Lay in bed till 7 o’clock, yet rose with an opinion that it was not 5, and so continued though I heard the clock strike, till noon, and would not believe that it was so late as it truly was. I was hardly ever so mistaken in my life before.
Up and to Sir G. Carteret at his house, and spoke to him about business, but he being in a bad humour I had no mind to stay with him, but walked, drinking my morning draft of whay, by the way, to York House, where the Russia Embassador do lie; and there I saw his people go up and down louseing themselves: they are all in a great hurry, being to be gone the beginning of next week. But that that pleased me best, was the remains of the noble soul of the late Duke of Buckingham appearing in his house, in every place, in the doorcases and the windows.
By and by comes Sir John Hebden, the Russia Resident, to me, and he and I in his coach to White Hall, to Secretary Morrice’s, to see the orders about the Russia hemp that is to be fetched from Archangel for our King, and that being done, to coach again, and he brought me into the City and so I home; and after dinner abroad by water, and met by appointment Mr. Deane in the Temple Church, and he and I over to Mr. Blackbury’s yard, and thence to other places, and after that to a drinking house, in all which places I did so practise and improve my measuring of timber, that I can now do it with great ease and perfection, which do please me mightily.
This fellow Deane is a conceited fellow, and one that means the King a great deal of service, more of disservice to other people that go away with the profits which he cannot make; but, however, I learn much of him, and he is, I perceive, of great use to the King in his place, and so I shall give him all the encouragement I can.
Home by water, and having wrote a letter for my wife to my Lady Sandwich to copy out to send this night’s post, I to the office, and wrote there myself several things, and so home to supper and bed. My mind being troubled to think into what a temper of neglect I have myself flung my wife into by my letting her learn to dance, that it will require time to cure her of, and I fear her going into the country will but make her worse; but only I do hope in the meantime to spend my time well in my office, with more leisure than while she is here.
Hebden, to-day in the coach, did tell me how he is vexed to see things at Court ordered as they are by nobody that attends to business, but every man himself or his pleasures. He cries up my Lord Ashley to be almost the only man that he sees to look after business; and with that ease and mastery, that he wonders at him. He cries out against the King’s dealing so much with goldsmiths, and suffering himself to have his purse kept and commanded by them.
He tells me also with what exact care and order the States of Holland’s stores are kept in their Yards, and every thing managed there by their builders with such husbandry as is not imaginable; which I will endeavour to understand further, if I can by any means learn.
As regular readers of this blog know, I’m pretty ambivalent about trade barriers as an economic policy. On one hand I think targeted tariffs and other trade barriers can be used to protect strategic industries from surges in underpriced import competition, especially by geopolitical rivals. On the other hand, broad tariffs like the ones Trump has used are generally bad — they hurt domestic manufacturing by making intermediate goods more expensive, they limit scale for domestic companies, etc.
And yet I do think that Europe should erect much higher trade barriers — both tariffs and non-tariff barriers — against Chinese high-tech manufactured export goods. The basic reason is that it’s important to protect Europe’s nascent modern defense industry. But I also think that blocking Chinese exports might nudge China to change its economic model to one that benefits regular Chinese people more.
In other words, China-Europe trade has some unusual characteristics right now that make trade barriers a much smarter idea than usual.
First, let’s talk about what’s going on with the Chinese economy. For the past few years, China’s government has unleashed an unprecedented torrent of subsidies for high-tech manufacturing industries. This — along with structural factors about how the Chinese economy works — has resulted in China making big global market share gains in industries like autos, pharmaceuticals, and shipbuilding. No one knows just how much of China’s market share gains are a result of government support, but as Paul Hannon reports, the OECD estimates that it’s more than half:
Government subsidies have driven most of the increase in the global market share of Chinese businesses over the past two decades as they have received three to eight times more support than their competitors, the Organisation for Economic Cooperation and Development said Monday…The analysis is based on the OECD’s Manufacturing Groups and Industrial Corporations database, which includes subsidy estimates and financial information for 525 of the world’s largest manufacturing groups spread across 15 key industrial sectors…[T]he OECD database tracks the amounts that firms are actually given…
“Industrial firms based in China receive more subsidies than their competitors based everywhere else,” the OECD said…For Chinese businesses, however, the share of [market share] gains explained by subsidies was…60%.
The Rhodium Group has a deeper dive into China’s new industrial policy. Essentially, instead of selecting a few industries to specialize in, China’s leaders just want the country to dominate everything — not just manufacturing, but services as well:
China’s industrial strategy…is becoming more systemic and pervasive, extending across all layers of production, from upstream inputs and industrial equipment to downstream applications, services, and frontier technologies…China’s next-generation industrial policy represents a shift from targeted sectoral intervention to what can be described as an “industrial policy of everything.”…While [Made in China 2025] focused on a defined set of strategic emerging industries, current policy frameworks extend across mature sectors, foundational supply chain nodes, and frontier technologies alike…
Even in mature industries facing overcapacity and severe price pressures, Beijingis providing continued support and pushing firms to upgrade production technologies to gain market share and lower production costs, rather than cutting capacity…Services, relatively neglected in earlier rounds of industrial policy, are getting more attention[.]
Basically, China does not want1 to exist in a trading system, where goods are traded for other goods. China wants to make all the goods, and have other countries pay for those goods with debt.
There are two basic reasons China is doing this. The first is pure mercantilism; China is trying to export its way out of the economic slump created by its housing bust. The second, as the Rhodium Group report explains, is power. If China controls key segments of other countries’ supply chains, it can use the threat of export controls to bring those countries to heel.
What should other countries do about this? The U.S. has chosen to respond with tariffs. These are of limited effectiveness, but they do appear to be doing something; even when you take into account the intermediate goods that China exports to America via third countries like Vietnam and Mexico, China’s share of America’s imports has fallen slightly from 2021 (or from 2017):
There are almost certainly much more effective tools that the U.S. could use to accelerate the decoupling of the two economies and reduce dependence on China…but since when has U.S. policy been driven by a desire for effectiveness?
The question is now what Europe and other developed countries — who have marginally more rational decision-making processes — are going to do about China’s attempt to dominate all tradable industries. One proposal — which Germany seems to be following so far — is to do nothing, and to simply let China make all the physical objects in the world, while focusing on services instead. This is essentially the proposal of Tej Parikh, who writes that China “has a comparative advantage in industrial policy itself”, and that trying to compete with China in any manufacturing industry is therefore doomed to fail.
This annoys me, because it represents a deep misunderstanding of the entire concept of comparative advantage! The theory of comparative advantage is about traded goods; it’s about which traded goods can be produced relatively more cheaply by which countries. If I’m better at making TVs than cars, and you’re better at making cars than TVs, then I’ll make TVs and you’ll make cars and then we’ll trade. That’s how comparative advantage works. This is why you cannot have a “comparative advantage in industrial policy”. Industrial policy is a production input, not a traded good. No one buys and sells industrial policy!
“OK, Noah,” you’re about to say. “Stop being a pedant. You know what he means. He means China is better at making anything and everything, because they use industrial policy for everything.”
Yes, I know that’s what he means. And yes, this reflects a deep misunderstanding of the concept of comparative advantage.2 Even if one country is better at making everything, it doesn’t have a comparative advantage in everything. That’s impossible. Every country has a comparative advantage at something!
That’s why in the theory of comparative advantage, trade is balanced. In the real world, China’s massive trade surplus means that trade is not balanced; much of the time, China isn’t trading goods for other goods, it’s trading goods for IOUs. That kind of unbalanced trade is something that just doesn’t happen in the theory of comparative advantage.
OK, so that was a bit of a rant. The real point here is that Parikh’s preferred solution — that every country except China should focus on innovation, and leave the making of everything to the Chinese — is simply ridiculous. First of all, it doesn’t deal at all with the issue of supply chain vulnerabilities. Second of all, China has an industrial policy for innovation, too — in fact, it’s China’s most important industrial policy. The idea of “We’ll do the innovation while China makes everything” sounds straight out of 2002 — and it was obviously wrong even back then.
The cold, hard fact is that Europe needs to do something, or risk losing its sovereignty to foreign conquerors. China — the very country that Europe’s free-traders are now suggesting should supply every single manufactured good — is waging a proxy war against Europe even as we speak. China trains Russian soldiers, provides Russia with battlefield intelligence in its war against Ukraine, helps out Russian defense manufacturers, and even does some defense manufacturing for Russia — in addition to buying Russian oil and keeping the Russian economy afloat.
And this is all while Russia is actively threatening to invade the EU. If Russia eventually does invade, Europe will need to make large amounts of drones to resist the invasion. All militaries that are not centered around large masses of drones are now obsolete — when NATO conducts war games against drone-equipped Ukrainian units, the Ukrainians easily triumph.
But both Europe and Ukraine cannot currently make drones from scratch without relying on Chinese industry. Many of the components and materials that go into making a drone are controlled by China — things like radio modules, lithium-ion batteries, electric motors, navigation cameras, and even carbon frames. Europe cannot currently make these — or can’t make many of them, at least.
If Russia were to invade Europe, China could simply decide not to sell Europe the components it needs to make drones. Why wouldn’t it? China has already proven itself perfectly willing to use export controls on rare earths and other upstream technologies to throttle other countries’ defense industries. And a Europe cowed and dominated by China’s most important ally would probably be more useful to Xi Jinping than a free and independent Europe that steers its own destiny.
If Russia invaded Europe and China simultaneously halted the export of drone components, Europe would be a lost cause. Unless Europe could assemble upstream industries for drone components from scratch before Russia’s drone-equipped armies marched across the Baltics and into Poland, the war would quickly be lost for lack of weapons.
Whether they realize it yet or not, Europe’s dependence on China for the manufacture of many key defense inputs puts it at China’s mercy. This is a downside to free trade that the folks who advocate a European retreat from manufacturing simply fail to engage with or acknowledge. It provides a strong rationale for putting up trade barriers against the import of certain intermediate goods — something that harms economic efficiency, but is necessary for defense.
When invading armies are burning your country to the ground, you should worry less about deadweight loss than about being dead.
But those who wring their hands about the economic losses should take heart. Blocking the import of Chinese goods might harm economic efficiency, but it could have some positive knock-on effects in terms of political economy.
For all China’s high-tech wizardry, its big industrial policy push doesn’t seem to be doing much to help the actual people of China.
The real estate industry, which previously created plenty of labor demand and broad-based wealth for regular Chinese people, is still in the dumps and may even be getting worse. The continued property bust is weighing on aggregate demand — Fixed-asset investment is shrinking, while retail sales have flatlined.
“Industrial policy for everything” was supposed to fill the hole left by real estate, but it isn’t doing a very good job of it. Because the rise in Chinese manufacturing output is being done mostly for export, regular Chinese people aren’t able to share in the bounty the policies are creating. For example, Chinese motor vehicle consumption is below where it was a decade ago, despite surging exports:
Source: National Bureau of Statistics
In fact, this shift dates back to the pandemic. Matt C. Klein has a good series of charts on China’s anemic consumption. Here’s an example:
This is often framed as China helping producers at the expense of consumers. But often it’s not even that. China’s industrial subsidies pay a bunch of different companies to produce the same goods, competing their profits to zero even as they also undercut the overseas competition. A prime example of this is the solar industry:
China’s solar exports have enjoyed a surge since the bombing [of Iran] began. But that will be small cheer to its companies…Domestic demand for their products is falling for the first time in decades because the country’s power grids—far and away the biggest market for solar panels—have become overloaded with the things. Solar-panel supply, meanwhile, is overabundant because of years of splashy investment in factories…Most companies have been running at a loss since 2024 because of brutal price wars; bankruptcies are mounting.
But it’s not just undifferentiated commodity products like solar that are suffering this fate; China’s vaunted auto industry, which came out of nowhere to leapfrog all other countries with its mastery of EVs, is locked in an endless brutal price war:
China’s efforts to cool its automotive price war are faltering as BYD Co. and rivals expand discounts to avoid ceding ground in the world’s largest car market…The average price reduction for BYD cars accelerated to 10% in March…Discounts by competitors…also edged higher…Regulators’ missives aimed at halting deflationary momentum have fallen on deaf ears so far, and industry observers say it won’t stop the discounting trend anytime soon.
China’s industrial policy is accomplishing its central goal of national greatness. China’s technology level is advancing, its companies are winning global market share, and it’s gaining control over key strategic technological choke points. But China’s workers, its savers, its investors, and even its entrepreneurs are on a treadmill, unable to enjoy the fruits of their country’s industrial dominance.
European trade barriers could potentially nudge China out of this toxic political economy. If Xi Jinping & co. see that they can’t forcibly deindustrialize the West by subsidizing infinite exports, their cost-benefit calculations may shift. Providing growing living standards for Chinese people might once again become the central goal of policy, as it was during the time of Deng Xiaoping, Jiang Zemin, and Hu Jintao.
So Europe should push back against the Chinese import flood, not just for their own security, but also for the sake of regular Chinese people. Fortunately, there are indications that European leaders have had enough of Xi’s little game, and are preparing to take real action. Hopefully this newfound resolve doesn’t get lost in the maze of European bureaucracy and inertia like so many other worthwhile initiatives.
Parikh is confusing comparative advantage with something called “competitive advantage”. In the theory of comparative advantage, competitive advantage — who makes which good more cheaply in the absolute sense — doesn’t end up mattering for the patterns of international trade. That’s why the theory is so brilliantly counterintuitive.
These charts make it pretty clear that links in tweets hurt
engagement. The connection was so apparent in my analysis that a
graph including all 18 publishers is almost unreadable: The
traditional, link-loving publishers are clustered in the bottom
left corner (lots of links, little engagement) in a nearly
indistinguishable mass of bubbles, no matter how large their
followings are.
Musk’s Twitter/X is not an aggregator for news. It’s a walled garden. But the type of garden where you need to keep your eyes open and your hand on your wallet. Sometimes it’s fun to visit a seedy neighborhood. But let’s not pretend it isn’t a seedy neighborhood just because, long ago, it used to be nice.
Nate Silver, back in April, under the headline “Social Media Is Turning Into a Freak Show”, where by “social media” he mostly discusses Twitter/X:
But what does that remaining traffic consist of? I recently came
across a bubble chart depicting the Twitter accounts that
had received the most “engagement” in February 2026. It was
depressing: most of the top accounts were extremely low-quality
and highly partisan. I hadn’t even heard of many of them and only
follow a handful of the top accounts. So I tracked down the
original data myself and, with help from Claude, made my
own improved version of the chart. Here, voilà, are the Twitter
accounts with the most engagement so far in 2026:
It’s not hard to notice that Twitter has become extremely
right-leaning. But I’d argue there’s an equally important trend:
the top accounts are of incredibly low quality. Elon, with the
algorithmic boost he built in for himself, is at the eye of
the storm, of course. But “Catturd” literally gets far more
engagement than the New York Times, for instance.
There’s a common argument from proponents of the Musk-era X that the only problem is that left-leaning people have abandoned the platform. That the X algorithm is a contest and if only right-leaning accounts are playing, of course they’re winning. This is nonsense. The whole thing is rigged. Elon Musk’s outsized prominence as the most-engaged-with account is proof of that. Twitter existed for 16 years before Musk bought it. He wasn’t even close to the biggest account during that era. Then he bought it. Now his account is the biggest.
