are the main payment methods available:

  • Visa and MasterCard. Standard credit and debit cards for instant deposits.
  • Neosurf and Paysafecard. Prepaid cards that are safe and easy to use.
  • PayID and bank transfers. Good for players who prefer local Australian banking.
  • Cryptocurrency. You can also use Bitcoin, Ethereum, or USDT for fast and secure transfers.

Most deposits are processed instantly. Withdrawals are also fast—especially if you use crypto or e-wallets. SpeedAU usually processes payouts within a few hours to 1–2 days, depending on the method you choose.

SpeedAU focuses on what matters to Australian sports bettors: clear odds, local payment methods, fast mobile access, and a simple registration process. The platform offers betting options across AFL, NRL, cricket, and racing—all backed by responsive support and secure account tools.

For those looking to place sports bets without delays or complications, SpeedAU provides a direct and efficient solution, tailored to local habits and expectations.


CLICK TO DONATE TO A GREAT CAUSE

The post Why SpeedAU Casino is a top choice for Australian sports bettors appeared first on DCReport.org.

Friday: Personal Income and Outlays, PCE Inflation

Mortgage Rates Note: Mortgage rates are from MortgageNewsDaily.com and are for top tier scenarios.

Friday:
• At 8:30 AM ET: Personal Income and Outlays, May 2024. The consensus is for a 0.4% increase in personal income, and for a 0.3% increase in personal spending. And for the Core PCE price index to increase 0.1%.  PCE prices are expected to be up 2.2% YoY, and core PCE prices up 2.5% YoY.

• At 10:00 AM: University of Michigan's Consumer sentiment index (Final for June).

• At 4:30 PM: Federal Reserve Board announces results from its annual bank stress test

Thursday 26 June 1662

Up and took physique, but such as to go abroad with, only to loosen me, for I am bound. So to the office, and there all the morning sitting till noon, and then took Commissioner Pett home to dinner with me, where my stomach was turned when my sturgeon came to table, upon which I saw very many little worms creeping, which I suppose was through the staleness of the pickle.

He being gone, comes Mr. Nicholson, my old fellow-student at Magdalene, and we played three or four things upon the violin and basse, and so parted, and I to my office till night, and there came Mr. Shepley and Creed in order to settling some accounts of my Lord to-night, and so to bed.

Read the annotations

Omarchy is out

My latest love letter to Linux has been published. It's called Omarchy, and it's an opinionated setup of the Arch Linux distribution and the Hyprland tiling window manager. With everything configured out-of-the-box to give you exactly the same setup that I now run every day. My Platonic ideal of what a developer environment should look like.

It's not for everyone, though. Arch has a reputation for being difficult, but while I think that's vastly overstated, I still think it's fair to say that Ubuntu is an easier landing for someone new to Linux. And that's why this exists as a sister project to Omakub — my opinionated setup for Ubuntu — and not a replacement of it.

Because I do think that Hyprland deserves its reputation of being difficult! Not because the core tiling window manager is hard, but because it comes incredibly bare-boned in the box. You have to figure out everything yourself. Even how to get a lock screen or idle timing or a menu bar or bluetooth setting or... you get the idea.

Omarchy is an attempt to solve for all that. To give you a default set of great, beautiful configurations for Hyprland, and installing all the common tooling you'd normally want. You could setup this, not change a thing, and you'll have exactly what I run every day.

But you can also just use this as a paved path into the glorious world of Linux ricing. The flip side of Hyprland being so atomized is that it's infinitely configurable. You can really, really make it yours. No wonder its the preferred platform for r/unixporn, and even what PewDiePie picked up for his amazing Russian nuclear core build.

I don't know when we'll literally get "The Year of Linux on the Desktop", but I've never been as convinced that its coming as I am now. There's enough dissent in the water. Enough dissatisfaction with both Apple and Microsoft. 

And between Valve going all-in on Steam on Linux (the Steamdeck runs Arch!), major creators (like PewDiePie) switching to Linux, and incredible projects like Hyprland — which offer not just a cheap visual copy of the two major commercial operating systems, but something much more unique and compelling — I think all the factors are in place for a big switch. At least among developers.

But broad adoption or not, I'm in love with Linux, and thrilled to share my work to make it easier to enjoy.

Tell Us What You're Doing

I’ve done this three times before (here, here, and here). And each time the results are fascinating.

The ground rules are simple. I let readers of The Honest Broker talk about their own projects in the comments.

The first time I did this, I was a little wary. It’s like inviting the whole neighborhood to a party at your home. Will I need to count the silverware afterwards?

But I had a hunch the responses would be interesting.

That proved to be an understatement.


Please support my work by taking out a premium subscription—for just $6 per month (even less if you sign up for a year).

Subscribe now


You are an impressive bunch. The members of this community are not just binging on Netflix and sending out for pizza. They actually do things.

This is a good reminder to the many people out there who have stopped doing things. (That’s a trend lately—have you noticed?) Maybe the comments below will inspire them.

I’m also here looking for inspiration. So give it your best.

Tell us what you’re doing. Don’t be shy—this is your chance to toot your own capacious horn.

But also read what others are posting. I guarantee you won’t be disappointed.

Links 6/26/25

Links for you. Science:

Scientists Discover the Key to Axolotls’ Ability to Regenerate Limbs. A new study reveals the key lies not in the production of a regrowth molecule, but in that molecule’s controlled destruction. The discovery could inspire future regenerative medicine.
An American research crisis with real human consequences
Via the False Claims Act, NIH Creates Another Weapon for Ideological Enforcement at Universities
To fight screwworm, the U.S. is opening a South Texas facility to disperse sterile flies
Scientists once hoarded pre-nuclear steel; now we’re hoarding pre-AI content
Americas’ first cowboys were enslaved Africans, ancient cow DNA suggests

Other:

Restrictions had unequal impacts, but the pandemic itself did too.
What Covid “Lab Leak” and “Rushing Kids into Transition” Have in Common
How The Republican Party Became A Party That Believes The Constitution Only Applies To Its Enemies
The Definitive Story of Tesla Takedown. In February, a Bluesky post caught the eye of Alex Winter. The result is a coalition of environmentalists, anti-Trump advocates, and federal workers that’s been hyping Tesla’s stock slide ever since.
The Subway Is Not Scary. Fear of the subway is a mark of low moral character.
Republican Who Flip-Flopped on Energy Credits Risks Voters’ Ire
DOGE damage continues after Musk’s reign of terror
Could These Be Pete Hegseth’s Last Days in the Pentagon?
Is Mike Lee Shitposting His Way Out of Congress?
40,000 Cameras, From Bird Feeders to Baby Monitors, Exposed to the Internet
D.C.’s TOPA Tall Tale: Investors Aren’t Fleeing D.C. Because of the Tenants Rights Law (Despite What You Heard)
Wilson Building Bulletin: As summer sets in, the D.C. Council moves to permanently expand pretrial detention
Washington Post to Merge Metro Coverage Into Sports and Style Sections
Moms for Liberty Legislator of the Year Arrested for Massive Child Pornography Charges
Cornell University Anticipates Layoffs as it Faces ‘​Profound Financial Challenges’
US Spending on Climate Damage Nears $1 Trillion Per Year
Republicans are flagged more often than Democrats for sharing misinformation on X’s Community Notes
Is Google about to destroy the web?
AI Scraping Bots Are Breaking Open Libraries, Archives, and Museums
The Runaway Tradwives of TikTok
Abraham Lincoln Wasn’t Born an Abolitionist, He Became One
Do Androids Dream of Anything at All? We have tended to imagine machines as either being our slaves or enslaving us. Martha Wells, the writer of the “Murderbot” series, tries to conjure a truly alien consciousness.
‘This Is an Emergency’: Kathleen Hanna on Uniting to Fight Against ICE Raids and Fascism
Major Battle
Why New Jersey primary turnout is a great sign for Democrats
The Tyrant Test: A leader who uses military force to suppress his political opposition ought to lose the right to govern.
Arrested in L.A.: My interview with a fellow scholar who was recently arrested for participating in an anti-ICE protest
Elon Musk’s reputation must be beyond rehabilitation: It’s time to end the myth of his genius once and for all