As Silver’s data analysis shows, Musk’s X is not just dominated by right-wing accounts, it’s dominated by “who the hell is that?” right-wing slop accounts.
The only way not to lose a rigged game is to refuse to play. X is still a thing. A lot of people, companies, and organizations still post there — treat it like their blogs — exclusively. I still wind up linking to posts on X because that’s where they are. That’s a whole separate discussion. But anyone who’s trying to “compete” there with subject matter that is even vaguely political has no chance of success unless what they’re posting is what Elon Musk wants to see promoted. It’s not like his thumb is on the scale, it’s like an anvil is on the scale. The conundrum is that there are still a lot interesting people posting interesting things there.
Relative to those in nonremotable jobs, workers in remotable jobs spent approximately one additional hour alone per workday after the pandemic. Those in remotable jobs also differentially increased days spent entirely alone and decreased after-work socializing. The rise in isolation was sharpest for those living alone, whose likelihood of spending the whole day without social contact rose by 7 percentage points (83%).
Mental distress simultaneously increased: Scores on the Kessler (K-6) measure of generalized psychological distress rose by 0.1 standard deviations for those in remotable jobs relative to those in nonremotable jobs. The increase in distress was roughly twice as large for those living alone compared with those living with family. Alternative measures of mental distress—such as the frequency of depression, mental health care utilization, and antidepressant prescriptions—show similar trends. In contrast, workers in remotable jobs did not differentially increase visits to non–mental health care providers or non–mental health prescriptions (statins, for example), suggesting that the change was not merely driven by increased flexibility for doctor visits.
President Franklin Delano Roosevelt had good news for the American people when he gave his twenty-ninth Fireside Chat on June 5, 1944. The day before, June 4, Rome had fallen to Allied troops. “The first of the Axis capitals is now in our hands,” Roosevelt said.
The president pointed out that “it is…significant that Rome has been liberated by the armed forces of many nations. The American and British armies—who bore the chief burdens of battle—found at their sides our own North American neighbors, the gallant Canadians. The fighting New Zealanders from the far South Pacific, the courageous French and the French Moroccans, the South Africans, the Poles and the East Indians—all of them fought with us on the bloody approaches to the city of Rome. The Italians, too, forswearing a partnership in the Axis which they never desired, have sent their troops to join us in our battles against the German trespassers on their soil.”
This group of ordinary men from many different countries had worked together to defeat the forces of fascism. For all that the fascists boasted of the superiority of their form of government over democracy, in Italy “[o]ur troops have found starvation, malnutrition, disease, a deteriorating education and lowered public health—all by-products of the Fascist misrule,” FDR said.
But the president warned Americans that the fall of Rome was only the beginning. “We shall have to push through a long period of greater effort and fiercer fighting before we get into Germany itself,” he said. “[T]he victory still lies some distance ahead. That distance will be covered in due time—have no fear of that. But it will be tough and it will be costly.”
FDR knew something his audience did not. On the other side of the Atlantic, paratroopers, their faces darkened with cocoa, were already dropping into France, and the soldiers, sailors, and airmen of the Allies were on their way across the English channel.
The order of the day from their commander, General Dwight D. Eisenhower, on the evening of June 5 had read: “You are about to embark upon the Great Crusade, toward which we have striven these many months. The eyes of the world are upon you. The hopes and prayers of liberty-loving people everywhere march with you. In company with our brave Allies and brothers-in-arms on other Fronts, you will bring about the destruction of the German war machine, the elimination of Nazi tyranny over the oppressed people of Europe, and security for ourselves in a free world.”
“Your task will not be an easy one,” it read, but it assured the troops that the Germans had suffered great defeats and Allied bombing had reduced German strength, while “[o]ur Home Fronts have given us an overwhelming superiority in weapons and munitions of war, and placed at our disposal great reserves of trained fighting men. The tide has turned! The free men of the world are marching together to Victory!”
Eisenhower’s public confidence did not reflect his understanding that the largest amphibious invasion in military history was a gamble. The seas on the crossing were rough, and the beaches the men would assault were tangled in barbed wire, booby trapped, and defended by German soldiers in concrete bunkers. On June 5, in pencil on a sheet of paper, he had written a message to be communicated in case the invasion failed.
“Our landings in the Cherbourg-Havre area have failed to gain a satisfactory foothold and I have withdrawn the troops,” it read. “My decision to attack at this time and place was based upon the best information available. The troops, the air and the Navy did all that bravery and dedication to duty could do. If any blame or fault attaches to the attempt it is mine alone.”
But Eisenhower’s letter was never delivered.
On the morning of June 6, 1944, five naval assault divisions stormed the beaches of Normandy. Seven thousand ships and landing craft operated by more than 195,000 naval personnel from 8 countries brought almost 133,000 troops to beaches given the code names UTAH, OMAHA, GOLD, JUNO, and SWORD.
By the end of the day, more than 10,000 Allied troops were wounded or killed, but the Allies had established a foothold in France that would permit them to flood troops, vehicles, and supplies into Europe.
When FDR held a press conference later that day, his comment to the cheerful reporters highlighted the extraordinary weight of the past 24 hours. “I knew last night, when I was doing that broadcast on Rome,” he told them, “that the troops were actually in the vessels, on the way across.”
NASA directed astronauts on the ISS to shelter in a Crew Dragon spacecraft after Russian cosmonauts planned to perform repairs the agency thought created “elevated risk” to the station.
I added a CLI to micropython-wasm (issue #7), inspired by the first draft of the blog entry when I realized it would be a great way to illustrate the Try it yourself section.
I've been experimenting with different approaches to running code in a sandbox for several years now, but my latest attempt feels like it might finally have all of the characteristics I've been looking for. I've released it as an alpha package called micropython-wasm, and I'm using it for a code execution sandbox plugin for Datasette Agent called datasette-agent-micropython.
I absolutely love plugins as a mechanism for extending software. A carefully designed plugin system reduces the risk involved in trying new things to almost nothing - even the wildest ideas won't leave a lasting influence on the core application itself. My software can grow a new feature overnight and I don't even have to review a pull request!
There's one major drawback: my plugin systems all use Python and Pluggy, and plugin code executes with full privileges within my applications. A buggy or malicious plugin could break everything or leak private data.
I'd love to be able to run plugin-style code in an environment where it is unable to read unapproved files, connect to a network, or generally operate in a way that's risky or harmful to the rest of the application or the user's computer.
My interest covers more than just plugins. For Datasette in particular there are many features I'd like to support where arbitrary code execution would be useful. I've already experimented with this for Datasette Enrichments, where code can be used to transform values stored in a table. I'd love to build a mechanism where you can run code on a schedule that fetches JSON from an approved location, runs a tiny bit of code to reformat it into a list of dictionaries, then inserts those as rows in a SQLite database table.
What I want from a sandbox
My goal is to execute code safely within my own Python applications. Here's what I need:
Dependencies that cleanly install from PyPI, including binary wheels across multiple platforms if necessary. I don't want people using my software to have to take any extra steps beyond directly installing my Python package.
Executed code must be subject to both memory and CPU limits. I don't want while True: s += "longer string" to crash my application or the user's computer.
File access must be strictly controlled. Either no filesystem access at all or I get to define exactly which files can be read and which files can be written to.
Network access is controlled as well. Sandboxed code should not be able to communicate with anything without going through a layer I fully control.
Support for interaction with host functions. A sandbox isn't much use if I can't carefully expose selected platform features to the code that it's running.
It has to be robust, supported, and clearly documented. I've lost count of the number of sandbox projects I've seen in repos with warnings that they aren't actively maintained!
WebAssembly looks really promising here
Web browsers operate in the most hostile environment imaginable when it comes to malicious code. Their job is to download and execute untrusted code from the web on almost every page load.
Given this, JavaScript engines should be excellent candidates for sandboxes. Sadly those engines are also extremely complicated, and are not designed for easy embedding in other projects. Most of the V8-in-Python projects I've seen are infrequently maintained and come with warnings not to use them with completely untrusted code.
WebAssembly is a much better candidate. It was designed from the start to support all of the characteristics I care about and has been tested in browsers for nearly a decade. The wasmtime Python library brings WASM to Python, is actively maintained, and has binary wheels.
MicroPython in WebAssembly
WebAssembly engines like wasmtime run WebAssembly binaries. Some programming languages like Rust are easy to compile directly to WebAssembly. Dynamic languages like JavaScript and Python are harder - they support language primitives like eval(), which means they need a full interpreter available at runtime.
To run Python we need a full Python interpreter compiled to WebAssembly, wired up in a way that makes it easy to feed it code, hook up host functions and access the results.
Pyodide offers an outstanding package for running Python using WebAssembly in the browser, but using Pyodide in server-side Python isn't supported. The most recent advice I could find was from October 2024 stating "Pyodide is built by the Emscripten toolchain and can only run in a browser or Node.js".
The other day I decided to take a look at MicroPython as an option for this. The MicroPython site says:
MicroPython is a lean and efficient implementation of the Python 3 programming language that includes a small subset of the Python standard library and is optimised to run on microcontrollers and in constrained environments.
WebAssembly sure feels like a constrained environment to me!
read the research.md document and build this. You will probably need to write a script that compiles a custom WASM version of MicroPython as part of this project - fetch the MicroPython code to a /tmp directory for this as part of that script.
It worked. I now had a prototype Python library that could execute Python code inside a WebAssembly sandbox!
The trickiest piece to solve was persistent interpreter state. The WASM build we are using here exposes a single entry point which starts the interpreter, runs the code and then stops the interpreter at the end.
This works fine for one-off scripts, but for Datasette Agent I want variables and functions to stay resident in memory so I can reuse them across multiple code execution calls.
A neat thing about working with coding agents is that you can get from an idea to a proof of concept quickly. I prompted:
For keeping variables resident: what if we ran code inside micropython itself which called a host function get_next_python_code() and then passed that to eval() - and that host function blocked until new code was available, maybe by running in a thread with a queue? Could that or a similar idea help here?
After some iteration we got to a version of this that works! In Python code you can now do this:
Under the hood this starts a thread, sets up a request queue and then sends messages to that queue for the session.run() command, each time waiting on a reply queue for the result of that execution. Inside WASM the MicroPython interpreter blocks waiting for a __session_next__() host function to return the next line of code, which it runs eval() on before calling __session_result__({"id": request_id, "ok": True}) when each block has been successfully executed.
The other piece of complexity was supporting host functions, so my Python library could selectively expose functions that could then be called by code running in MicroPython.
I am by no means a C programmer, but I've read the C and had two different models explain it to me (here's Claude's explanation) and I've subjected it to a barrage of tests.
The great thing about working with WebAssembly is that if the C turns out to be fatally flawed the worst that can happen is the WebAssembly execution will fail with an exception. I can live with that risk.
Memory limits are directly supported by wasmtime. CPU limits are a little harder: wasmtime offers a "fuel" concept to limit how many operations a WebAssembly call can execute, and that's the correct fit for this problem, but the units are hard to reason about. I'm experimenting with a 20 million default "fuel" setting now but I'm not confident that it's the most appropriate value.
You can try it from your own Python code as described in the README. I've also added a simple CLI mode in version 0.1a2 which means you can try it using uvx without first installing it like so:
uvx micropython-wasm -c 'print("Hello world")'# To see it run out of fuel:
uvx micropython-wasm -c 's = ""; while True: s += "longer"'# Outputs: micropython-wasm: guest exited with code 1
Having complained about immature, loosely-maintained sandboxing libraries, it's deeply ironic that I've now built my own!
I deliberately slapped an alpha release version on it, and I'm not ready to recommend it to anyone who isn't willing to take a significant risk.
I've put it through enough testing that I'm OK using it myself. I've shipped my first plugin that uses it, datasette-agent-micropython. I've also locked GPT-5.5 xhigh in that Datasette Agent plugin and challenged it to break out of the sandbox and so far it has not managed to.
I'm hoping this implementation can convince some companies with professional security teams and high-stakes problems to commit to using Python in WebAssembly as a sandboxing approach and open source their own solutions.
OpenAI first teased this in February, but now it's live and "rolling out to eligible personal accounts, including Free, Go, Plus, and Pro, and self-serve ChatGPT Business accounts":
Lockdown Mode is designed to help prevent the final stage of data exfiltration from a prompt injection attack by limiting outbound network requests that could transfer sensitive data to an attacker. Lockdown Mode does not prevent prompt injections from appearing in the content ChatGPT processes. For example, a prompt injection could appear in cached web content or in an uploaded file, and could still affect the behavior or accuracy of a response.
This looks really good to me.
The Lethal Trifecta occurs when an LLM system has access to all three of access to private data, exposure to untrusted content and a way to steal data and transmit it back to the attacker.
The only way to solve the trifecta is to cut off one of the three legs, and by far the easiest leg to restrict without making your LLM systems far less useful is the exfiltration vectors to steal data.
It looks to me like lockdown mode directly attacks that leg, using mechanisms that are deterministic and, crucially, are not evaluated by AI systems that themselves can be subverted by sufficiently devious attacks.
The existence of lockdown mode does however imply that ChatGPT, in its default settings, does not provide robust protection against sufficiently determined data exfiltration attacks!
Five of the seven crew members on the International Space Station briefly sought refuge inside a SpaceX return capsule Friday morning as two Russian cosmonauts worked on an air leak on the other end of the complex.
NASA ordered US astronauts Jessica Meir and Jack Hathaway, French astronaut Sophie Adenot, and Russian cosmonaut Andrey Fedyaev into SpaceX's Crew Dragon Freedom spacecraft around 9 am EST (14:00 UTC) on Friday. The foursome launched aboard the SpaceX crew capsule on the Crew-12 mission in February, and the ship serves as their lifeboat until the crew's scheduled return to Earth in September.
NASA astronaut Chris Williams, who flew to the station in a Russian Soyuz ferry ship, joined the Crew-12 astronauts inside the Dragon spacecraft.
Hi everybody. I’ve been having an extremely busy week, so no two talking heads conversation this week. Just my head talking alone for a relatively short time.
Hi, I’m Paul Krugman. I’m winding down some travel, and I’ve been meeting all sorts of people face to face, so virtual interactions are down. So just to give you some kind of Saturday video, I thought I would talk a little bit about latest economic news, markets — things that I don’t normally weigh in very much because that kind of market commentary is usually something that is best done by business economists who are focusing on the day-to-day stuff talking to market participants. But I think that the latest stuff is interesting enough to warrant some discussion and maybe a way to think about where we are economically right now.
So okay, if you’re paying attention to this stuff you probably know that yesterday was a job report day. The report was unusually strong, certainly stronger than almost any of the professional forecasters expected, 172,000 jobs.
Predictably, Trump first boasted about this with a lot of talk about how you know we didn’t have this kind of prosperity under Joe Biden. It is kind of odd given how well things are supposedly going how much Trump and his people talk about Biden. If it was really that much better would you need to be constantly comparing yourself and making claims about how much better you’re doing?
For what it’s worth you know how often during his 48 months in the White House did Biden preside over job reports that were as good as yesterday’s in terms of job creation? The answer is 37 times.
Now, there are reasons why the rapid job growth of the early Biden years, which was coming out of the COVID slump, can’t be replicated. And the fact that immigration is way down means that a normal jobs report is going to be a lower number.
But still this was unexpectedly high job growth but not really something that should alter your fundamental view about how the economy works, although the near-term outlook looks stronger than you might have thought.
One thing I should say, since there are some people wondering, can we trust these numbers? And particularly pointing out that the unemployment rate did not fall, even though we had a unexpectedly big job creation number and wondering how does that add up, are these books being cooked? The answer is no. You’re not helping by saying that.
I’m not saying that the books might not be cooked at some time in the future, but we will know. It will be obvious that this is happening. And it would basically be impossible to do it without there being lots of warning bells, without there being lots of whistleblowers.
So far, the Bureau of Labor Statistics is still apolitical, professional — under-resourced, which is becoming a problem — but these are the best numbers they could do.
If you’re puzzled by how we can have strong job growth and no change in the unemployment rate, the answer is that these are two different surveys. The unemployment rate is based on a survey of households. The job creation number is based on a survey of employers. Those numbers don’t have to match up. I mean, in an ideal world, they would always tell the same story, but there’s statistical noise, there’s sampling error, there’s just conceptual differences.
So this kind of discrepancy is not that unusual. And what it really tells you is, well, is the economy, is the labor market really sort of flat, which is what the unemployment numbers suggest, or are we seeing at least a mini boom in employment, which is what the
nonfarm payroll numbers suggest? And the answer is who knows? Time will tell. Over the course of a year there’s not usually a significant discrepancy in the stories these numbers tell; month by month, well, it’s noisy and you shouldn’t overreact.
Okay trying to make sense of what is going on — why is the labor market as strong as it appears to be? One important point about the economy right now is that there are three big forces that are hitting us. It would be really great from the point of view of professional economists if just one thing would happen at a time. But unfortunately, that’s not how it works. So there are three things happening. First, we are still feeling the effects of Trump’s erratic tariff policy, which has had a depressing effect on employment — not so much the tariffs themselves as the uncertainty. It’s very hard for businesses to make plans, very risky for them to sink money into new ventures when they have no idea what the tariff regime will be a few months down the road. But that uncertainty probably did a one-time hit to employment which is mostly probably behind us because yeah we have crazy erratic trade policy, but that’s now just a piece of the landscape which affects the level of employment, maybe, but not the rate of growth. The second thing is AI. So we have this enormous boom in spending on data centers, a large surge in investment, big rise in stock prices because of hopes about what AI might return. There are not that many people who benefit from high stock prices, but these are people with a lot of money and a lot of spending power. And if they go out and spend more, that boosts the economy. So that’s a sort of force that operates in opposition to the effects of the tariffs.
And possibly the AI-driven spending is coming on now while the tariff effect is sort of closing out.
About oil: For what it’s worth, prediction markets are by and large evil things, but they do give you a quick way of summarizing conventional wisdom. And just about a week ago,
Kalshi said that the probability that the Strait of Hormuz would be open by August 1st was 60%. It’s now 26%. So people have justifiably gotten very skeptical of White House pronouncements that this is just about over. They should have been more skeptical before.
But anyway, it just does not look like it’s going to open. And there’s a still huge remaining uncertainty about what does this imply? Through all of this there’s been a dichotomy between people in financial markets — including people in the futures market for oil who are presumably more professional, less vibes driven than a lot of investors — and what people who actually study the physical market for oil have to say.
And right now futures prices are way up from where they were before the war, but they’re still under $100. Yet the oil industry people are basically hair on fire, saying, we’ve been meeting the loss of supply from the closure of the strait by drawing down inventories and the inventories are very close to critical critically low levels — there’s a certain amount you need to just sort of function — and there were a lot of warnings that really bad things would happen if the strait wasn’t reopened by June 1st. Well guess what here we are, it’s June 6th, D-Day, and the strait is not open. So is there a really severe oil crunch just a few weeks down the pike, or is it kind of manageable?
So are we going to be hovering around current oil prices? I still find the physical oil argument quite persuasive, but I do wonder, again, it’s not like there are a lot of meme stock investors speculating in oil futures. That’s not a market that you would expect to be
highly emotional. We know that there are insider traders who seem to know what Donald Trump is going to do a few minutes before he does it, who are in the market, but they’re probably not enough to be seriously, on a sustained basis, distorting the price. So I don’t know what’s happening on the oil scene except that it is a source of worry.
Other objective economic facts: that jobs report also showed wage growth slowing, which it has been doing for a while, at the same time as inflation has been accelerating. Inflation was first pushed up by the tariffs, and now has been pushed up further by oil prices and prices of other goods, fertilizer, helium, that were transiting the Strait of Hormuz. That hit to prices is not all the way through the system. There’s a lot of effects, particularly from diesel prices and also fertilizer, that will show up over time in higher prices of goods that involve using these hydrocarbon-based resources to operate. So inflation is likely to stay elevated for a while. With wage growth slowing down, we are almost surely looking at least another couple of months of falling real wages, which is not a good thing.
I’m a little skeptical of all the K-shaped economy stories — up at the top and down at the bottom. A lot of that is sort of going beyond what the data really say. But it is definitely true that people who earn their income are being hit by inflation and not being compensated with higher wages, while people who own lots of stocks have been doing much, much better. So that’s a real bifurcation.
Of course, people who own lots of stocks are not feeling as good as they did a week ago. We’ve had a significant fall in the stock market and then a real tumble yesterday, more than 4% on the NASDAQ, somewhat less on the other indices, but still significant decline in stocks. The President of the United States went on a rage tweeting or whatever rage truth socialing spree sand said good jobs report should send stocks should go up not down. He somehow or other managed to find ways to contrast himself with Biden and make a lot of accusations against industry people who under-forecast this jobs number as suffering from Trump derangement syndrome.
Actually, a quick point there about conspiracy theorizing. I know people who have to do these NFP, non-farm payroll projections, and they are, whatever their personal views, their job depends on being as correct as possible in the forecast. Every month, they’re evaluated. They have a story. They have a number. Their prediction will be wrong. But there’s always a question, were you better or worse than other forecasters? They do not have any space to indulge their political views.
They will get it wrong. This happens all the time. The economy is a complicated thing. And even with the best will in the world even with the best information in the world, you are going to get it wrong. The idea that there’s a special negativity of economic forecasters towards Trump is ridiculous if you were awake during the last five years. Many of us still remember when Bloomberg put the odds of recession, this was in 2022, put the odds of recession over the next year at 100%. There was no recession.
I don’t think I ever suggested that the professional forecasting of the economy was politicized. And I don’t think it was politicized either for or against Biden, and it isn’t politicized for or against Trump. There was a fundamental misconception, I think, behind those recession forecasts. But that is not a case of politicization.
Anyway, there’s certainly no call for Trump to see himself as a victim. So what is happening? Trump professed to be baffled that a good jobs number should make stocks go down. But of course, it’s actually quite straightforward. What’s happening here is that with the combination of elevated inflation, now largely driven by the effects of Iran, and a job market that is holding up — that is not, in fact, falling off a cliff, if anything, appears to be accelerating — there is no case for cutting interest rates. A few months ago it seemed
plausible that there would be some reduction in interest rates, that the Fed would have a rate cut or two this year. Now the chance of a rate cut, according to the market implied probability uh is around one percent. So there’s essentially no chance that rates will be cut and last I saw the market implied probability that rates will actually be increased is about 70 percent. Not big rate hikes but the Fed is probably going to find itself wanting to lean
against potential inflation, against the possibility that inflation might get entrenched in the economy which is always their great concern. That’s not going to lead to drastic action but by any historical criteria there are is no case for cutting rates and there’s starting to be a reasonable case for increasing rates. Lots of stuff can happen but probably not soon so your expectation about what’s going to happen to the fed funds rate which is a very short term rate, actually literally overnight, has risen substantially that in turn leads to higher rates on longer term stuff which is what matters for economic activity. And that rise in interest rates hurts stocks. There’s always a couple of different ways to say this, but should you put your money in stocks or in bonds, well, if interest rates are higher, people are less inclined to put in stocks or what is really an equivalent thing, since the price of a stock depends upon expectations of profits in the future, if interest rates are higher those future profits are discounted more which means that the price of stocks should fall.
And consistent with that story, the biggest falls in yesterday’s action were in stocks whose value depends much more on profits, hoped for profits sometime well into the future. So the NASDAQ fell 4%. The S&P, which is kind of a mixture of growth stocks and stocks that are driven more by current earnings fell less than that. The Dow, which is even more established companies who already have their profit flows fell less. So this was very clearly interest rates are going to go up because the economy is holding up while inflation is a little worrying and the Fed is not going to cut rates and may well raise rates so of course stocks are down. Nothing odd about that, nothing perverse. All that we learn is that the President of the United States doesn’t understand any of this and he just thinks that he should get interest rate cuts as a gold star for his incredible efforts.
The interesting plot here is what does this do to Kevin Warsh, the new chairman of the Fed? Warsh was installed by Trump as somebody who Trump believes will do his will, that he will cut interest rates because Trump says we should cut interest rates and that he will find ways to justify it. And Warsh has been gesturing in that direction, calling upon the Fed to use different measures of inflation that look more benign than the standard measures. That’s an interesting debate, but it’s just so obviously motivated reasoning. It clearly says pick the inflation measures that show the lowest inflation so that we can make a better case for interest rate cuts, which is what Donald Trump wants. It’s clear that this is not a serious intellectual argument.
But I think he has basically no chance of getting those rate cuts. Again, the Fed is not a dictatorship, it’s not even like a corporation where the CEO gets to make big
decisions on his own. The Fed’s interest rate policy is set by a committee — the federal open market committee — which is a mixture of long-serving members of the federal reserve board and presidents of regional feds. Basically it’s not answerable to Donald trump it’s answerable in the long run to elected politicians, but that’s quite a long-run thing. And outside of Trump’s creatures, there is zero support for interest rate cuts on the Fed board now, as there should be none. The logic of an economy where employment still seems to be plugging along and inflation is high is not one in which there’s any rational argument for cutting interest rates.
So what does Warsh do? Does he act like a professional central banker, in which case he will incur enormous rage from the White House, or does he advocate for stuff that he knows, he’s not stupid, and that everybody else, that all of his colleagues know is really, really bad policy, and then just keep losing votes at the FOMC, thereby becoming the least respected, least influential Fed chairman in history. and I don’t know which way that goes but pass the popcorn.
I hope that I’ve been clear in the past in warning people against expecting instant gratification in people who are opposed to Trump in expecting instant gratification I’ve been I’ve made that mistake myself as well but if you want the fact that Trump is doing terrible things, which he is, to cause a severe recession now or a month from now or six months from now, well, unfortunately economics is not a morality play. The wages of bad behavior take much much longer and are much more diffuse. There’s all kinds of things happening out there so the idea that you could expect catastrophe just because you have catastrophically bad leadership is true in warfare as we’re seeing in Iran, it’s true maybe at the level of corporate competition. But something like the US economy is a lot less sensitive especially in the short run to the quality of leadership at the top of the United States because the US government influences the economy but doesn’t run it so this is not going to be the kind of spectacular flame out that many people would like for political reasons to see. So on we go.
For what it’s worth, I don’t see anything that’s happening now that will turn around the public’s extremely negative view of the economy. Most people don’t care what the job number is, as they shouldn’t. It’s not something that affects their lives directly. The perceived state of things is that although we don’t have high unemployment,
jobs are hard to find and prices are rising and they’re rising faster than wages. That’s not an ideological point, that’s just a fact. So people are going to stay negative and I guess have some sense that we have crazy erratic leadership. And loud proclamations that this is the
hottest economy ever and it’s great and it’s wonderful are almost truly counterproductive politically. This is a time when Trump could really take some lessons from Bill Clinton and say that he feels our pain, which would be a lie. He doesn’t, but he can’t even pretend that he does.
And so this is going to continue to be a very negative economic situation. The one thing that I think Trump thought he had was the stock market, which is again not that relevant to many people but statistically appears to have some impact on consumer sentiment so naturally he’s enraged that stocks went down after yesterday’s pretty good jobs report.
So I do think that we’re looking at a situation where it’s hard to explain why people are quite as negative on the economy as they are, except that it they have a kind of cumulative feeling that the system is rigged and that the people in charge are not on their side, which at this point is very much true.
So this is very unlikely to turn around, certainly very unlikely since everything is political, very unlikely to turn around before the midterm elections.
I think that was a happy note. Anyway, take care and I’ll be back to my regular format of interviews and everything else in a few days. Bye.
A partial view of a SpaceX Starshield satellite in low Earth orbit. Image: SpaceX
SpaceX is preparing to launch a combination of 21 Starlink and two Starshield satellites on Saturday night from Vandenberg Space Force Base.
Starshield is an alternate version of the Starlink satellite architecture the government. SpaceX hasn’t announced which U.S. government agency ordered these two satellites or if they are for a foreign government.
Liftoff of the Falcon 9 rocket on the Starlink 17-43 mission from Space Launch Complex 4 East is scheduled for 9:24:30 p.m. PDT on Saturday, June 6 (12:24:30 a.m. EDT / 0424:30 UTC on Sunday, June 7).
Spaceflight Now will have live coverage beginning about 30 minutes prior to liftoff.
SpaceX will fly the mission using the Falcon 9 first stage booster with the tail number B1097. This will be its tenth flight after launching NROL-172, the Twilight rideshare, and seven batches of Starlink satellites.
A little more than eight minutes after liftoff, B1097 will target a landing on the drone ship, ‘Of Course I Still Love You.’ If successful, this will be the 201st landing on this vessel and the 620th booster landing to date.
While never publicly declared by the National Reconnaissance Office, the 13 launches supporting its “multi-phenomenology proliferated architecture” satellite constellation are believed to consist of Starshield satellites. In April 2024, Reuters reported that Northrop Grumman “is providing sensors for some of the SpaceX satellites.”
In 2025, SpaceX launched two missions, Starlink 13-1 and Starlink 13-4, which reportedly included two Starshield satellites each as well, similar to the upcoming Starlink 17-43 mission. Those satellites, logged by the U.S. Space Force as USA 485, 486, 549, and 550, have also not been publicly connected to a specific part of the U.S. government.
Welcome back to Aakash Singh Points Memo. It turns out there’s even more. Earlier I mentioned the growing evidence that Singh is the point man, the conduit for White House/DOJ orders to corrupt grand juries and bring political retaliation indictments. But there’s so much more.
Yesterday the Times reported that on May 13 the DOJ convened a teleconference with most or all U.S. attorneys or senior assistant U.S. attorneys around the country to demand more prosecutions of non-citizen voters. The problem, of course, is that countless official tabulations, even in red states under Republican officials, have shown that such voting is close to non-existent, as TPM has reported literally for decades.
There are currently 90 investigations into possible non-citizen voting around the country, according to the DOJ official who convened the call. But they’re not going anywhere. So the DOJ official ordered the prosecutors to “get creative” — maybe creative like purging grand juries who won’t bring phony indictments? Who knows? The Times didn’t say. And who’s the official? Yep, our new best friend Aakash Singh.
And there’s more!
The more you look, the more you find Singh’s fingerprints. A whistleblower told Reps. Jamie Raskin (D-MD) and Mary Gay Scanlon (D-PA) a month ago that the Middle District of Alabama brought its now notorious charges against the Southern Poverty Law Center, despite concerns about the weakness of the case, on orders of … yep, Associate Deputy Attorney General Aakash Singh.