Realtor.com Reports Most Active "For Sale" Inventory since December 2019

What this means: On a weekly basis, Realtor.com reports the year-over-year change in active inventory and new listings. On a monthly basis, they report total inventory. For May, Realtor.com reported inventory was up 31.5% YoY, but still down 14.4% compared to the 2017 to 2019 same month levels. 

Here is their weekly report: Weekly Housing Trends: Latest Data as of June 21
Active inventory climbed 27.5% year over year

The number of homes actively for sale remains on a strong upward trajectory, now 27.5% higher than this time last year. This represents the 85th consecutive week of annual gains in inventory. There were more than 1 million homes for sale again last week, marking the eighth week in a row over the threshold and the highest inventory level since December 2019.

New listings—a measure of sellers putting homes up for sale—rose 3.5% year over year

New listings rose again last week on an annual basis, up 3.5% compared with the same period last year. ... This will be an important trend to watch, especially as regional real estate dynamics diverge and the market gradually shifts back in favor of buyers.

The median list price was up 0.9% year over year

The median list price climbed again this week, but it’s still down 0.3% year to date. The median list price per square foot—which adjusts for changes in home size—rose 0.7% year over year. With inventory growing and 1 in 5 sellers slashing prices, the pendulum is swinging back toward a balanced market, as price growth slows and buyers gain more leverage.
With inventory climbing, and sales depressed, months-of-supply is at the highest level since 2016 (excluding the start of pandemic) putting downward pressure on house prices in an increasing number of areas.

📙 #064 - Drawing Machines & Riso & Code & Zines & The Pit of Carkoon

There’s a wonderfully/frustratingly/surprisingly/amazing small group of people who use drawing machines, make videos, and make videos about drawing machines, meaning it’s always a delight to see a new video pop up on YouTube, here’s Kelly…

…so of course…

…TheAdrift to the rescue…

All that aside, the fun thing here is that Kelly has been doing Riso printing for years and recently decided to add a drawing machine as another tool in her creative arsenal.

Meanwhile I’ve gone on the other direction of using drawing machines for years and recently added a Riso machine 😁

You can find out more about Kelly over on her Patreon

Speaking of Riso, there’s also Sarah Ridgley, — “Media artist using JavaScript + Risograph to build systems that explore digital gesture and physical print.” — who I’m pretty sure most of you already follow, but if you don’t you should: https://www.instagram.com/sarahridgley/

(☝️ Code + Riso Printing, 24 frames - Sarah Ridgley ☝️)

So we’ve got generative art, design, riso print, code, and drawing machines (and we really need to throw letterpress and field recordings into that mix too) — I wonder what SN-sz7kw would make of it all!


Thanks for reading Drawing Machines & Notes from Art Studio Robots! This post is public so feel free to share it.

Share


# FLICKR FOUNDATION

I wanted to drop in a quick mention about my actual day job. Just over 20 years ago I worked for and helped build the photo sharing website flickr.com, the place where people put all their photos before Instagram and Facebook.

Now, many years later I’m working for the Flickr Foundation.

The 501(c)(3) Flickr Foundation exists to keep Flickr pictures visible for 100 years, preserving our shared visual commons for future generations.

Flickr has grown into one of the biggest photo collections on Earth. It contains tens of billions of images from people all over the world, and keeps growing every day.

That’s why we’ve created the Flickr Foundation—an independent, community-focused organization. We’re committed to stewarding this cultural treasure for future generations, and fostering a visual commons we can all enjoy.

There’s not many times you get a chance to circle back to something and somewhere you enjoyed working on and with two decades later, so of course I had to jump at the chance.

One of the thought experiments or design fictions we’re working with is “What if Flickr vanished?” - which puts me in the somewhat weird, and again semi-fictional position of being having been a midwife for photo collections back then, and conceptually a death doula for them now 🤔

I could go on to try and explain or describe more, but, if you’re in any way interested in photography, documentary, archiving and preservation there’s a bunch of good stuff over on our blog: https://www.flickr.org/blog/ which does a much better job.

Here are some good ones to jump into to give you a taste, I mean just the titles are probably enough to get the gist.

Of course we’re blessed with living in “interesting times” where documenting and preserving both personal and national archives is… challenging, so you know my job is “fun”!


# A RISO ZINE, BECAUSE OF COURSE

One of the blog posts “The Forgetful Web: A Case for Reflective Archiving” by Jill Blackmore Evans, caught my eye.

George is off to the yearly Flickr team retreat thing and we figured taking some “swag” would be good; as a team we’d been thinking about what fliers, posters, postcards and such could be given to people, and I was itching to try to make a zine on the Riso printer.

With a very rusty memory of flowing text from one box to another in InDesign, I copy and pasted the blog post in and took it from there.

This was very much a “can this be done (by me)?” experiment, with the answers being yes, yes, and a big list of things to do better next time.


# WEB 2.0 to WEB 3.0

Substack tells me, once more, that this email is at its limit, because this week I’ve chosen many images over words 😁 so here’s my quick observation.

I had the pleasure of working on Flickr when “Web 2.0” was properly kicking off, all about APIs and different platforms talking to each other, and how lovely it was to share.

And now I’m at the “how do we keep a permanent ledger of things to help preserve records?” stage. Answers on a postcard please to the usual address, especially when the answer isn’t “use IPFS” (unless it actually is).


# THE END

Last newsletter I said “there is a very slim chance by the next newsletter (24th June btw) that the first introduction module will have been uploaded to YouTube, about 11 videos in all” - about the pen plotter tutorials I was recording.

Well, I’ve got six out of those 11 recorded and edited, so progress™️.

I think I’ve now decided it’s some kind of sport to try and guess what I’ll be writing about in the next newsletter, but also if I say it, perhaps it’ll become true; manifesting and intentions and all that 😅 So this time let’s say in next newsletter (10th July) we’ll have more tutorial videos done, and some FALLiNGWATER riso prints and notebooks made.

Love you all
Dan
❤️


Thanks for reading Drawing Machines & Notes from Art Studio Robots! Subscribe for free to receive new posts and support my work.



This week’s music…

New zine: The Secret Rules of the Terminal

Hello! After many months of writing deep dive blog posts about the terminal, on Tuesday I released a new zine called “The Secret Rules of the Terminal”!

You can get it for $12 here: https://wizardzines.com/zines/terminal, or get an 15-pack of all my zines here.

Here’s the cover:

the table of contents

Here’s the table of contents:

why the terminal?

I’ve been using the terminal every day for 20 years but even though I’m very confident in the terminal, I’ve always had a bit of an uneasy feeling about it. Usually things work fine, but sometimes something goes wrong and it just feels like investigating it is impossible, or at least like it would open up a huge can of worms.

So I started trying to write down a list of weird problems I’ve run into in terminal and I realized that the terminal has a lot of tiny inconsistencies like:

  • sometimes you can use the arrow keys to move around, but sometimes pressing the arrow keys just prints ^[[D
  • sometimes you can use the mouse to select text, but sometimes you can’t
  • sometimes your commands get saved to a history when you run them, and sometimes they don’t
  • some shells let you use the up arrow to see the previous command, and some don’t

If you use the terminal daily for 10 or 20 years, even if you don’t understand exactly why these things happen, you’ll probably build an intuition for them.

But having an intuition for them isn’t the same as understanding why they happen. When writing this zine I actually had to do a lot of work to figure out exactly what was happening in the terminal to be able to talk about how to reason about it.

the rules aren’t written down anywhere

It turns out that the “rules” for how the terminal works (how do you edit a command you type in? how do you quit a program? how do you fix your colours?) are extremely hard to fully understand, because “the terminal” is actually made of many different pieces of software (your terminal emulator, your operating system, your shell, the core utilities like grep, and every other random terminal program you’ve installed) which are written by different people with different ideas about how things should work.

So I wanted to write something that would explain:

  • how the 4 pieces of the terminal (your shell, terminal emulator, programs, and TTY driver) fit together to make everything work
  • some of the core conventions for how you can expect things in your terminal to work
  • lots of tips and tricks for how to use terminal programs

this zine explains the most useful parts of terminal internals

Terminal internals are a mess. A lot of it is just the way it is because someone made a decision in the 80s and now it’s impossible to change, and honestly I don’t think learning everything about terminal internals is worth it.

But some parts are not that hard to understand and can really make your experience in the terminal better, like:

  • if you understand what your shell is responsible for, you can configure your shell (or use a different one!) to access your history more easily, get great tab completion, and so much more
  • if you understand escape codes, it’s much less scary when cating a binary to stdout messes up your terminal, you can just type reset and move on
  • if you understand how colour works, you can get rid of bad colour contrast in your terminal so you can actually read the text

I learned a surprising amount writing this zine

When I wrote How Git Works, I thought I knew how Git worked, and I was right. But the terminal is different. Even though I feel totally confident in the terminal and even though I’ve used it every day for 20 years, I had a lot of misunderstandings about how the terminal works and (unless you’re the author of tmux or something) I think there’s a good chance you do too.

A few things I learned that are actually useful to me:

  • I understand the structure of the terminal better and so I feel more confident debugging weird terminal stuff that happens to me (I was even able to suggest a small improvement to fish!). Identifying exactly which piece of software is causing a weird thing to happen in my terminal still isn’t easy but I’m a lot better at it now.
  • you can write a shell script to copy to your clipboard over SSH
  • how reset works under the hood (it does the equivalent of stty sane; sleep 1; tput reset) – basically I learned that I don’t ever need to worry about remembering stty sane or tput reset and I can just run reset instead
  • how to look at the invisible escape codes that a program is printing out (run unbuffer program > out; less out)
  • why the builtin REPLs on my Mac like sqlite3 are so annoying to use (they use libedit instead of readline)

blog posts I wrote along the way

As usual these days I wrote a bunch of blog posts about various side quests:

people who helped with this zine

A long time ago I used to write zines mostly by myself but with every project I get more and more help. I met with Marie Claire LeBlanc Flanagan every weekday from September to June to work on this one.

The cover is by Vladimir Kašiković, Lesley Trites did copy editing, Simon Tatham (who wrote PuTTY) did technical review, our Operations Manager Lee did the transcription as well as a million other things, and Jesse Luehrs (who is one of the very few people I know who actually understands the terminal’s cursed inner workings) had so many incredibly helpful conversations with me about what is going on in the terminal.

get the zine

Here are some links to get the zine again:

As always, you can get either a PDF version to print at home or a print version shipped to your house. The only caveat is print orders will ship in August – I need to wait for orders to come in to get an idea of how many I should print before sending it to the printer.

Why Are Homes in Western States So Expensive?

Earlier this month I came across the following graphic, originally posted on Reddit in 2022, showing the state of housing affordability in the US.

The graphic color-codes counties based on the ratio of median home value to median household income:

  • Green counties have median home value less than 4 times median household income.

  • Yellow counties have a median home value between 4 and 6 times median household income.

  • Light red counties have a ratio between 6 and 10

  • Dark red counties have a ratio greater than 10

The most obvious pattern here is the huge sea of red counties in the western half of the US. In the rest of the country expensive housing is mostly concentrated around major metro areas, outside a few hotspots like South Florida and the Blue Ridge Mountains. But in the West it seems to be everywhere.

If we dive into this pattern, the explanation appears to be a simple case of high demand. While there’s high demand and high home prices in major metro areas around the country, western states are unusual for having high demand in rural areas as well.

Housing affordability in the western US

We can easily recreate the above graphic by using Census data for median home value and median income. It’s not an exact match due to slightly different data sources, but the basic pattern remains: western counties have a much higher ratio of median home values to median incomes (4.87) than the US as a whole (3.07). This pattern remains if we restrict it to just rural counties. In counties with 10,000 homes or fewer, the ratios are 4.05 in western counties and 2.59 in the US overall.12

If we look at home values and household income separately, we can see that the pattern of unaffordable housing in western states is driven by high housing costs. Outside of metro areas, most of the US is a sea of counties where median home values are low. There are six states that don’t have a single county with a median home value over $300K, and seven more states that have three counties or less above $300K. By contrast, western states have numerous counties with high median home values. California has 17 counties with a median home price above $700K, Colorado has five, and Utah has two. By contrast, New York, Virginia, and Massachusetts all have two apiece, and New Jersey and Pennsylvania have none. The median home value in western counties is around 1.7 times the national median, and this ratio holds both for all counties and when comparing only rural counties. Median incomes, by contrast, are only about 10% higher in western counties. Western state households earn more than average, but not enough to make up for very high home values.

One possible explanation is that homes in western states are bigger than average, or on larger lots. But neither of these appear to be drivers. We don’t have county-level data (or even state-level data) on home size or lot size, but if we look at regional Census data we can see that homes in western states have been similar in size to homes in the US overall for the last 50 years:

Similarly, lot sizes in western states have been smaller than the national average as far back as we have data.