One additional point that comes up in that Bloomberg Law piece I referenced this morning. Singh’s champion and the guy who seems to have gotten him the DOJ gig is none other than Trump advisor Mike Davis, a former Judiciary staffer for Sen. Chuck Grassley who is perhaps the most aggressive and prominent advocate in the country of what we might call judicial fascism. Needless to say, the DOJ doesn’t have an Aakash Singh problem. He just seems to be the guy tasked — because of his eagerness to abuse the power of the Justice Department in the service of the personal wishes and grievances of Donald Trump — as the point man for passing on the orders from the White House (albeit sometimes through more senior leaders at DOJ).
In recent posts I’ve been explaining how corrupt leadership of the Justice Department has been seeping down into U.S. Attorneys Offices across the country, sometimes through direct interventions, other times through the general message from the top that using U.S. Attorneys Offices to settle personal vendettas is fine. Our new information comes from a new filing out of the Broadview Six case — specifically, from attorneys for the final four defendants who are now seeking leave of the court to do discovery to get to the bottom of the corruption behind the case and seek sanctions or compensation for legal fees.
First, a little context.
The defense lawyers in the case had been pressing for information and arguing that the entire case amounted to vindictive prosecution. They had specifically asked for any instances of contact between the DOJ or the White House and the prosecutors on the case. The Broadview Six prosecutors said they searched for any communication between the office and D.C. and there wasn’t any. Under the terms the case was operating under at the time, that denial was basically enough to end the matter. But everything changed when the judge discovered the prosecutorial misconduct which led to the collapse of the case. That lost the Chicago U.S. Attorney’s office any presumption of good faith or “regularity,” and she even invited the defense to again press the matter of vindictive prosecution.
Their new motion has a lot of fairly extensive requests for discovery. But for our purposes, the big new detail is the role of an associate deputy attorney general, Aakash Singh. The motion makes a pretty good case, based on news reports and the Kilmar Abrego Garcia case that Singh is the point man for pressuring U.S. Attorneys offices to pursue political retribution prosecutions and generally operate as the enforcers of the will of Donald Trump, who he has consistently told U.S. Attorneys is their “chief client.”
I’m reposting this portion of the motion because there’s a lot here.
There’s a lot here. But remember that a central part of the Broadview grand jury corruption came when then-lead prosecutor Sheri Mecklenburg simply tossed grand jurors who refused to deliver the indictment the office wanted against the Broadview Six. U.S. Attorney Andrew Boutros seemed to be trying to do something like that when he met with the grand jury just before they brought an indictment on the third try, though he left himself a lot more deniability. As you can see in the second paragraph of the footnotes above, Singh has apparently advised federal prosecutors to do exactly that when grand juries have refused to bring retribution or baseless indictments. The footnotes reference this article by Ben Penn from BloombergLaw.
Here’s the specific passage in the article.
As multiple grand juries refused to indict Washingtonians on federal charges following mass street arrests, Singh instructed the office’s criminal team to ask the chief judge to dismiss jurors who presented hurdles and then “rinse and repeat” to a new panel.
I was not aware of Singh before he appeared in this new filing. He’s come up extensively in the Abrego Garcia case, as David has documented in Morning Memo. So I probably should have been. But the motion makes a very strong case that Singh is the conduit through which the White House and the DOJ deliver instructions and commands to individual U.S. Attorneys offices to bring retribution prosecutions and generally commit prosecutorial misconduct on behalf of Trump’s political agenda or grievances. We can thank the Abrego Garcia case for generating a lot of evidence of his direct contact and apparent control over the prosecutors on that case. (Check out the Bloomberg Law article. It’s very detailed and appears to be outside any paywall, though it has a subscription sign-up challenge that you can just click through.)
All of the above is a big deal. We’ve known the DOJ has been abusing its power and generally working as a retribution arm for Donald Trump. The Broadview Six case and the Abrego Garcia case, along with a few others, are giving us the first detailed examples of specific prosecutorial misconduct and what the Abrego Garcia judge decided was vindictive prosecution, an extremely high bar. This new motion from the former Broadview Six defendants is giving us a good sense of who may be passing on the orders from D.C. to the individual U.S. Attorneys offices. Also important, the judge who is going to make these decisions about what discovery those former defendants can conduct is one those prosecutors repeatedly deceived. It would be unfair to say Judge April Perry is acting from some personal motive or grievance over that. But she knows she’s dealing with grave levels of misconduct and she clearly wants to get to the bottom of it.
Graham Platner’s scandals just keep piling up. This week, news emerged that the likely Democratic nominee to face off against Susan Collins in the Maine Senate race had sexted with several women who were not his wife shortly before he launched his campaign. The New York Times followed up with a piece talking to several women who alleged that had volatile and “toxic” relationships with Platner. This is, of course, after reports emerged that he has a Nazi symbol tattoo. (Platner denied knowing about the tattoo’s significance when he got it as a Marine years ago, and got it covered up during the campaign).
TPM executive editor John Light, publisher Joe Ragazzo and reporter Kate Riga got together to talk it all through. Check it out below.
@johnalight.bsky.social @kateriga.bsky.social + @jragazzo.bsky.social get into the latest Platner scandals, how this is all playing out in Maine, and how bad things could get.wherethingsstand.talkingpointsmemo.com/p/tpm-live-h…
In a hearing today about the president’s bulldozing of the East Wing of the White House and plans to build a vast ballroom, a judge asked if the president could also bulldoze the Statue of Liberty and be subject to no legal challenge. The DOJ lawyer, Yaakov Roth, said that yes, President Trump could decide tomorrow to bulldoze the Statue of Liberty and no one could stop him.
It was a good question from DC Court of Appeals Judge Patricia Millett since it brings the arguments and their implications clearly into the open. Reframe the question and the absurdity of this proposition becomes even more clear. If you hire someone to administer your estate, can they burn down the buildings on your estate or chop it up into parcels and sell it off? Presumably not. You hired them to run it, not to destroy it or sell it. It’s not theirs. They were hired for a specific task. That person is your employee. The president is hired to administer the country and enforce it’s laws for four years. He doesn’t own the country or its properties.
These absurdities are just the degenerate spawn of the corrupt and ahistorical “unitary executive” theory of presidential power, a whole concept totally alien to the people who created the presidency and one whose main intellectual roots go back to a Nazi ideologue. It’s the guiding theory of the Roberts Court, except of course when the president is a Democrat. Corrupt theory in, degenerate spawn outcomes out. That’s just how it works.
In a hearing today about the president’s bulldozing of the East
Wing of the White House and plans to build a vast ballroom, a
judge asked if the president could also bulldoze the Statue of
Liberty and be subject to no legal challenge. The DOJ lawyer,
Yaakov Roth, said that yes, President Trump could decide tomorrow
to bulldoze the Statue of Liberty and no one could
stop him.
It was a good question from DC Court of Appeals Judge Patricia
Millett since it brings the arguments and their implications
clearly into the open. Reframe the question and the absurdity of
this proposition becomes even more clear. If you hire someone to
administer your estate, can they burn down the buildings on your
estate or chop it up into parcels and sell it off? Presumably not.
You hired them to run it, not to destroy it or sell it. It’s not
theirs. They were hired for a specific task. That person is your
employee. The president is hired to administer the country and
enforce its laws for four years. He doesn’t own the country or its
properties.
We record first-person cleaning footage to help train the next generation of household robots. That data is valuable enough for us to offer cleaning services free of charge for a limited time.
MILAN – Italian ground segment operator Leaf Space unveiled a new space connectivity service May 27. The technology, named TreeNet, aims to make space communications more seamless by treating individual […]
NASA instructed astronauts on the International Space Station to briefly shelter in a Dragon spacecraft June 5 as cosmonauts attempted to repair an air leak in a Russian module.
These are heady days for NASA and the space industry. The Artemis 2 crew flew around the moon, traveling farther into space than any humans previously had; NASA announced an […]
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We’re going to talk about Graham Platner today, but I am not here to offer an argument about whether Platner is a villain, or whether Democrats should have known all along that he was bad news, or whether they’re screwed now that more and more revelations about his personal life have come out (given that the Maine primary is on Tuesday and he will almost certainly be the nominee whether anyone likes it or not). None of those questions is simple or straightforward, and to be perfectly honest, despite my occupation as a purveyor of Hot Takes, I want to spend some more time thinking about them before offering definitive answers.
Nevertheless, whether Platner survives all this or not, his story ought to make us question how Democrats are approaching an old but persistent factor in the way they go about searching for standard-bearers. I speak of authenticity, particularly the way Democrats are on a quest to find those who supposedly embody a “working-class” version of it.
Graham Platner is a smart, articulate, and skilled candidate; of that there is no question. But there are lots of smart, articulate, and skilled candidates out there. I would argue that he took off like a rocket from almost the moment he entered the race because he combined those communication skills with a series of signals, both biographical and aesthetic, that convinced people he was just the kind of candidate to show that Democrats are in touch with regular folk.
There’s his job farming oysters (small business, works with his hands), the fact that he’s a combat veteran, and the way he presents physically: beefy guy with a bunch of tattoos, scruffy beard, and a deep raspy voice who dresses on the campaign trail in a manner we might describe as somewhere in the intersection of Rural Casual and Tactical Bro.
Many have argued that Platner isn’t really working-class, because he came from a pretty privileged background and his oyster farm seems mostly to supply the restaurant owned by his mother. All of which might be true, but the power of the aesthetic was overwhelming. The thousands of liberals from across the country who donated to his campaign loved what they saw in him.
Those liberals are drawn to his aesthetic first because they’re angry and frustrated that Republicans, the party maniacally devoted to the interests of the moneyed class, manages to get away with portraying itself as the party of regular people. It’s maddening. Someone like Platner offered Democrats a way to say, “Look, this is who we’re really fighting for!” Platner speaks the language of left-wing, class-conscious activists, but does it in a package that has come to be associated with conservatives. And importantly, those liberals believed (not without reason) that someone who presents in that way would be appealing to other people, namely independent voters, working-class whites, and even a few Republicans.
And the press built him up for those same reasons. As I’ve argued many times before, when reporters look for authenticity, what they’re actually after is the most convincing performance of the authentic, not realness itself but good acting. Which is why someone like George W. Bush could be cast as a regular fella while the two Democrats he ran against were portrayed as phonies, despite the fact that they were all politically ambitious scions of the elite. Bush was just a better actor.
Today, both parties are desperate to find as many white-working-class-coded candidates as they can, to show that they’re in touch with “real” Americans. For instance, here’s Dan Osborn, the independent Senate candidate from Nebraska whom Democrats hope will caucus with them if he wins:
Osborn is genuinely working class, for what it’s worth — didn’t go college, worked as a mechanic, became a union leader — and like Platner he’s also a canny politician (which is why he won’t run as a Democrat, which would be problematic in a statewide race in Nebraska). He has centered his campaign on class and identity — you won’t catch him in a suit either — and it might work.
But of course, it isn’t just about class; it’s also about race and gender. This brand of authenticity belongs almost entirely to white men. When journalists refer to “working class voters,” they aren’t talking about women and they aren’t talking about people of color. There have been a thousand think pieces asking “How can Democrats win back the working class?” and that always means white men without college degrees, especially those from rural places. Just try to imagine a Black candidate from New York or Los Angeles who campaigned in a t-shirt and a ratty baseball cap. How seriously do you think they’d get taken? Would reporters from Washington and New York say they were the future of the Democratic Party because they were brimming with working-class authenticity? Of course not.
Democrats disgusted by the anxious masculinity and homophobia of Republican rhetoric like the idea of having a few tough-guy candidates of their own, and Platner seemed to fit the bill. I’m sympathetic to the impulse; as much as I will keep trying to convince people to lean toward a version of masculinity that isn’t about violence and domination, it’s hard not to take some satisfaction in having at least a few prominent Democrats with big biceps and belligerent attitudes, if for no other reason than that it helps expose the fraudulence of preening man-babies like Donald Trump and Pete Hegseth.
But we should all approach candidates that excite us with our eyes open, not only to who they might be but to our own responses to them. We should ask not just “Is this guy exciting?” but also “Why am I excited by him? What am I responding to, and how important is it?” At least that way we might be prepared when things get complicated.
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“Glasgow, Saturday Night” by John Atkinson Grimshaw, via Wikipedia.
Welcome to the reading list, a weekly roundup of news and links related to buildings, infrastructure and industrial technology. This week we look at chatbots replacing realtors, Chinese synthetic diamonds, Australian batteries, Meta’s data center tents, and more. Roughly 2/3rds of the reading list is paywalled, so for full access become a paid subscriber.
Iran war
Iran breaks off negotiations with the US and vows to “completely block” the Strait of Hormuz. [CNBC]
Analysis of satellite data by the BBC suggests the damage Iran has inflicted on US military facilities is more extensive than has been previously reported. [BBC]
Housing
A NYT reporter successfully uses an AI chatbot instead of a realtor to sell their house. “A flurry of bookings to view our house over the coming weekend arrived in my inbox within hours. I struggled to manage the appointments until, again, I just let the chatbot do everything for me. I told agents that they had to email or text — no phone calls. Whatever they wrote, I copied and pasted into the chatbot; whatever it replied, I copied and pasted right back to the agents. I was worried that pushy ones would prey on my inexperience, so I had the chatbot come up with a list of potential conflicts and write confident responses I could have ready.” [NYT]
Opposition to property taxes is having a political moment, which as we’ve mentioned previously is a prettybad idea. Now Florida really seems like it might be on the verge of effectively eliminating homeowner property taxes. “Gov. Ron DeSantis’ property tax plan for the November ballot would raise the homestead exemption to $250,000 and require the Legislature to enact a plan to eliminate property taxes entirely for the vast majority of Floridians who own the homes they live in, he announced Wednesday DeSantis said he was calling the Legislature back to Tallahassee on Monday to add an amendment to the ballot that would eventually eliminate property taxes for 92% of those Floridians by raising the homestead exemption to $500,000.” [Governing]
The urban benefits of allowing tall buildings. “Land-use regulations, including height limits, affect housing affordability and urban productivity. This column analyses over 11,000 urban agglomerations and 300,000 tall buildings to explore the effect of height restrictions on welfare. Vertical growth enhances land efficiency, reduces commuting, and boosts worker welfare. While higher density can increase housing demand and rents, the associated gains more than offset the costs.” [VoxEU]
It’s apparently easier to get planning permission to build a skyscraper in London (a city which has notoriously made it almost impossible to build new housing) if you include a publicly accessible roof deck, and thus quite a few London skyscrapers have them. [Diamond Geezer]
A census map of where air conditioning is uncommon in the US. [X]
Manufacturing
As AI gets more capable, the risk that someone uses it to design an engineered virus or pathogen rises. To help mitigate this risk, IFP co-led an open letter calling for mandatory record-keeping of who has purchased synthetic nucleic acids and the equipment for making them. “As life sciences researchers, builders of AI and biotechnology, and experts with a wide range of views on how to approach AI policy, we call on legislators to make screening of orders for synthetic nucleic acids — and the equipment needed to make them — mandatory.” [ScreenDNA.org]
One surprising beneficiary of the AI boom: Chinese manufacturers of synthetic diamonds, which are used as part of cooling systems for semiconductors. “Traditionally associated with jewelry, these synthetic gems are now being adopted as chip‑cooling materials, enabling denser and more powerful AI semiconductors. Momentum has accelerated after several Chinese producers reported that clients validated their diamonds as effective heat spreaders and began commercial shipments.” [Bloomberg]
California passes a bill requiring 3D printers to include controls to block the production of “ghost guns.” [The Register]
Elon Musk’s “Terafab” semiconductor fab gets a big tax break from a Texas county. [KBTX]
"To really understand the nuts and bolts of economics, look to the black market. Alvin E. Roth is Craig and Susan McCaw Professor of Economics at Stanford University and the George Gund Professor of Economics and Business Administration Emeritus at Harvard University. He was awarded the Nobel Prize in Economics in 2012. He joins host Krys Boyd to discuss his work on organ donation which led him to study what he called “repugnant transactions” like sex and drugs and why he feels banning them completely doesn’t always have the effect we think it does. His book is “Moral Economics: From Prostitution to Organ Sales, What Controversial Transactions Reveal About How Markets Work.”