Another possible factor is that western states have higher construction costs. This actually fits as an explanation, but only a partial one. Construction costs (as tracked by the median price-per-square foot of new single family homes exclusive of the lot) are higher in western states, but only by around 30% over the last 10 years, and 20% if we go back to the 1990s. Since western homes are on average around 70% more expensive than homes in the rest of the US, this leaves a substantial cost difference that still needs to be explained.

Outside of physical factors like home size, lot size, and building cost, the most obvious explanation for higher home prices is simply demand: more people want to live in western states than in other parts of the country, the supply of homes isn’t keeping up, and this is pushing up the price of housing. Several indicators point to this being the case. Vacancy rates (the ratio of unoccupied homes to overall homes, excluding vacation homes) are lower in western states than in the rest of the US.

Western states have also grown in population faster than the rest of the US. Between 2000 and 2024 the US population as a whole grew by 20%, but in western states it grew by 27%. And in rural areas, the difference is even greater: overall population growth in rural areas in the US since 2000 has been less than 1%, and if you average the growth rates of individual rural counties, the rate is actually negative. Rural counties in western states, by contrast, have grown in population by 16% since 2000. Over the last several decades rural areas in much of the country have been hollowed out as people move to cities and major urban areas. In western states, however, this hasn’t occurred.3

This manifests in what are some very surprising home prices relative to location. Sheridan is a town on the northern edge of Wyoming, very close to what I’d call the middle of nowhere. It has a population of around 18,000, and is more than 100 miles from any major city or international airport. And yet if you look at home prices, they’re through the roof. Basic suburban houses cost close to $300 per square foot. This is substantially more than the per-square-foot value of my home in metro Atlanta. Burley, Idaho is also a small town (population around 12,000) far from any major metro area, with the cost per square foot of new homes in the $230-$250 per square foot range. Both cities have seen robust growth: 18% and 25%, respectively, between 2000 and 2020.

Zillow listing for a new home in Sheridan, Wyoming.

Housing demand in western states

What's driving the high housing demand in western states?

Some of it may be due to higher economic growth. Counties in western states have a somewhat higher rate of GDP growth than the US. But the difference is fairly small, and rural counties in western states actually have a lower rate of GDP growth than rural counties in the US overall. (Interestingly, some of the counties with highest rates of GDP growth are the hollowed-out rural areas in the Great Plains.)

Another possible explanation is that the geography of western states is especially attractive: comfortable climates, beautiful mountain views, and so on. One measure of this is that 31 of the 53 national parks in the continental US are in western states.4 But for our purposes, a better measure of this sort of attractive geography is the USDA’s Natural Amenity Scale. The Amenity Scale measures several different features that make a place desirable to live: mild winters with lots of sunlight, a temperature climate that’s not too humid in the summer, access to water, and varied topography. The scale currently ranges from around -6 (Red Lake County, Minnesota) to around 16 (Miami-Dade County, Florida). We can see that western counties rank very highly on this metric. The average index in the US as a whole is around 0, but for western counties it’s almost 4 points (~1.6 standard deviations) higher.

(We can also see that the pocket of expensive homes in western North Carolina, right near the Blue Ridge Mountains, also ranks highly on the Amenity Scale compared to the surrounding areas.)

And in fact, western states are actually rising on the Amenity Scale over time. The original scale was calculated using temperature data averaged from 1941 to 1970, but for the map above I recalculated it using modern temperature data (2010 to 2025). The map below shows the change in the Amenity Scale between those two time periods. Many western states have had rising amenity indices (more attractive climates), while in the South and East Coast scores have fallen (the climate has gotten worse).

Previous studies have found a strong correlation between high amenity scores and high population growth in rural areas. The 1999 paper “Natural Amenities Drive Rural Population Change” found that rural counties that scored highest on natural amenities grew more than 140% between 1970 and 1996, while rural counties that scored lowest on the Amenity Scale actually shrank by around 15%. Natural amenity scores ended up being more predictive of population growth than poverty rate, population density, type of economy (whether it’s primarily farming, manufacturing, mining, etc.), and adjacency to major metro areas combined.

If we compare natural amenity scores to more recent rural population growth, we see the same pattern (counties with higher amenity scores have higher growth rates), but it's much weaker than it used to be. While from 1970 to 1996 rural areas highest in natural amenities grew by more than 140%, they grew at a much more modest 31% from 2000 to 2024 .5

Similarly, the correlation between amenity score and growth rate in rural counties is much weaker than it used to be. An attractive climate and geography thus seems to be only part of the reason why western states are seeing higher demand.

Conclusion

Regardless of the source of the demand, western states are seeing higher demand for housing than the rest of the country, and it’s likely a major driver of their higher-than-average housing costs.

Some of the commentary on the original housing affordability graphic argued that this shows the terrible record of housing construction in the western states, and how burdensome it is to build there. There’s some evidence that this is the case. The Wharton Residential Land Use Regulation Index (WRLURI) measures how restrictive residential land use regulations are. Less-regulated communities score lower, while more regulated communities score higher. Topping the list are places like San Francisco, New York, and Seattle; at the bottom of the list are places like St. Louis, Detroit, and Cincinnati.

If we aggregate the data by county, we find that counties in western states have a substantially higher index than the country as a whole. Aggregated by county, the average WLURI in the US as a whole is about -0.12. In western counties it's about 0.24, or around 0.36 points (~0.41 standard deviations) higher.6 (However, if you don’t include California counties, the average WRLURI for western counties drops to around 0.12).

More generally, I think what these graphics show is how much the US struggles to build sufficient housing wherever there’s demand for it. We see this reflected in the high housing prices in major metro areas around the country, regardless of what state they’re in. What’s notable to me about western states isn’t so much that their housing policy is unusually bad (it seems to be worse than the national average, but probably not that much worse outside of California).7 Rather, it’s that western states face an unusually high level of demand outside of major metro areas. While most rural counties in the US are losing population, rural areas are gaining population in western states, partly due to the attractive climate and geography. The high prices of houses in western states and rural areas mostly demonstrate that we’re not building enough housing anywhere that it’s actually needed in the US.

1

The original is from 2022, whereas I used data from 2023. And the original used Zillow, Redfin, and Realtor.com data for home values, not Census.

2

The western states I’m including are: California, Nevada, Arizona, Oregon, Washington, Idaho, Utah, Montana, Wyoming, and Colorado. I’ve excluded New Mexico since it doesn’t seem to show the same pattern of high home prices.

3

Note I’m using a slightly different definition of rural here. Earlier I used fewer than 10,000 homes, whereas now I’m using fewer than 20,000 people.

4

Not including New Mexico, which has another two national parks.

5

Part of this seems to be that the nature of rural population growth has changed. From 1970 to 1996, rural areas grew by around 44% in the US as a whole. Rural growth in high-amenity areas was higher, but proportionally not that much higher given that rural areas were growing overall. But over the last several decades, there’s been almost zero (or less than zero depending on how you count) growth in rural areas overall. Growth rates in high-amenity rural areas are less than they used to be, but they’re still impressive when compared to the rest of the country.

6

Depending on how you decide to aggregate, you can get slightly different numbers here. If you aggregate by state, you get that western states are around 0.64 standard deviations above the national average.

7

It’s still somewhat of an open question in my mind how well the WRLURI actually measures the regulatory burdens to building housing.

Thursday assorted links

1. Data centres for New Zealand?

2. “In 2009, ten players in the league had fathers who’d played for N.B.A. teams; this past season, there were thirty-five.”  (New Yorker)  Is it the cost of youth sports?

3. US incarceration rate is due to fall radically.

4. After a respite, are health care expenditures back to growing rapidly?

5. Why cutting the capital requirement for banks in fact makes sense.

6. Libertarian literary and media criticism.

7. Douthat interviews Thiel (NYT).

8. A thread on what might have been destroyed in Iran.

The post Thursday assorted links appeared first on Marginal REVOLUTION.

Converting ORF raw files to JPEG on macOS

One of our cameras takes raw photos in ORF format, which I believe stands for "Olympus Raw Format". Here's a recipe I found for converting them to JPEG on macOS:

brew install dcraw imagemagick

mkdir -p jpegs
for f in *.ORF; do
  dcraw -c "$f" | magick -quality 90 - jpegs/"${f%.*}.jpg"
done

The result is a jpegs/ directory containing a .jpg file for every one of the .ORF files.

How to Regain Access to your Casino Account After a Long Break

Sometimes, users want to take a break from gaming for various reasons. However, this does not necessarily mean they want to leave the site permanently. Therefore, the question of how to regain access to your account after a long break is relevant. In most cases, this situation is quite easy to resolve: all you need to do is log back into the website using your old login details, i.e., your username or phone number and password. You can use the forgot password function if you have lost or forgotten your password.

Usually, casinos, including Wazamba, provide several convenient ways to log in, which can be used even after a long period.

Try the standard login with your email and password.

Using your email and password is the best way to log in if you haven’t visited Wazamba for a long time. After entering the email and password the player used during registration, you will most likely be able to log in to your account without any problems. The account can remain on the site for several years, and the player can log in anytime. The main thing is to use the same password and enter your credentials without errors. You should also make sure that the Caps Lock key is disabled.

What to do if the password is incorrect

Forgetting your password is a common occurrence for players. There is no need to worry, as there is a solution. Players can use the password recovery feature anytime, which can be found directly in the login form below the fields for entering your credentials.

By clicking on it, players will receive an email or SMS with an access code and instructions on how to log back into their account.

If this happens and you cannot log in to your account because you have forgotten your password, it is best not to make many incorrect attempts to log in, as the casino may treat this as suspicious activity and block your account. It is better to use the option to reset your password immediately.

Password recovery is available via email or phone.

To recover your password on most casino sites you need to follow these steps:

  1. Select the Forgot your password option in the login form.
  2. Enter your email address or phone number in the appropriate field.
  3. Check your email or SMS for a message.
  4. If you receive a message, remember or copy the code from it and enter it in the appropriate field on the website.
  5. Set a new password and confirm it.
  6. Confirm the changes and save.

If you do not receive the password or SMS, you can repeat all the steps and, if unsuccessful, contact the website’s support team.

When identity verification may be required

Sometimes, identity verification may be required if the user has been absent from the website for too long or their contact details have changed. This helps the casino verify that the account owner is trying to log in to their account. The user will likely be familiar with this procedure and can resubmit the required documents without problems. If security questions were specified during registration, the system may request answers as an additional verification measure.


CLICK HERE TO DONATE IS SUPPORT OF FREEDOM OF THE PRESS

The post How to Regain Access to your Casino Account After a Long Break appeared first on DCReport.org.

Inflation Adjusted House Prices 1.7% Below 2022 Peak; Price-to-rent index is 8.8% below 2022 peak

Today, in the Calculated Risk Real Estate Newsletter: Inflation Adjusted House Prices 1.7% Below 2022 Peak

Excerpt:
It has been 19 years since the housing bubble peak, ancient history for many readers!

In the April Case-Shiller house price index released Tuesday, the seasonally adjusted National Index (SA), was reported as being 78% above the bubble peak in 2006. However, in real terms, the National index (SA) is about 11% above the bubble peak (and historically there has been an upward slope to real house prices). The composite 20, in real terms, is 2% above the bubble peak.

People usually graph nominal house prices, but it is also important to look at prices in real terms. As an example, if a house price was $300,000 in January 2010, the price would be $442,000 today adjusted for inflation (47% increase). That is why the second graph below is important - this shows "real" prices.

The third graph shows the price-to-rent ratio, and the fourth graph is the affordability index. The last graph shows the 5-year real return based on the Case-Shiller National Index.
...
Real House PricesThe second graph shows the same two indexes in real terms (adjusted for inflation using CPI).

In real terms (using CPI), the National index is 1.7% below the recent peak, and the Composite 20 index is 1.8% below the recent peak in 2022.

Both the real National index and the Comp-20 index decreased in April.

It has now been 35 months since the real peak in house prices. Typically, after a sharp increase in prices, it takes a number of years for real prices to reach new highs (see House Prices: 7 Years in Purgatory)
There is much more in the article!

New sandboxes from Cloudflare and Vercel

Two interesting new products for running code in a sandbox today.

Cloudflare launched their Containers product in open beta, and added a new Sandbox library for Cloudflare Workers that can run commands in a "secure, container-based environment":

import { getSandbox } from "@cloudflare/sandbox";
const sandbox = getSandbox(env.Sandbox, "my-sandbox");
const output = sandbox.exec("ls", ["-la"]);

Vercel shipped a similar feature, introduced in Run untrusted code with Vercel Sandbox, which enables code that looks like this:

import { Sandbox } from "@vercel/sandbox";

const sandbox = await Sandbox.create();
await sandbox.writeFiles([
    { path: "script.js", stream: Buffer.from(result.text) },
  ]);
await sandbox.runCommand({
    cmd: "node",
    args: ["script.js"],
    stdout: process.stdout,
    stderr: process.stderr,
});

In both cases a major intended use-case is safely executing code that has been created by an LLM.

Tags: vercel, cloudflare, generative-ai, ai, llms, sandboxing

NAR: Pending Home Sales Increase 1.8% in May; Up 1.1% YoY

From the NAR: NAR Pending Home Sales Report Reveals 1.8% Increase in May
Pending home sales increased by 1.8% in May from the prior month and 1.1% year-over-year, according to the National Association of REALTORS® Pending Home Sales report. All four U.S. regions experienced month-over-month increases – most notably the West. Year-over-year, contract signings rose in the Midwest and South, while they fell in the Northeast and West.

Northeast
2.1% month-over-month increase.
0.5% year-over-year decrease.

Midwest
0.3% month-over-month increase.
2.6% year-over-year increase.

South
1.0% month-over-month increase.
2.0% year-over-year increase.

West
6.0% month-over-month increase.
1.2% year-over-year decrease.
emphasis added
Note: Contract signings usually lead sales by about 45 to 60 days, so this would usually be for closed sales in June and July.