Transcript (also at the above link)
Here's a very contemporary Texas question:
"Krys Boyd [00:25:48] I’m really curious, Alvin, about whether making things illegal has much of an effect on things. I live in Texas, where recreational marijuana is against the law. I can tell you just anecdotally that it appears to not stop very many people. You pose this interesting question about why the laws work pretty well to keep people from committing murder for hire, but not so well at all from buying and selling illegal drugs. "
"Kidneys, surrogacy, prostitution, gambling, price gouging, assisted dying: some transactions make people recoil, even when all parties consent. Cato’s Ryan Bourne talks with Nobel Prize-winning economist Alvin Roth about his new book, Moral Economics, what makes markets “repugnant,” what economists can add to moral debates, and why banning exchange rarely makes scarcity, exploitation, or hard trade-offs disappear."
When we end up voluntarily ceding control of our own body parts to AI (for example so we can automatically walk around the grocery story while simultaneously catching up on boxsets on a VR headset) I wonder what that will feel like.
The underlying tech is currently in research phase.
And while robots are a mechanical challenge and a software challenge, some people are asking: what if you took that software part and pointed it at something else? Like, not a robot shaped like the human body but the human body itself.
For example: you can directly drive the muscles using Electrical Muscle Stimulation (EMS).
Here’s a new wearable called Human Operator which won MIT Hard Mode 2026.
Human Operator is a human augmentation tool that allows AI to briefly take control of your body to help you learn and do things you normally cannot do. To do this, it uses a Vision-Language Model for human motor control through Electrical Muscle Stimulation (EMS). Vision-based commands are generated via open-ended speech input through the Claude API to control finger and wrist stimulation for intuitive on-body interaction.
So you wear this augmentation over your arm. It looks like white fish scales.
Then you talk to it. And it zaps your muscles to play the piano: "AI stimulates fingers in sequence to play melody."
That’s the link to the GitHub page in case you want to build it yourself.
Cognitively, zapping your muscles to perform a task frees up your brain to do other stuff!
The authors point out that mostly EMS is used for tasks the subject is already focused on, e.g. "playing a musical instrument."
And also EMS is distracting, either because it "causes a tingling" or generally it will "decrease the user’s sense of agency".
But despite that, would it be possible to perform two sub-tasks, such as:
continuously stirring the pot to make caramel (a repetitive muscle movement) and writing an essay (a cognitively-demanding task).
The researchers called their EMS implementation SplitBody. It looks like a cigarette packet strapped to your upper arm.
Results:
We found that with SplitBody, participants reported less physical-demand (decrease of 31%) and less mental-demand (decrease of 26%) than when performing the task by themselves. Moreover, the performance increased by 35% (averaged over both tasks), including the task that was not automated by EMS, which increased by 18%.
i.e. if you’re on a work call and cooking at the same time, you should let yourself get electrocuted to do the cooking because, although it tingles, you’ll end up doing better at the work call and the cooking too.
Multi-tasking!
Electrical Muscle Stimulation is step one.
You could go direct to the brain?
Like, you can have robot cockroaches:
There’s a backpack that you can install on cockroaches that drives them around by zapping the neurons in their antennas with electrical pulses.
There’s also a technique called transcranial magnetic stimulation that you can use with humans: you zap your brain with a whopping great big magnet, and if you point it at your motor cortex then it can move your arms and legs.
That way your can check your email and Skype your mum, while the Walking-Down-The-Street Hat takes care of the tedious job of moving your legs, and collision-detecting your way around obstacles like buses and humans.
Whenever I meet someone who I reckon could genuinely build me a TMS helmet (I met such a person the other month at a lab in New York) I pitch the idea so it lives in their head.
And it turns out that, when you propose a special hat that automates your legs so you can walk to work while you’re also doomscrolling or whatever, they look at you like you’re loopy. Especially if you also act it out.
We have this image of ourselves as being singular, right? We do one thing st a time.
Yet I don’t consciously think about my legs when I stand up and walk, and I’m clearly multi-threaded in my thinking otherwise ideas wouldn’t develop in the background and pop up in the shower later, and I delegate my way-finding cognition to Google Maps and my memory to my notes.
It’s just an extension of that.
But I wonder whether it will feel alarmingly alienating, like voluntary disassociation as soon as you hit that button of the app that walks your legs to the office (it will inevitably use an app); or will it feel like being in the back of a cab where you can chat with your friends instead of thinking about driving?
And, as we get accustomed to running multiple embodied tasks in parallel, will we start feeling comfortable with renting our parts of ourselves on demand, just casual you know, and somehow it won’t undermine our sense of self?
It’s not so much that I think that a bodily-automation helmet is a good idea, it’s that it feels like an economic inevitability – once possible.
For example:
Would you spend the price of a car on a home robot that can do the washing up and fold the laundry and tidy the kids room? Instead you could spend 10% of the money on an AI sleeve that takes over your arms to be the robot, and you can delegate your zombie limbs to do the chores while also attending your work zoom or winding down by doing your puzzles.
If I’m sitting around just watching TV, why not wear an Apple Vision Pro so I can carry on watching my programmes on the inside, and meanwhile people on the other side of the world can dial into my body and go touristing around my neighbourhood, experiencing it from their headsets? I wouldn’t even have to know.
Will a factory really bother investing in precision robotics to assemble their parts, or even time in training people to do the same, when they can strap workers with dextrous fingers into pre-trained software to do the job immediately – and the workers accept less pay because they are doing double-duty by working second tier call centre support jobs at the very same time.
Ok horrific.
But what extra could you do too?
Like, I wouldn’t trust myself to free-climb up El Capitan.
But maybe Electrical Muscle Stimulation could drive me up there safely, and I’d just be along for the ride as I (or whatever split body “I” am at this point) ropelessly ascend 3,000ft of sheer rock face, AI controlled hands and feet, high up in the fresh air of Yosemite, body tingling as a thousand tiny electric pulses zap me hour after hour through my fish-scaled cyborg bodysuit.
My name is Josh Neuman, and I’m writing from Buenos Aires, Argentina where Peter Thiel’s move is all over the news here. He lives in [redacted], only a xx minute drive from my own apartment in Recoleta.
I want to pitch a piece…arguing that Thiel is right to be in Argentina, but wrong about why. The libertarian revolution he thinks he’s found simply doesn’t exist in the way it’s being advertised in the international press. Milei has accomplished some real things since December 2023, such as lower inflation and a fiscal surplus, in part underwritten by Washington. But the effect of many of his policies has been exaggerated by both supporters and opponents alike, with widespread pessimism across all parts of society.
Much of the Argentine status quo he sought to abolish remains intact, such as retenciones on agricultural exports, union control over the labor market, while many of his reforms have had little impact beyond Buenos Aires, particularly in the northern provinces still dominated by entrenched Peronista governors. Distrust of the peso remains high, while much of the economy is still black market, with the informal sector still being around 40-50% of employment. The lines outside the Spanish and Italian consulates of Argentines reclaiming European citizenship are as long as ever, while major business figures like Marcos Galperin still live in neighboring Uruguay. Peronism as I’m sure you know has mutated several times throughout its history to each contemporary crisis, and will prove far more durable in the long run as a social identity as much as a political machine.
Argentina’s retenciones are export taxes levied on agricultural commodities like soybeans, wheat, and corn at the point of sale, before producers receive any income, which goes towards the government, and is how Argentine governments (especially Peronista ones) have historically paid for the country’s welfare state. The system also functions as a price mechanism because by taxing exports, the government keeps more supply in the domestic market, suppressing local food prices. The retenciones are deeply unpopular among the crop producers and landowners, and Milei campaigned on eliminating them. He has largely kept them, because he needs the revenue to maintain the fiscal surplus that is the centerpiece of his program.
But I think there’s a deeper cultural dynamic that I’m not sure Thiel understands. Argentine youth aspire much more towards la dolce vita than towards Weber’s protestant work ethic. They essentially want their country to be like Spain or Italy, with a chill work-life balance, high leisure and consumption, underwritten by a generous welfare state, even if that model is becoming fiscally and demographically unsustainable in Europe. I think it’s a completely reasonable and in many ways admirable goal, but companies like Paypal, Palantir, and Facebook did not come out of Spain or Italy.
Among my Argentine peers, I hardly meet anyone who aspires to move to the United States. When I tell friends that the American economy has been growing at twice the rate of Europe in recent years, I am met with genuine disbelief. I think Thiel may have been captivated by a small teleological elite in Milei’s inner circle who do not necessarily represent the country they govern. The average Argentine who voted for Milei did not vote for Austrian economics or for a libertarian revolution. They voted out of exhaustion with Peronism, as many of Milei’s supporters were former Peronists themselves, much as many Trump supporters in the American Rust Belt were former Obama voters.
Argentina’s genuine case for Thiel rests on things that have nothing to do with Milei: a younger demographic than Europe, world-class human capital, abundant lithium and rare earths, and geographic isolation from great power conflict. He may be right for entirely the wrong reasons, on a longer timeline than he expects, through considerably more turbulence than the current narrative suggests. Argentina’s laid-back mentality is precisely what makes it exciting to foreigners. But as a project for civilizational renewal? Unless you’re talking about surviving a nuclear war, absolutely not.
I’m an Argentine-American master’s student in international relations at Universidad Torcuato Di Tella…
This week I want to try something a little different. Rather than taking apart a particular fantasy military system, I thought I might try to lay out a more general sense of how military systems tend to map on to societies, both because such general historical frameworks are handy for thinking about the past, but also because they make useful rules of thumb for imagining fantastical societies. So essentially here we are asking: how do societies end up with the sort of armies they have?
This is going to take a few posts to get through because there are actually quite a few key components to cover: the why and how of recruitment (both ‘why do these people feel obligated to serve’ and ‘how do you get them into the army’), how a society pay for that (or doesn’t), who leads it and how, and how once formed any army coheres in the field. Finally, we’ll wrap up with some historical ‘archetypes’ to show how these different facets link together with the underlying civilian society and also how that shapes what they look like on the battlefield (including weapons and tactics).
This series is also going to be a bit unusual because in some ways its purpose is to link up and summarize a bunch of other posts. We’ve had a lot of posts and series over the years which examined this or that historical or fictional military and discussed the ways in which their militaries reflected civilian society and I wanted to pull a lot of that together in one place. As a result in this series – more than most – the links are going to be ‘load bearing.’ Likewise a lot of the heavy bibliography here is going to live in the links, although I think for someone looking to get a handle on how pre-modern societies and pre-modern militaries come together, the two key readings I would suggest are P. Crone, Pre-Industrial Societies: Anatomy of the Pre-Modern World(1989) and then J. Landers, The Field and the Forge: Population, Production and Power in the Pre-Industrial West (2003). Also well worth reading as an overview is Azar Gat, War in Human Civilization(2006).
Now we’re going to restrict ourselves a bit here in that we are going to stick to pre-modern or more correctly pre-industrial armies. The rules change a lot for industrial and post-industrial armies, though by the same token we really don’t have nearly the same range of examples for industrial armies either: we really have a single dominant model for industrial armies that emerged in Europe from 1914 to 1945 and then a bunch of reactions to that model (along with what we might term an industrial ‘transitional’ period from ~1800 to 1914). It is thus hard to build a complete typology, because the industrial sample size is so small.
By contrast, the sample for pre-industrial agrarian armies is really big, so it becomes a bit easier to spot recurring patterns of organization and structure as different societies stumble on to the same solutions for generating force. So that’s what we’re going to do this week: look at some of the patterns, keeping in mind that these are general rules with many complications and exceptions. In the process, we’re going to pull together a lot of the individual discussions of specific systems – historical and fantastical – as examples.
Fans of fictional worlds will have often run into the most egregious examples of the failure to think in these terms. Professional or seemingly professional armies employed by societies that lack the administrative structure to manage them, armies that are too large or too small for their parent societies, ‘guards’ that seem to spring out of holes in the ground rather than organically fit into society anywhere and so on.
But first, as always, recruiting and maintaining large pre-modern armies is expensive! Much like many of those pre-modern armies, this project is supported by devolving the costs of my ruinous book-buying habit on to recruits readers. You can help by spreading the word to new readers and by supporting this project over at Patreon. If you want updates whenever a new post appears or want to hear my more bite-sized musings on history, security affairs and current events, you can follow me on Bluesky (@bretdevereaux.bsky.social). I am also active on Threads (bretdevereaux) and maintain a de minimis presence on Twitter (@bretdevereaux).
Armies and Societies
I have written this maxim a few different ways, but it is worth writing again: no army can help but recreate its civilian social structures on the battlefield.
When analyzing a historical army or creating a fictional one, everything must begin with that idea, that military systems grow out of and reflect their ‘civilian’ societies or – for societies that lack civilians as such – reflect the civilian side of the lives of their members. That means that armies tend to recreate civilian hierarchies, with similar – often identical – lines of status between the two.
So to understand what kind of military our society might come up with, we first need to ask some key questions about the civilian society.
First: is this society agrarian? Which is to say, are they farmers? In most cases, the answer will be yes because with only a handful of exceptions, if they’re not farmers you’re not going to have cities or states and most settings have those. That said, if your society consists of nomads – either hunter-gatherers or pastoral nomads – they aren’t going to have a state (which is a creature of the agrarian world) and so you want to think about non-state forms of military organization, which is going to channel them towards some specific solutions to our problems below.
Next: is this a state? Is military force in this society collected into a single political entity or is it fragmented among many different centers of power? One odd choice I see in a lot of fantasy settings is to have huge, sprawling cities with non-state systems of organization (power informally divided among a bunch of different groups that all wield force), but that’s not a pattern we see often historically. Instead, the more urban a society is, the more likely it is that military power is concentrated into a single political entity – the state. At the same time, non-state polities may lack a single political entity with a monopoly on the use of force, but that doesn’t mean they lack a military system, it just means that power is fragmented in that system.