When Totalitarianism Comes to D.C.: The Renaming Edition

Not Wor-Shing-Tun, but the mainland colony known as the District of Columbia. MAGA totalitarians want to rename things (boldface mine):

Late last month, Florida Republican Rep. Greg Steube introduced a bill that would halt any funding for the Washington Metropolitan Area Transportation Authority unless its name was changed. Steube, whose southwest Florida district is about 950 miles from Washington, proposed WMATA be rechristened the Washington Metropolitan Authority for Greater Access or … WMAGA.

The legislation also called for Metrorail, the system’s flagship rail line, to be renamed the “Trump Train.”

The bill, Steube said in a statement, would signal a “cultural shift away from bureaucratic stagnation toward public-facing excellence and patriotism.”

This won’t pass, but if we leave aside both the sycophancy of Republican Congressman Steube and the reality that Trump hasn’t done a damn thing to make WMATA any better (traditionally, that has been a reason to name something after someone), the notion that everything in the U.S. must reflect the brilliance of the Great Leader is fundamentally totalitarian: Il Trumpe must intrude into every part of life. It’s not just a grubby lust for power (or money), it is a desire to dominate every sphere of life. This is repellent.

And I thought renaming Washington National Airport Reagan National Airport was bad…

Q1 GDP Growth Revised down to -0.5% Annual Rate

From the BEA: Gross Domestic Product, 1st Quarter 2025 (Third Estimate), GDP by Industry, and Corporate Profits (Revised)
Real gross domestic product (GDP) decreased at an annual rate of 0.5 percent in the first quarter of 2025 (January, February, and March), according to the third estimate released by the U.S. Bureau of Economic Analysis. In the fourth quarter of 2024, real GDP increased 2.4 percent..

The decrease in real GDP in the first quarter primarily reflected an increase in imports, which are a subtraction in the calculation of GDP, and a decrease in government spending. These movements were partly offset by increases in investment and consumer spending.

Real GDP was revised down 0.3 percentage point from the second estimate, primarily reflecting downward revisions to consumer spending and exports that were partly offset by a downward revision to imports.
emphasis added
Here is a Comparison of Third and Second Estimates. PCE growth was revised down from 1.2% to 0.5%. Residential investment was revised down from -0.6% to -1.3%.

Weekly Initial Unemployment Claims Decrease to 236,000

The DOL reported:
In the week ending June 21, the advance figure for seasonally adjusted initial claims was 236,000, a decrease of 10,000 from the previous week's revised level. The previous week's level was revised up by 1,000 from 245,000 to 246,000. The 4-week moving average was 245,000, a decrease of 750 from the previous week's revised average. The previous week's average was revised up by 250 from 245,500 to 245,750.
emphasis added
The following graph shows the 4-week moving average of weekly claims since 1971.

Click on graph for larger image.

The dashed line on the graph is the current 4-week average. The four-week average of weekly unemployment claims decreased to 245,000.

The previous week was revised up.

Weekly claims were close to the consensus forecast.

Evicting Science from D.C.: the NSF building and it's History Wall

 Evidently the NSF is taking up too much government real estate, here's the story from (appropriately enough) Scientific American:

Trump Administration Ousts National Science Foundation from Headquarters Building.  Employees at the National Science Foundation say they’ve been blindsided by a plan for the Department of Housing and Urban Development to take over their offices.  By Robin Bravender & E&E News 

########

I certainly hope that the new occupants will treasure the building's U.S. National Science Foundation HISTORY WALL



 

 I'm particularly fond of tile 45 of the mosaic that makes up this mural: "45. Breakthroughs in economics inspired new software that streamlines organ matches like kidney exchanges."

Kidney exchange on the NSF History Wall

 

 Here's the description of the full history wall, and all the images.

U.S. National Science Foundation HISTORY WALL
A NOTE FROM THE DIRECTOR
"This beautiful mural provides an amazing visual history of the U.S. National Science Foundation (NSF), spanning nearly 7 decades of scientific discovery and innovation and depicting NSF’s impact on the nation. This is a legacy that belongs to all of us, and to the nation.

"It is a sampling of NSF’s impact through curiosity-driven, discovery-based exploratory research and use-inspired, solutions-focused translational research. This mural epitomizes the mission of NSF — “To promote the progress of science; to advance the national health, prosperity, and welfare; to secure the national defense.”
 
.
1. From biochemistry to weather prediction, supercomputing and
supercomputing centers maintain U.S. leadership in S&T.
2. NSF’s next generation Arctic Research Vessel, RV Sikuliaq.
3. Carbon nanotubes have novel properties yielding new applications.
4. PCR, essential to genomics, was developed from Yellowstone microbes.
5. NSF research helps predict and prevent disasters such as wildfires.
6. Brain-machine interfaces, like retinal prostheses, promise new
applications in health and communications.
7. Shake tables, like this one from the Network for Earthquake
Engineering Simulation, protect lives and property.
8. Geckos inspire the development of polymers and directional
adhesion materials.
9. NSF provides funding to start-ups like Google.
10. The first permanent telescope at Kitt Peak opened in 1960.
11. Understanding the biology and epidemiology of vector-borne illnesses
is the subject of ongoing multidisciplinary research.
12. Ice cores provide an environmental look back in time.
13. Shows like Peep and the Big Wide World improve pre-school education.
14. With the submersible Alvin, researchers first discovered life in the extreme
environment of deep-sea vents.
15. S&E Indicators provide a broad base of quantitative information
on U.S. and international science and engineering enterprise.
16. NSF and NSB recognize excellence with the Alan T. Waterman Award,
the Vannevar Bush Award, and the National Medal of Science.
17. NSF is a leader in Arctic research.
18. NSF-funded search & rescue robots improve disaster response.
19. NSF computing history is illustrated here by PLATO (Programmed
Logic for Automated Teaching Operations) in 1969.
20. An atomic-resolution structure of the HIV capsid.
21. NSF promotes informal scientific education and literacy through
its support of programming like NOVA.
22. NSF’s SBIR program strengthens the role of small business in federally
funded R&D, as it did in cellular technology in the 1990s.
23. From CSNET in 1981, to NSFNET and beyond, NSF has supported
innovations that helped create the Internet of today.
24. NSF is a leader in Antarctic research.
25. The LIGO observatories confirmed Einstein’s predicted gravity waves.
26. The bioluminescent green fluorescent protein (GFP) from jellyfish is
a powerful cellular biology research tool.
27. Sequencing the genome of Arabidopsis thaliana paved the way for a
deeper understanding food crops and other plants.
28. The Graduate Research Fellowship Program is NSF’s longest
continuously operating program.
29. NSF support of scanning and RFID technologies, like bar codes, has
helped revolutionize commerce and connectedness.
30. Mathematics is fundamental to S&T.
31. NSF’s First Grant Book recorded awards from FY1952-FY1959.
32. NSF support of archaeology enhances our understanding of where
we come from and who we are.
33. NSF researchers are studying the global decline in amphibian populations.
34. In electronics and material science, graphene’s unique electrical
and physical properties promise new breakthroughs.
35. Vannevar Bush’s vision made NSF’s founding possible.
36. Doppler-On-Wheels studies extreme weather like tornados.
37. NSF supports GPS technology, such as the National Center for
Geographic Information and Analysis.
38. Neuroscience is a major area for NSF.
39. The National Ecological Observatory Network (NEON) collects
environmental data via distributed sensor networks.
40. This Design Squad App illustrates NSF’s support of informal education
and advanced touch-screen technology.
41. The IceCube Neutrino Observatory, located beneath the
US South Pole Station, studies the nature and properties of these particles.
42. NSF supports potentially transformative technologies like Virtual Reality.
43. Robobees are innovative autonomously-flying microrobots that
have potential impacts in many applications.
44. Quantum phenomena can yield novel technologies in computing
and communications.
45. Breakthroughs in economics inspired new software that streamlines
organ matches like kidney exchanges.