Third: what kind of aristocracy does this society have? Every society has a socio-economic elite, but there are different kinds. Does aristocratic wealth mostly flow upwards from large landholdings or flow downwards from employment in a royal bureaucracy (the former is much more common)? Likewise, to what degree does this society have a bureaucracy as such and how much power does it wield? It can be easy to assume modern bureaucratic administrative structures, but these are rare in pre-modern societies: power is often wielded by local grandees than by employed representatives of the state and if the power is wielded by those grandees, the military system is likely to run through them to some extent as well as well.
Your aristocrats are going to assume that – since they lead society in peace – they lead society in war, but how they do so depends on their self-conception. Here, I distinguish sometimes between military aristocrats – aristocracies who understand their primary purpose is warfare generally (often leadership), as distinct from religious or bureaucracy aristocracies that might be of a non-military character – and warrior aristocrats, who understand their primary purpose in society as personally fighting in a specific way (usually but not always mounted).
Note that while warrior aristocrats’ legitimacy in claiming aristocratic status comes from their personal practice of violence, the source of their power is almost invariably wealth from large landholdings: they’re not aristocrats because they’re good at fighting. Instead, they’re aristocrats because they’re rich and then to justify the wealth and power they wield, they practice a certain form of direct, personal kind of warfare. A guy who is really good at fighting but is poor and without title is not a knight; a guy who has wealth and title but is terrible at fighting is a bad knight, but a knight nonetheless. Warrior-elites are thus elites-who-are-warriors, not necessarily warriors-who-are-elite-at-war, though since their social class places a lot of emphasis at being good at fighting, they’re often very good at fighting (in a specific way, again, usually but not always mounted).
Fourth: how do the regular farmers(who are 90+% of the population) connect to the aristocracy? Are they mostly free-holders who own their own land, but are economically dependent on the Big Man? Or does the local Big Man – that is, the aristocrat who is nearest them – own their land itself? Or does the king (or state, in some other form; it might be a temple!) own their land, in which case the aristocrat they engage with is an administrator rather than a land-owner?
For the aristocracy to exist (and for the state to exist, if it does), it has to be siphoning agricultural production from these smaller farmers, so consider how that happens as well. Aristocrats collect rents on the lands they own or control. The state may collect taxes, but in many pre-modern states, royal revenues are dominated by the lands the king owns rather than taxes. Naturally, if taxes are being collected, that implies some kind of bureaucracy collecting them, which non-state societies may not have and which may be underdeveloped in weak-state societies.
What we’re trying to get with all of these questions is thinking about how the peasantry and the aristocracy relate to each other and how that relationship is understood and justified. Those questions are important because civil society comes first – armies are built out of existing subsistence systems and social structures, not usually the other way around – and because the structure of a society limits the possible military systems it can house.
Recruitment Principles
Once we have a sense of our civilian society, the next thing we need to think about is how do we get recruits?
Landers (op. cit.) breaks down recruitment systems based on the principle they function on, distinguishing between general compulsion (conscription by force, levies), the entitlement principle (service as the flip-side of the coin for some set of rights or status), the vocational principle (standing armies or military aristocracies that served because that was their role in society) or devolution (devolve the problem downward onto vassals, communities or households). That’s a useful framework, but I want to shift it around somewhat for our purposes, because I want to separate clearly why the recruits fight from how you get them (and because I think ‘general compulsion’ is actually not the most useful category here).
So we can start with what I am going to call the recruitment principle (as distinct from the recruitment method), which is the why of your recruitment: why do these fellows feel like they must or ought to serve. A lot of historical fiction or fantasy settings fail to address this particular question or else answer it with a very crude ‘because they have to’ (that is, compulsion) but that’s not usually how this works. After all, this society is about to give these fellows weapons, so without some broader social structure that encourages or constrains them to remind at the standard, there is very little preventing them from deserting or revolting. Compulsion can get me into the ranks, but it struggles to keep them there.
The first place most modern folks’ mind goes, of course, is to pattern this task off of their own jobs and so to assume that these fellows are under arms because they are paid to be, which I am going to term the employment principle (separate from the vocational principle). We may sum it up with, “recruits show up purely as an economic transaction: service for money” – it’s a job. These may be foreign troops (in which case they’re mercenaries) or domestic troops, but the key thing here is that the bond which holds them to the army is monetary: they get paid.
The problem is this is not actually the most common recruitment principle. Indeed, while many armies may employ mercenaries as auxiliary troops or maintain some small standing employment-based component (like non-noble professional retainers, for instance), it is fairly rare for pre-modern armies to function purely ‘as a job.’ The exceptions are professional armies, but professional armies are the exception, not the rule: the later Han dynasty, the Roman Empire (but not the Republic) and early modern Europe feature professional armies, but otherwise these are uncommon. Crucially – and we’ll come back to this as we move along – professional armies require a strong state with a capable bureaucracyand extensive revenues, because the state is taking on the whole administrative and financial burden of maintaining the army. Early modern European states famously struggled horribly under those burdens, while the Roman Army of the imperial period consumed well over half of the state’s budget.
Note that warriors and soldiers recruited by other principles might also get paid (although often not as much), the difference is that there is some other social connection that is underlying their recruitment.
Instead, it is more common that the core of military forces in pre-modern societies arise out of three basic sets of principles (two of which I am borrowing from Landers): the entitlement principle, the vocational principle and what I am going to call the clientage principle. All three share an element in that what ties an individual to recruitment is who they are which in pre-modern societies that are generally extremely low social-mobility societies, is almost invariably a product of what family they were born into.
In entitlement principle recruiting, liability for military service is an expectation that corresponds to a set of social rights and privileges, most often citizenship. Note that we’re not talking about citizenship as a reward for service, but rather service as a requirement of citizens. Naturally, for an entitlement system like this to really function, there needs to be some socially valuable position, with connected rights and privileges, available for common folk (we’ll talk about aristocrats in a second). That tends to make entitlement principle service a creature of smaller citizenship-based communities: A Greek polisrecruiting hoplites, the Roman Republic recruiting its legions, or medieval town and commune governments establishing a service requirements amongst the townfolk (the burghers), whose citizenship in the town marks them apart from the regular peasantry.
Via the British Museum (1837,0609.74), an Attic kylix (c. 500BC) showing a hoplite donning his armor (in this case for a race, the hoplitodromia, a race in hoplite armor). Note that these young men have their own equipment they are using here, because purchasing it was an expected part of being a well-to-do citizen.
The great advantage of entitlement principle systems is that, because social status and military service are tightly interconnected, getting soldiers to muster and keeping them in the ranks is relatively easier. Think about a Roman citizen soldier in the Middle Republic: if he deserts, where does he even desert to – his hometown where everyone knows he’s supposed to be with the army and where he and his family’s entire social identity is tied up with his liability for military service? The system creates really strong social pressures that make this easier.
The limitation of such systems is that they require that entitlement in the first place and that entitlement almost always comes with the expectation of a political voice through some kind of voting or communal consensus decision-making. That may not sound like a tradeoff to you, but it certainly is to the elites of this society: to recruit on this basis they have to cede power to the commons to some degree in order to create the political entitlement worth fighting for. In practice, it should be noted, the systems don’t generally seem to form that way: they are not grants from the aristocracy to the commons (‘fight for me and I’ll let you vote!’) but rather concessions wrested from the aristocracy by the commons through collective action (‘let us vote or we won’t fight!’), which then acquire the heavy reinforcement of becoming the traditional rights and privileges of the citizenry.
Via Wikipedia, Banquet of Members of Amsterdam’s Crossbow Civic Guard (1533) by Cornelis Anthonisz, showing an Amsterdam crossbow guild. These guilds were, in effect, a voluntary civic militia which supported the town government and provided a defensive military presence. They too are an entitlement system: the Schuttersgilde (‘schooter’s guild’), composed of well-off burghers, were the same sorts of men who ran the town government and indeed guild membership was often a necessary stepping stone to political office. You could thus get these men to defend the town government because they were the town government, in a corporate sense. For more on these voluntary shooter’s guilds, see L. Crombie, Archery and Crossbow Guilds in Medieval Flanders, 1300-1500 (2016). As an aside, this is one case where the fantasy-style ‘large city with fragmented internal power structures’ that one sees frequently in high fantasy RPGs (thinking places like Baldur’s Gate or Defiance Bay), though notably in the low countries, these guilds were subject to a higher political authority, be it a town government or a noble.
The next option is what we can call (following Landers) the vocational principle, which also connects service to who you are, but rather than connecting it to your place in a political order, it connects service to a place in the broader social order: the vocational principle is one in which a certain class of people fight because they are the warrior class, typically because you were born into the warrior class.
The vocational principle can come in two forms. First, in many non-agrarian, (hunter-gatherer or pastoral nomads (like Steppe nomads)), or relatively less complex ‘horticultural‘ societies, it is often the case that the entire free adult male population is part of the ‘warrior class.’ These are, after all, generally very small clan- or tribal-based societies with a lot less social stratification so ‘everybody’ (that is, all free adult males) fights. For men, participating in communal warfare is a core component to belonging to the tribe, camp, clan or village.
Via Wikipedia, warriors of the Dani people from the central highlands of western Papua New Guinea. At least until large-scale warfare among the Dani was largely discontinued in the late 1960s, this was the sort of early agricultural society in which functionally all adult males were warriors. Towards the end, we’re going to come back to the kind of ‘first system warfare’ these societies tend to engage in, because it is a mistake to assume that the somewhat ritualistic set-piece battles are the whole of it.
The mistake one sees in a lot of speculative fiction (and also certain reactionary political movements) is assuming that this sort of ‘everyone is a warrior’ social structure can be transplanted to more complex societies with greater degrees of specialization. The reductio ad absurdum of this are some portrayals of Star Trek’s Klingons: an entire post-industrial multi-planet empire that can design starships (and so must be hyper-specialized) but where also somehow everyone is a warrior trained in close-combat weapons. Real societies do not train their starship designers (or their blacksmiths) to also be master swordsmen because that isn’t worth anyone‘s time.1 But they pretty clearly can’t: the moment a society begins specializing its labor (required to achieve high population densities), ‘fighting’ becomes to one degree or another a specialized role too.
The thing is, as we’ve discussed, while non-specialized ‘all warrior’ societies can sometimes overwhelm highly specialized agrarian societies by and large since the advent of farming the most resource-rich parts of the world have been dominated by complex, stratified and specialized agrarian societies, because of their higher population densities – pre-modern agrarian societies can get into the 30-70 people per square mile range, compared to something like 0.5 person per square mile for hunter-gatherers outside of very resource rich zones and something like around 2-5 per square mile for nomadic pastoralists. It usually doesn’t matter if everyone in your tribe is trained to be a warrior if those farmers over there can triple your numbers by mobilizing just 10% of their peasants. There are exceptions, of course, but they’re rare.
Insteadin more specialized societies we see the second form of the vocational principle: a warrior class in which a distinct specialized class in society are warriors (or military leaders), usually by birth (because, again, these are low social mobility societies). In essence, this is a case where in the more complex society, just as ‘farmer’ and ‘blacksmith’ and so on have become both specialized jobs and also basically hereditary classes (because who is picking ‘subsistence farmer’ if ‘pampered noble’ is an option?), ‘warrior’ becomes just one more specialist social class, defined largely by heredity.
Via WIkipedia, a detail of the Bayeux Tapestry depicting William of Normandy’s army departing for England prior to the Battle of Hastings (1066). Note that we have our vocational warrior aristocrats on horseback with their retainers following carrying their weapons and supplies. These two groups are not recruited the same way, nor do they fight for the same reasons – a single army may use (and indeed, for pre-modern armies, usually does!) multiple recruitment principles for different troops.
That can take a number of forms, the most common of which is the military aristocracy. The aristocracy – or some part of it (there may be a parallel civic or religious aristocracy) – has as its justification for its existence that it is the part of society that fights or at least that specializes in warfare. These fellows are aristocrats, to be clear, because they’re rich, not because the fight well – but to be a member of the aristocratic class in good standing with the disproportionate access to prestige and resources that implies also requires being a military specialist and so they develop those skills and are available for privileged military positions (like cavalry or command). We’ll get into, in a later part of this series, the differences between warrior aristocracies and what I’m going to call officer aristocracies (does the noble primarily fight or lead?).
That said, this category also includes some other ways of structuring a military vocation for a society. One we’ve discussed only a little bit are military slaves (like the Mamluks)- a low status class of vocational warriors, though these fellows have a habit of not remaining low-status or slaves for very long, because – of course – they have weapons.
Alternately, conquering empires might seek to create a vocational military class by putting soldiers on plots of land (complete with laborers) in the expectation that they and their children will remain liable for an elite kind of military service. These we call military settlers and they are usually a feature of a regime moving in – societies usually do not impose military settlers on themselves. The ‘Macedonians’ in Hellenistic kingdoms make for a good example of this, as do Arab garrison cities in the Rashidun Caliphate. For ‘everyone is a warrior’ societies that do end up overrunning larger, more complex agrarian societies, this is often what happens: the tribal ethnic group becomes a military aristocracy settled as overlords over the resource rich land of the conquered.
Finally, we have clientageprinciple recruitment, where the recruiting principle is that the men being pulled into the ranks are – in their civilian society – dependents of the fellows recruiting them. In this case military service is part of the obligations of the dependent towards their superior. That may seem strange in some cases – as a condition of giving the local Big Man a chunk of your food, you also sometimes have to fight for him? – but its important to remember that these societies do not see the exchange that way. Instead, they’d frame it that, as a condition of having the Big Man’s protection and being able to farm his land, you give him a chunk of the produce and are also expected to fight for him. It’s important to remember that these principles for recruitment are not laws about the physical universe, but fundamentally questions of psychology and culture: if the entire culture agrees that the land belongs to the lord or the king or the temple and you are paying (in a way) for the privilege of farming it, then that is the reality for all concerned.
Dependents here can come in a few varieties. The highest status such dependents might be retainers, men maintained in an aristocrats household as full time ‘muscle.’ While these fellows might be paid mercenaries, in a lot of societies they’re not getting paid in cash but rather in status and a living: they get to live as part of the Big Man’s household, they get their food and other necessities and they’re a more important person than the peasantry. Crucially, retainers of this sort are not ‘free agents’ to the highest bidder, but often tightly bound by formal ties (clientage, hospitality, familial bonds, homage and so on) to a specific aristocrat.
Below that, a Big Man might expect that as part of the unequal reciprocal exchange of clientage, his clients – the poor farmers around him – might owe him support which would include following his lead in warfare. At the same time, as we’ll see, we can flip this sort of thinking around and say that for the community, the Big Man forms a natural leader around which the community, if it is under threat, can rally (and the flipside of that, the Big Man is probably a vocational warrior, as above). Finally, the dependents here might be some form of non-free persons – not usually slaves, but rather tenants or serfs. Often the package of obligations these folks owed their overlord included corvée labor of some sort, so military service as such an obligation makes some sense.
We can see these sorts of systems at work with the Carolingian general and select levies or the Anglo-Saxon fyrd. In both the Carolingian and Anglo-Saxon system, there was a ‘general levy’ of all free men called up as a local defense militia, but households were also brigaded together and required collectively to furnish a man for the select levy to provide a standing or expeditionary force. It is striking how these systems required the active participation of local magnates in order to act as focal points for organization and leadership. As a result, these systems tend to be fundamentally local: while the king has the authority to call up a whole bunch of regional select-levies or fyrds to make up a field army, in practice these are local units, not a ‘national’ conscription system. Notably, Charlemagne’s effort to impose a royal bureaucracy on the Carolingian levy using royal officials (the missi, ‘those having been sent [by the king]’) emerges as a kind of last-gasp effort to keep this system running as it comes apart and never quite works as a centralized system.
That said, this sort of system could be centralized and extended to form a ‘national’ conscription system, with the example that springs to mind being the early Han dynasty (202BC-220AD) military system in China, which emerged out of the mass conscription systems of the Warring States period, where very large armies were raised for specific campaigns against peer competitor states. Notably, as the Han dynasty’s primary security challenges lay with holding frontiers (the Qin dynasty having already removed all of the peer competitors before being replaced by the Han), the Han system steadily transformed into a professional standing army composed of a mix of paid professionals and military settlers. That said – and we’ll come right back to this next week – mass conscription requires record-keeping, bureaucracy and state centralization that relatively few pre-modern polities have. Still it certainly is possible to have a society with at least the notion that the common peasant is simply obligated to perform some amount of military service.
Putting Society and Principle Together
So to recap, we can list our recruitment principles with a very rough sense of how common they are and where:
The Employment Principle (because they get paid): frequently used to supplement armies that have a core recruited another way but only rarely the main recruitment principle. Where it is used as such (professional armies), it requires a strong state with a lot of revenue and state capacity. Examples: Imperial Rome, the later Han Dynasty, some early modern European armies.
The Entitlement Principle (because it is the converse of some set of rights these fellows have): common for city-states or other sorts of republics, but requires having a legal/political status like citizenship which is valuable enough to fight for. Troops recruited on this principle can be expected to basically recruit and arm themselves in many cases, but they’re ‘paid’ in political rights as much as cash. Examples: The Roman Republic, Greek polis-armies, medieval town militias.
The Vocational Principle (because it is their social role/class):
All-Warrior Society (every free adult male is a warrior): common in largely non-specialized societies – hunter-gatherers, nomadic pastoralists, very early agriculture. Troops recruited on this basis arm, organize and largely recruit themselves, but these societies tend to be small, low population density and comparatively poor. Examples: Plains Native Americans, Steppe nomads, hunter-gatherer societies.
Warrior Class or Officer Class (specialized society with a dedicated fighting or military-leadership class): extremely common among complex agrarian societies, a military aristocracy of some sort is practically the default mode of leadership in such societies, but note that warrior-aristocrats and officer-aristocrats may have very different expectations of what that means. Often the fellows provide the leadership for otherwise employment-, entitlement- or clientage-based armies or alternately a core of specialist warriors around which such levies are grafted. Examples: Almost too numerous to provide – non-state Gallic aristocrats, medieval European knights and nobility, the Roman Senate (an ‘officer class’ example!), and so on.
Military Settlers (an imposed military aristocracy of fighters given land in exchange for future service): a fairly common solution for consolidating conquest (especially for societies which simply lack the bureaucratic infrastructure for direct governance), creating a new upper-stratum of military-aristocrats that are often ethnically distinct from the ruled. Examples: Macedonian military-settlers after Alexander’s conquests; the garrison-cities of the Rashidun Caliphate.
Military Slaves (a subordinate class of specialist warriors): a relatively uncommon and historically unstable system, but hardly an unknown one, heavily dependent on the availability of an ethnically distinct class of warriors available to be enslaved. Examples: Mamluks, Janissaries.
We might also put Prisoner Armies (recruitment as punishment for a crime) in this category. These tend to be somewhat more stable, but their military performance is not always stellar. Example: the armies of the Song Dynasty.2
The Clientage Principle (because it is an obligation they have towards social superiors)
Retainers and Clientage (little men have specific ties of loyalty to Big Men who can call them to arms): as far as I can tell, the primary way complex non-state societies raise military force. Because it relies on personal ties, it tends to stay fragmented. Examples: non-state Gaul and Spain, but also vassalage-based medieval polities.
Universal Military Service (little men owe military service to their lord, king or the state): common although rarely as universal or centralized as the name implies. Often takes the form of regional militias agglomerated into a larger army (examples: Carolingian select-levy, the Anglo-Saxon fyrd), but there are rare examples of truly mass conscription systems, particularly in China (examples: Warring States period, Qin Dynasty, early Han Dynasty).
What I hope emerges from this quick comparison is how sensitive these principles are to the structure of the underlying society: for most societies, the options whittle down to just a handful almost immediately. A fragmented state with a weak central bureaucracy will almost inevitably need to reply on military aristocrats, their retainers and clients because it hasn’t the revenues or the political structure for anything else, for instance. A society with specialized economic roles isn’t going to be able to set up as an ‘all warrior’ society and a society without specialized economic roles isn’t going to be able to use any other system. A society without a tradition of universal military service is going to have a hard time conscripting its peasantry and a society without a citizenship-like legal/political status is going to have a hard time recruiting on an entitlement basis. Likewise, if a society lacks a large warrior-aristocrat class, then it lacks a large warrior-aristocrat class and cannot recruit on that basis.
Next week, we’ll look at putting these principles into action, thinking about how armies are raised and paid for.
The popularity of online fitness programs has grown rapidly over the last few years. Today, users can choose between hundreds of workout apps, coaching platforms, and fitness programs online that promise weight loss, muscle gain, better health, or improved fitness levels.
But are fitness programs actually worth paying for?
The answer depends less on marketing promises and more on how well a program fits a person’s goals, lifestyle, and level of consistency. Some users benefit greatly from structured support and personalised plans, while others lose motivation quickly because the program feels unrealistic or difficult to follow.
Before subscribing to any fitness training programs, it is important to understand what really matters and what factors can influence long-term results.
Generic Plans vs Personalised Fitness Programs
One of the biggest differences between fitness programs is the level of personalisation.
Many free or low-cost online fitness programs use generic workout plans. This means every user receives nearly the same exercises, schedules, and recommendations regardless of fitness level, experience, goals, or physical limitations.
For some people, especially experienced gym users, generic plans may still work well. However, beginners often struggle with programs that feel either too difficult or not challenging enough.
Personalised fitness programs usually take a different approach. Most start with questions about fitness level, goals, schedule, available equipment, training experience, and physical limitations. The program then adjusts based on those answers and may continue adapting as progress changes over time.
Generic Workout Plans
Personalized Programs
Same plan for most users
Adjusted to individual goals
Limited flexibility
More adaptive over time
Often cheaper or free
Usually subscription-based
May not match fitness level
Better suited for beginners
Basic progress tracking
More detailed guidance and support
This is why many people find personalised fitness programs easier to follow consistently. A program that feels realistic and manageable is more likely to become part of a long-term routine.
Why Consistency Matters More Than the “Perfect” Plan
Many users spend too much time searching for the perfect app or training system. In reality, consistency usually matters more than finding the most advanced program.
Even well-designed fitness programs will not deliver results if they are difficult to maintain for more than a few weeks.
The most effective fitness programs online usually focus on:
Clear workout structure.
Realistic schedules.
Easy navigation.
Progress tracking.
Sustainable routines.
Workout apps that feel confusing or overly intense often lead to frustration and loss of motivation.
This is why usability matters more than many people expect. A simple program followed consistently will usually produce better results than a complicated plan that constantly gets abandoned.
Coaching Features and User Support
Not all online fitness programs provide the same level of support.
Some fitness apps include access to trainers, exercise demonstrations, habit tracking, or coaching features that help users stay accountable. Others rely almost entirely on automated notifications and pre-recorded content.
Before subscribing, it helps to evaluate what kind of support is actually included. For beginners, especially, clear instructions, structured guidance, and easy-to-follow workout plans can make fitness programs feel much more manageable and motivating.
Nutrition Support Is Often Overlooked
Many people focus only on workouts while ignoring nutrition. However, exercise alone is rarely enough to achieve long-term body composition or fitness goals.
Good fitness training programs often include at least some level of nutrition support. This may involve protein recommendations, calorie tracking, hydration reminders, or general healthy eating guidance.
The goal is not necessarily strict dieting. Instead, nutrition support helps users maintain better energy levels, recovery, and consistency over time.
Subscription Transparency Matters
One of the biggest concerns users have about workout apps involves subscriptions and billing practices.
Searches related to phrases such as “MadMuscles scam” are often connected less to workout quality and more to concerns about cancellations, auto-renewals, or unclear subscription terms. This is common across many digital subscription services, not only fitness apps.
Before paying for any fitness programs online, users should always check whether subscriptions renew automatically, how cancellation works, and whether refund policies are clearly explained.
Trustworthy fitness programs usually make this information easy to find inside the website or app settings.
Realistic Expectations Lead to Better Results
Many workout apps market fast transformations and dramatic short-term results. In reality, sustainable fitness progress usually takes time.
Visible changes depend on consistency, workout quality, recovery, nutrition, sleep, and overall lifestyle habits. Most users begin noticing meaningful progress after several weeks of regular effort rather than after only a few workouts.
This is why realistic expectations matter. Fitness programs work best when they support long-term habits instead of promising instant results.
Final Thoughts
Online fitness programs can absolutely be useful when they match a person’s needs, schedule, and goals. The best fitness programs are not always the most expensive or the most advanced. Often, the most effective option is simply the one that feels realistic, easy to follow, and sustainable long term.
Before subscribing, it is important to evaluate personalisation, usability, coaching features, nutrition support, pricing transparency, and overall user experience.
Workout apps and fitness training programs can provide structure, accountability, and motivation. But long-term success still depends on consistency, healthy routines, and realistic expectations rather than quick fixes or marketing promises.
You hit that withdrawal button at Golden casino, your heart pounds, and then… nothing. Days pass. Your “under review” status stays frozen. You’re not alone, and you’re not crazy—this is a systematic pattern. As an iGaming compliance analyst who has dissected hundreds of these cases, I’ve seen the same hidden traps and trigger-happy algorithms that keep your cash locked. Forget the generic “be patient” nonsense. This article gets straight to the real, coded reasons your Golden Crown Casino withdrawal is blocked and exactly how to force a payout.
The Verification Trap: Why Your Documents Are Never ‘Good Enough’
You email your scanned driver’s license, a current utility bill, and a screenshot of your credit card to Golden Crown Casino, expecting a quick payout. Then you wait. And wait. The rejection email reads, “Documents do not meet our KYC requirements.” It looks like arbitrary malice, right? It’s not. It’s a deliberate, multi-step casino KYC verification process designed to fail on first submission, pushing you to just give up. The trap is minor mismatches: your address on the ID says “Apt 3B,” but the utility bill says “Flat 3B.” That’s an automatic document rejection. A name misspelling by one letter? Another identity verification fail. They even check the date—your bill is two months old, but the policy demands it’s within 30 days, a classic Golden Crown Casino documents trick. Here’s the actionable checklist for perfect submission: use a PDF or high-res JPEG, match exactly what they hold in their system, keep your utility bill current, and double-check the printed name against your identity card. Anything less is a trap.
Why a ‘Selfie’ With Your ID Often Gets Blocked
Taking a selfie with your ID sounds simple, but your camera can betray you. A selfie verification fail happens because of technical thresholds: the lighting must be neutral with no shadows on your face—bright window light causes automatic casino face scan problems. No hats, no sunglasses, no weird angles. Take the photo against a white wall in natural daylight, holding the ID steady. A major ID photo rejection trigger? Using a phone screenshot of your ID instead of a fresh photo. That’s an instant fail. Snap a real picture of the physical card, not a digital copy.
Bonus Abuse Algorithms: Turning Wins Into ‘Illegitimate’ Play
You hit a nice jackpot. The slot reels lined up, the celebration music played, and your balance jumped. Then—nothing. Withdrawal denied. The reason? “Irregular play.” This isn’t a human decision. It’s a casino algorithm flag triggered retroactively by automated software that scanned your entire session. The system doesn’t care that you used a welcome bonus legitimately. It sees patterns and punishes them.
The casino’s AI is trained to sniff out bonus abuse detection like a bloodhound. It hunts for specific behaviors: max betting allowed with bonus funds, betting on low-risk outcomes such as red/black in roulette, or never cashing out after a win. One real scenario: a player landed a massive slot jackpot after playing two hours straight without leaving the game. The algorithm flagged him for “continuous play without breaks”—a supposed sign of bot activity. He lost his withdrawal because his play looked too linear, too machine-like.
These irregular play withdrawal flags are brutal. The software doesn’t understand human fun. It just sees a deviation from “normal” gambling curves. To avoid triggering withdrawal blocks, you must simulate a chaotic, human-like pattern. Vary your bet sizes. Take breaks. Cash out small wins occasionally. And above all, always check wagering requirements and the casino’s hidden clauses before you spin. The algorithm is watching.
The ‘Maximum Bet’ Rule: The Most Common Trap
Here’s the trap that catches more players than any other: the casino max bet rule. When you’re playing with bonus funds—whether from a deposit bonus, cashback, or even free spins—there’s almost always a hard cap on your bet size. That number is often just 5 EUR/USD. Break it once, and the system instantly voids the bonus. Example: You deposit €100 for a 100% bonus, giving you €200 to play. You place one single €8 bet. The machine flags it as a wagering violation. Your bonus disappears, and you can only withdraw your original €100—your winnings are gone. The rule is buried deep in hidden casino terms. Always use the in-game bet limit feature before spinning. That little slider saves your payout.
The ‘Pending Review’ Black Hole: How Long is Too Long?
Standard casino withdrawal times are predictable: e-wallets clear within 24 hours, credit cards take 3–5 days. But when a withdrawal gets stuck “under review” for five days or more, you are no longer in normal processing territory. That indefinite pending status is often a deliberate delay tactic—a psychological squeeze designed to frustrate you into contacting support or, worse, making a new deposit to keep playing. The “review” itself is usually a manual check by a risk team that conveniently does not work weekends, meaning a simple verification can stretch from Friday to Tuesday without a single action taken.
From experience: I have seen cases where a withdrawal was pending for 14 days simply because the player emailed support, who then “escalated” the case—effectively restarting the entire review timer. The moment you ask nicely, your ticket gets moved to a different queue, and the clock resets. The key is to never cancel a pending withdrawal, because every cancellation resets the clock to zero.
After day five, stop waiting. Use this escalation script: email compliance@directly (find the address on the casino’s licensing page) with a polite but firm request for a specific timeline. CC the licensing authority—often the Malta Gaming Authority or UKGC—on that same email. Do not ask for favors; demand a deadline. Casinos hate having regulators see a customer asking “how long for casino withdrawal?” because it exposes the delay. If you click “cancel” out of impatience, you lose your place in line and give the house exactly what it wants: your money back on their terms.
The Dangerous Trap: ‘Cancel and Play More’ Buttons
The UI is deliberately unbalanced: a huge, glowing green “Cancel Withdrawal and Play” button sits next to a tiny, grey “Keep Waiting” link. That green button is not a courtesy—it is behavioral manipulation. Every click restarts the review timer from scratch. Studies from inside the industry show that 40% of players who cancel a pending withdrawal end up losing their entire balance and making another deposit within the same session. You are not making a rational choice; you are playing against a team of behavioral psychologists who designed that button to exploit your impatience. Do not click that button. It is the fastest way to turn a pending payout into a deposited loss.