46. The Very Large Array is a component of the National Radio
Astronomy Observatory.
47. NSF was key to the development of the MRI, now an essential health tool.
48. This block-sorting robot tests how autonomous systems discern
their environment.
49. NSF support led to the study and systematization of ASL.
50. 3D printing has impacted manufacturing, design and the arts.
51. NSF supports research into bee colony decline and efforts to
save the bees.
52. The High-Performance Instrumented Airborne Platform for
Environmental Research is a modified jet that studies
the atmosphere.
53. Large-scale computing simulates complex systems like hurricanes.
54. Large-scale changes to seawater chemistry can damage coral reefs
and more.
55. Biometric identification—whether fingerprints, iris scans, or DNA—
is essential to security and forensics.
56. The social sciences, like linguistics, improve our understandings
of ourselves and our society.
57. In 2019, a global network of telescopes (Event Horizon Telescope)
with major NSF support captured the first ever image of a black hole.
58. With support for programs like The Magic School Bus, NSF supports
elementary and informal STEM education.
59. Robotics and automation, such that in this self-driving car,
promise to transform transport and more.
60. In 1991, NSF-funded researchers discovered the first of three
extra solar planets by using radio telescopes.
61. The bacterial enzyme, CRISPR, is revolutionizing biotech and health.
62. The 2008 Amundsen-Scott South Pole Station is NSF’s latest
Antarctic research station.
Mural credit: Nicole R. Fuller



Flying on Frying Oil

The ever-excellent Matt Levine points us to the amusing economic policies that connect the international jet-set to Malaysian street hawkers of fried noodles. The EU and the US have created strong economic incentives to create sustainable aviation fuel (SAF) and a good way to do this is to recycle used cooking oil (UCO). What could be better, right? Take a waste product and turn it into jet fuel! The EU and US policies, however, are so strong that all the EU and US used cooking oil cannot meet the demand. Here’s a great sentence, “Europe simply cannot collect enough used cooking oil to fly its planes.”

In the US, credits under the Inflation Reduction Act can account for up to $1.75 to $1.85 per gallon of SAF. Meanwhile cooking oil is subsidized in some Wanton Noodle - One Of The Most Popular Hawker Foods In Malaysiaparts of the world. The result?

It turns out that restaurants, street food stalls and home cooks in Malaysia — which is “among the world’s leading suppliers of both UCO and virgin palm oil” — will pay less for fresh cooking oil than the international market will pay for used cooking oil. Fresh cooking oil is more useful to cooks than used cooking oil (it tastes better), but it is less useful to refiners and airlines than used cooking oil (it doesn’t reduce their carbon impact). Also fresh cooking oil is subsidized by the government in Malaysia: “Subsidised cooking oil sells for RM2.50 per kg versus the UCO trading price of up to RM4.50 per kg.” So if you run a restaurant, you can buy fresh cooking oil for about $0.60 (USD), use it to fry food a few times, and then sell it to a refiner for $1, which is a nice little subsidy for the difficult, risky, low-margin business of running a restaurant.

The noodle hawkers in Kuala Lumpur are getting a nice little bump in profit but who is going stall to stall to check that the oil is in fact used? And what counts as used? One fry or two? Clever entrepreneurs have cut out the middleman. Virgin palm oil can be substituted for used cooking oil and voila! Sustainable aviation fuel is contributing to deforestation in Malaysia. Malaysia exports far more “used” cooking oil than oil that it uses. No surprise.

All of this illustrates a broader point: externalities suggest policy interventions may improve outcomes but markets are complex and politics is blunt. It’s easy to make things worse. If intervention is necessary, a uniform carbon tax beats a patchwork of production-specific subsidies. A price is a signal wrapped up in an incentive. Send everyone the same signal and the same incentive to ensure that the cheapest emissions are cut first and total costs are minimized.

Crucially, a carbon tax rewards any effective solution, even ones a planner would never think of–lighter planes and cleaner fuels sure but also operational tweaks like jet washesIn contrast, subsidies tether policy to specific technologies, like used cooking oil. That invites rent-seeking and inefficiency.

Tax carbon, not inputs. Avoid games with paperwork. One verification point at the fuel supply point is simpler than tracing global waste-oil chains. Don’t subsidize the fry oil and audit the street hawkers. Tax the emissions.

The post Flying on Frying Oil appeared first on Marginal REVOLUTION.

Canine supply was elastic, too, South Korea edition

South Korea has now banned the dog meat trade:

Chan-woo has 18 months to get rid of 600 dogs.

After that, the 33-year-old meat farmer – who we agreed to anonymise for fear of backlash – faces a penalty of up to two years in prison.

“Realistically, even just on my farm, I can’t process the number of dogs I have in that time,” he says. “At this point I’ve invested all of my assets [into the farm] – and yet they are not even taking the dogs.”

By “they”, Chan-woo doesn’t just mean the traders and butchers who, prior to the ban, would buy an average of half a dozen dogs per week.

He’s also referring to the animal rights activists and authorities who in his view, having fought so hard to outlaw the dog meat trade, have no clear plan for what to do with the leftover animals – of which there are close to 500,000, according to government estimates.

“They [the authorities] passed the law without any real plan, and now they’re saying they can’t even take the dogs.”

…A spokesperson from the Ministry of Agriculture, Food and Rural Affairs (Mafra) told the BBC that if farm owners gave up their dogs, local governments would assume ownership and manage them in shelters.

Here is the full BBC story, via Rich Dewey.

The post Canine supply was elastic, too, South Korea edition appeared first on Marginal REVOLUTION.

My excellent Conversation with Austan Goolsbee

Here is the audio, video, and transcript.  Here is part of the episode summary:

A longtime professor at the University of Chicago’s Booth School and former chair of the Council of Economic Advisers under President Obama, Goolsbee now brings that intellectual discipline—and a healthy dose of humor—to his role as president of the Federal Reserve Bank of Chicago.

Tyler and Austan explore what theoretical frameworks Goolsbee uses for understanding inflation, why he’s skeptical of monetary policy rules, whether post-pandemic inflation was mostly from the demand or supply side, the proliferation of stablecoins and shadow banking, housing prices and construction productivity, how microeconomic principles apply to managing a regional Fed bank, whether the structure of the Federal Reserve system should change, AI’s role in banking supervision and economic forecasting, stablecoins and CBDCs, AI’s productivity potential over the coming decades, his secret to beating Ted Cruz in college debates, and more.

Excerpt:

COWEN: Okay, if the instability comes from the velocity side, that means that we should favor a monetary-growth rule to target the growth path of a nominal GDP, M times V, right?

GOOLSBEE: [laughs] Yes, and now you’re going to get me in trouble, Tyler. Here’s the thing I’ve known —

COWEN: You can just say yes. You’re not in trouble with me.

GOOLSBEE: I’m not going to say yes because, remember, I don’t like making policy off accounting identities. There’s no economic content in accounting identity. If you are trying to design a rule, that rule may work if the shocks are the same as what they always were in previous business cycles. I called it the golden path.

When we came into 2023, you’ll recall the Bloomberg economists said there was a 100 percent chance of recession in 2023. They announced it at the end of 2022. That’s when I came into the Fed system, the beginning of ’23.

That argument was rooted in the past. There had never been a drop of inflation of a significant degree without a very serious recession. Yet in 2023, there was. Inflation fell almost as much as it ever fell in one year without a recession. If you over-index too much on a rule that implicitly is premised on that everything is driven by demand shocks, I just think you want to be careful over-committing.

COWEN: I’m a little confused at the theoretical level. On one hand, you’re saying M times V is an identity, but on the other hand, it drives inflation dynamics.

GOOLSBEE: It’s why I started back from the . . . I bring a micro sentiment to the thinking about causality and supply and demand. I sense that you want to bring us to a, let’s agree on a monetary policy rule, and I’m inherently a little uncomfortable. I want to see what the rules say, but I fundamentally don’t want us to pre-commit to any given rule in a way that’s not robust to shocks.

COWEN: Now, you mentioned the post-pandemic inflation and the role of the supply side. When I look at that inflation, I see prices really haven’t come back down. They’ve stayed up, and I see service prices are also quite high and went up a lot, so I tend to think it was mostly demand side. Now, why is that wrong?

GOOLSBEE: There’re two parts to that. I won’t say why it’s wrong, but here are my questions. If you’re firmly a ‘this-all-came-from-demand’ guy, (A) you’ve got to answer, why did inflation begin soaring in the US when the unemployment rate is over 6 percent? Or we could turn it into potential output terms if you want, but output is below our estimate of potential. Unemployment is way higher than what we think of as the natural rate, and inflation is soaring. That already should make you a little questioning.

COWEN: I can cite M2. You may not like it. M2 went up 40 percent over a few-year period, right?

GOOLSBEE: Two, the fact that the inflation is taking place simultaneously in a bunch of countries of similar magnitudes that did not have the kind of aggregate demand, fiscal or monetary stimulus that we had in the US is also a little bit of a puzzle.

Then the third is, if you don’t think it was supply, then you need to have an explanation for why, when the stimulus rolls off, everything about the stimulus is delta from last year. We pass a big fiscal stimulus, we have substantial monetary stimulus that rolls off, the inflation doesn’t come down. Then in ’23, when the supply chain begins to heal, you see inflation come down. Those three things suggest there’s a little bit of a puzzle if you think it was all demand.

COWEN: No, I don’t think it was all demand, but you mentioned other countries. Switzerland and Japan — they import a lot. They were more restrained on the demand side. They had much lower rates of price inflation. That seems to me strong evidence for being more demand than supply.

GOOLSBEE: Wait a minute.

COWEN: I’m waiting.

GOOLSBEE: You’re going to bring in Japan?

COWEN: Yes.

GOOLSBEE: And you’re going to try to claim that Japan’s low inflation is the result of something in COVID? Japan had lower inflation all along, for decades before. They were going through deflation.

COWEN: But if it was mostly supply, a supply shock would’ve gotten them out of the earlier deflation, right? A demand shock would not have.

Recommended.

The post My excellent Conversation with Austan Goolsbee appeared first on Marginal REVOLUTION.

Thursday: GDP, Unemployment Claims, Durable Goods, Pending Home Sales

Mortgage Rates Note: Mortgage rates are from MortgageNewsDaily.com and are for top tier scenarios.

Thursday:
• At 8:30 AM: The initial weekly unemployment claims report will be released. The consensus is for initial claims to increase to 247 thousand from 245 thousand last week.

• At 8:30 AM: Gross Domestic Product, 1st quarter 2024 (Third estimate). The consensus is that real GDP decreased 0.2% annualized in Q1, unchanged from the second estimate of a 0.2% decrease.

• At 8:30 AM: Durable Goods Orders for May from the Census Bureau. The consensus is for a 4.5% increase in durable goods orders.

• At 8:30 AM ET: Chicago Fed National Activity Index for May. This is a composite index of other data.

• At 10:00 AM: Pending Home Sales Index for May. The consensus is for a 0.1% increase in this index.

• At 11:00 AM: the Kansas City Fed manufacturing survey for June. 

• During the Day: Census Bureau releases the Vintage 2024 Population Estimates

NHC Atlantic Outlook


Atlantic 2-Day Graphical Outlook Image
Atlantic 7-Day Graphical Outlook Image


ZCZC MIATWOAT ALL
TTAA00 KNHC DDHHMM

Tropical Weather Outlook
NWS National Hurricane Center Miami FL
800 AM EDT Sat Jun 28 2025

For the North Atlantic...Caribbean Sea and the Gulf of America:

1. Bay of Campeche (AL91):
An area of low pressure located in the eastern Bay of Campeche near
the Mexican coastline continues to produce a broad region of
disorganized shower and thunderstorm activity over the Yucatan
Peninsula and adjacent waters. Additional development is possible
today and Sunday as the low moves generally west-northwestward, and
a tropical depression could form during this period while the system
remains over the waters of the Bay of Campeche. By Monday, this
system should move inland over eastern Mexico, ending its chances of
development. Regardless of tropical cyclone formation, locally heavy
rains are possible over portions of Belize, Guatemala, and
southeastern Mexico during the next few days. An Air Force Reserve
Hurricane Hunter aircraft is scheduled to investigate the system
later today, if necessary.
* Formation chance through 48 hours...medium...50 percent.
* Formation chance through 7 days...medium...50 percent.



Forecaster Papin


NHC Eastern North Pacific Outlook


Eastern North Pacific 2-Day Graphical Outlook Image
Eastern North Pacific 7-Day Graphical Outlook Image


ZCZC MIATWOEP ALL
TTAA00 KNHC DDHHMM

Tropical Weather Outlook
NWS National Hurricane Center Miami FL
500 AM PDT Sat Jun 28 2025

For the eastern and central North Pacific east of 180 longitude:

1. Offshore of Southern Mexico (EP95):
Showers and thunderstorms associated with a broad area of low
pressure located a few hundred miles south-southwest of the Gulf of
Tehuantepec have become a little better organized this morning.
Environmental conditions appear conducive for development, and a
tropical depression is expected to form during the next day or so
while the system moves slowly west-northwestward off the coast of
southern Mexico. Regardless of development, locally heavy
rainfall is expected over portions of Central America and
southeastern Mexico through the weekend.
* Formation chance through 48 hours...high...70 percent.
* Formation chance through 7 days...high...90 percent.



Forecaster Pasch