Payment Method ‘Limitations’: Why Your Credit Card Won’t Work
So you hit a decent win, hit that withdrawal button, and … nothing. Or worse, the casino flips your payout back to “pending” or cancels it outright. Nine times out of ten, the casino isn’t the villain here. It’s your own bank or e‑wallet provider pulling the plug. Banks in jurisdictions like the UK, Australia, and parts of the US automatically block transactions that carry a Merchant Category Code for “online gambling.” The moment your Visa or Mastercard sees that code on a withdrawal attempt—even if it’s your own money coming back—fraud detection goes haywire. Example: You try to withdraw $500 to your Visa card. The bank’s automated system flags the MCC, rejects the transfer, and the casino’s software logs it as a failed withdrawal. Next thing you know, your account is on hold and you’re filing support tickets. The fix? Ditch the card. Use cryptocurrencies or e‑wallets like Skrill or Neteller where possible; they don’t carry the same gambling‑related flags. If you absolutely must use a card, call your bank ahead of time and ask them to whitelist the casino’s merchant ID. It’s a pain, but it cuts the blockage rate dramatically.
This one trips up Bitcoin and Ethereum users constantly. The math is simple – a player deposits $100 via credit card (a reversible payment) and wins $10,000 in crypto (irreversible). The casino’s risk engine holds the crypto payout while it checks for potential chargebacks on the original deposit. That holding period can stretch hours or even days. The advice? Match your deposit method to your withdrawal method. If you deposit with a card, withdraw to the exact same card number – that alone cuts review time by roughly 70%. Pro tip: never mix reversible deposits with irreversible withdrawals if you want speed. It’s not malice, it’s mathematics.
The Account ‘Security’ Lock: When a Win Triggers an Investigation
So you hit it big. A $25,000 jackpot on a progressive slot. The screen explodes with confetti. You log in to withdraw, and instead of a payout button, you get a message: “Account Under Review.” That’s the silent system trigger. Most casinos have internal “Red Flag” policies—any withdrawal request over $5,000 gets yanked from the standard queue and shoved into a separate “Risk & Compliance” team. Their mandate? Find any reason, real or fabricated, to void the payout. A player won exactly that amount; the casino claimed he used a VPN (which he didn’t) and demanded three different forms of address proof—utility bill, bank statement, even a passport with a recent date stamp. This can drag on for weeks, even on fully verified accounts. Pro tip: when chasing big wins, record every gaming session with screen recording software. No exceptions. If your account gets locked, skip the heated live chat arguments—they go nowhere. Instead, go straight to the formal complaints procedure of the licensing body: Curacao eGaming, UKGC, MGA. That’s the only path that actually moves the needle.
The ‘VPN’ Excuse: How Casinos Invalidate Legitimate Players
Here’s the dirty trick: casinos love the “VPN detected” claim because it’s hard to disprove. But IP geolocation databases are often plain wrong—maybe your ISP routes you through a data center IP, flagging you as a restricted country. Before ever registering, check your own IP at whatismyip.com. If the casino falsely accuses you after a win, demand their “session log” or “netstat log” showing the VPN connection. Insist on technical proof. Most operators back down fast when you push for hard data. Better strategy: draft a formal letter citing your country’s consumer protection law, and CC the licensing authority right in the email. That one move usually kills the VPN accusation within 24 hours.
The Only Three Ways to Actually Get Your Money Out
Forget the forum myths. The “tricks” that promise easy access to your cash are usually just a fast track to a flagged account. There isn’t a secret button. There is no special code. There is only a system. And the system works for those who understand the three rigid gates every payout has to pass through. This is the real playbook, the one compliance officers use to either greenlight a withdrawal or lock it in pending review purgatory. Get this right, and you join the top 5% of players who pull their funds without a single pushback.
Step 1: The Night Before – Clean Up Your Mess
You do not request a withdrawal on impulse. The night before you hit that button is when the real work happens. Your account history is a minefield of rule violations you didn’t know you were making. First, pull up every document they might ask for. ID. Utility bill. Proof of deposit method. If your address on the utility bill is one letter off from your casino profile, fix it now. They will reject the payout just for that typo. Next, scan your play history for pattern violations. Did you place a maximum bet on a bonus without checking the terms? Did you skip a wagering requirement by 0.01%? These tiny errors are automatic denial triggers. Finally, set a withdrawal limit. Do not request the full balance in one shot. It flags the system. A smaller, standard request looks normal. It passes the sniff test.
Step 2: The Withdrawal Request – Play It Boring
Now you request. This step is about minimizing suspicion. Use the exact same method you used to deposit. If you put money in via a Visa debit card, do not request a withdrawal to a cryptocurrency wallet or a bank wire. That creates a “source of funds” mismatch that triggers immediate manual review. Keep the amount standard. Under $5,000 is the sweet spot. Requests above that often require an account manager’s signature, which adds 48 hours of lag at best, or a full audit at worst. Fill out the form cleanly. No notes in the comment box. No demands. Just the raw request. A professional request looks like someone who knows the rules. An amateur request looks like a problem waiting to be stopped.
Step 3: The Escalation – Make Noise the Right Way
The clock starts ticking. If the withdrawal status shows “pending” or “processing” for more than five days, you are not being ignored. You are being stalled. This is where the quiet player loses and the smart player wins. Send a direct email to their compliance department. Not live chat. Live chat agents have zero power to release funds. Your email needs three things: your withdrawal ID number, the exact date you requested it, and a clean, factual summary of your play. “I deposited $200 via Visa on X date, fulfilled the 40x wagering requirement on Slots, and requested a $4,000 withdrawal on Y date. Please process or provide a specific reason for the hold.” Do not argue. Do not threaten. Just facts. If you get no response within 72 hours, escalate formally. Go straight to the licensing body and file a complaint with your attached screenshots. That step wakes up the casino’s executive team. They hate regulatory complaints. It costs them money and time.
The Golden Rule: Screenshot everything. The moment you click “withdraw,” capture that screen. Every single chat log. Every email you send. Every response you get. Build a paper trail that a judge could read and understand in five minutes. Most players never do this. They rely on memory. Memory is useless in a dispute. Follow these three steps—perfect KYC, boring compliance, and formal escalation—and you move from being a “compliance problem” to a “processed payout.” It is that simple and that unforgiving.
Outdoor industrial equipment faces a completely different reality than machines used in controlled indoor environments. Sun exposure, rain, mud, dust, vibration, uneven terrain, and temperature swings slowly wear down components in ways product photos rarely reveal. Equipment that looks durable online can start failing surprisingly quickly once it spends months exposed to real outdoor conditions every day.
That difference matters because downtime becomes expensive fast in industries depending on constant operation. Waste management crews, outdoor maintenance teams, marine operators, construction workers, and industrial cleaning companies all rely on equipment that can survive repetitive environmental stress without becoming a constant repair project.
The strongest outdoor equipment usually is not the flashiest or most aggressively marketed. It is the equipment built around durability, maintenance access, and long-term reliability under repetitive strain.
Outdoor Conditions Expose Weak Construction Fast
One reason outdoor equipment fails so quickly is that environmental stress compounds constantly. Moisture creates corrosion. Dust settles into moving parts. Heat weakens seals and hoses. Vibration loosens fittings gradually. Small weaknesses that seem insignificant during short-term use become major operational problems after months of exposure.
This is especially true in industries involving sanitation, waste removal, and heavy-duty cleaning where machines face constant moisture, chemical exposure, and abrasive debris daily. Equipment designed as anindustrial pressure washer for waste management must handle far more than basic cleaning performance alone. Reliability under continuous outdoor operation matters just as much as raw power.
The best systems are usually designed with maintenance practicality in mind from the beginning because outdoor operators cannot afford constant breakdowns once equipment enters full-time service.
Simpler Equipment Usually Lasts Longer
One pattern experienced operators notice quickly is that overly complicated systems tend to create more long-term problems outdoors. Excessive electronics, difficult-to-access components, or unnecessary design complexity may look advanced initially while becoming frustrating once repairs or maintenance become necessary in rough conditions.
Outdoor environments reward simplicity because simpler systems generally tolerate dirt, vibration, moisture, and heavy usage more effectively. Equipment built around straightforward durability often survives longer than machines relying heavily on delicate components exposed constantly to environmental stress.
This does not mean modern technology lacks value. The issue is whether the system was designed realistically around actual field conditions rather than ideal showroom conditions.
The strongest outdoor equipment usually prioritizes reliability over visual complexity.
Corrosion Resistance Matters More Than Appearance
One of the biggest differences between short-term and long-term equipment satisfaction is how materials age outdoors. Paint quality, coating protection, stainless components, sealed wiring, and weather-resistant fittings all matter heavily once machines spend years exposed to moisture and changing weather.
Corrosion usually starts gradually enough that buyers ignore it initially. Then fittings begin seizing, electrical issues appear, structural weakening develops, and maintenance costs rise sharply.
People working around marine environments understand this especially well because water exposure accelerates deterioration quickly. Equipment used for navigation, fishing, or outdoor marine operation must survive constant moisture, UV exposure, and vibration without losing reliability.
That durability focus explains why outdoor operators evaluating systems such aslowrance trolling motors pay close attention to long-term operational reliability and weather resistance rather than appearance alone. Outdoor equipment either handles environmental stress consistently or becomes expensive frustration surprisingly fast.
Maintenance Access Quietly Determines Long-Term Value
Another thing buyers underestimate is how important maintenance accessibility becomes over time. Equipment requiring complicated disassembly for ordinary service usually creates operational frustration once daily workloads increase.
Strong industrial systems are often designed so operators can inspect, clean, replace, or repair high-wear components quickly without losing entire workdays. Outdoor equipment experiences more frequent wear simply because conditions remain harsher constantly.
Machines that are difficult to service may still perform well initially, but maintenance downtime gradually becomes a major operational problem later. This is one reason experienced crews often care more about practical serviceability than aggressive styling or extra features.
Reliability is not only about preventing failure. It is also about recovering quickly when normal wear eventually happens.
Real Outdoor Equipment Needs Operational Stability
People working outdoors usually value predictability more than maximum performance claims. Equipment that functions consistently every day under changing conditions becomes more valuable than systems producing impressive numbers only under ideal circumstances.
Operational stability creates calmer workflows because crews stop worrying constantly about breakdowns, overheating, electrical issues, or weak structural components. Reliable systems allow workers to focus on the job itself instead of managing equipment problems throughout the day.
This emotional side of reliability matters more than many companies realize. Constant equipment uncertainty increases stress and slows work even before actual failure happens.
The strongest industrial equipment quietly earns trust through consistency rather than dramatic marketing claims.
The Best Equipment Stops Drawing Attention to Itself
Ironically, the equipment people appreciate most long term often becomes the least noticeable during daily operation. Reliable systems fade into the background because they simply keep functioning without demanding constant attention.
Weak equipment creates the opposite experience. Operators constantly monitor noises, vibrations, leaks, loose components, or electrical inconsistencies because confidence in the machine never fully develops.
Outdoor industrial environments expose shortcuts quickly. Weather, dirt, moisture, heat, and repetitive use remove the illusion created by polished marketing. Equipment that survives long term usually does so because it was engineered around practical field realities rather than showroom presentation.
The best outdoor systems are rarely the ones that look toughest online. They are the ones still working reliably years after daily exposure begins.
For homeowners trying to live more sustainably, the rules of the game have been changing fast. Federal energy policy has shifted, EPA programs have been reshaped, and regulations governing everything from solar incentives to the chemicals you put on your lawn are in active flux. Some of these changes make sustainable choices more expensive; others tighten the rules around what’s allowed in your yard and how. The result is a moment where homeowners who pay attention can still come out ahead, but those who assume the landscape looks the same as it did a few years ago are getting caught off guard. Here’s a practical look at what’s changing from your roof down to your lawn, and what it means for the decisions you’re making this season.
Solar Took a Major Hit at the End of 2025
The biggest shift for sustainability-minded homeowners arrived with the One Big Beautiful Bill Act (OBBBA), signed in July 2025. The law abruptly ended the federal Residential Clean Energy Credit (Section 25D), which had provided a 30% tax credit for homeowner-purchased solar systems. There’s no step-down or phase-out, installations completed on or after January 1, 2026 are no longer eligible for the federal residential credit, full stop. The companion Energy Efficient Home Improvement Credit (Section 25C), which supported things like heat pumps, insulation, and electrical panel upgrades, expired on the same date.
This changes the math on residential solar significantly, but it doesn’t make it uneconomical, it just shifts where the value comes from. State incentives, utility rebates, net metering arrangements, and direct equipment savings now do more of the heavy lifting. For homeowners weighing a system, working with a knowledgeable supplier matters more than ever. Outfits likehttps://thesolarstore.com/ offer off-grid solar kits, panels, batteries, and inverters that let people build systems suited to their actual needs and budgets, which becomes especially important when you’re sizing a project around state-level incentives rather than a universal federal credit. Anyone considering solar in this new environment should price systems carefully, check what’s available locally, and run the numbers without assuming the old federal credit is part of the equation.
What’s Happening With Lawn and Garden Chemicals
The picture on the lawn side has been shifting just as actively, though more quietly. The EPA has moved on multiple fronts that affect what homeowners can use and how. In 2024, the agency issued an emergency order banning DCPA (Dacthal), a pesticide previously used on lawns and certain crops, a reminder that products considered routine can become restricted relatively quickly when new safety data emerges.
For homeowners feeding their lawns and gardens, the practical impact is twofold. First, the regulatory pressure on synthetic inputs continues to rise, and second, the market is responding with more options that work within the new landscape. Choosing the right product for your soil and your plants, and reading the label carefully, matters more than ever. A category likeplant fertilizer covers a wide range of options, from conventional to more sustainable formulations, and the right choice depends on your specific lawn, your local rules, and what your plants actually need. Many states and counties also have their own restrictions on fertilizer timing and phosphorus content to protect waterways, so checking local guidelines before applying anything is part of being a responsible homeowner.
EPA’s New Pesticide General Permit Takes Effect in Late 2026
A bigger structural change on the chemical side is coming with the EPA’s 2026 Pesticide General Permit (PGP), which takes effect October 31, 2026 and runs through October 2031. The permit governs point-source discharges of pesticides into U.S. waters, covering categories like mosquito control, weed and algae control, animal pest control, and forest canopy applications. While the permit primarily affects operators and applicators rather than individual homeowners, the downstream effects shape what products and services are available locally and how they’re regulated.
Bilingual labeling is another change rolling out in phases starting in late 2025, requiring Spanish translations on pesticide labels in a sequence that begins with Restricted Use Pesticides and expands to all products by 2030. EPA also launched its MyPest digital system in early 2025 to modernize pesticide registration. None of these changes radically alter a typical homeowner’s choices, but together they signal a regulatory environment that’s becoming more transparent and more carefully managed, which, for a homeowner trying to make informed choices, is broadly a good thing.
State and Local Rules Are Now Doing More of the Work
With federal residential incentives shrinking on the energy side and the EPA’s role being actively reshaped, state and local rules carry more weight than they used to. Some states still offer their own solar tax credits, sales tax exemptions, property tax exemptions, and net metering programs that meaningfully change the economics. Cities and counties often have their own fertilizer ordinances, watering restrictions, and rules on what can be applied and when.
The practical takeaway is that “what’s true at the federal level” is no longer the whole story for sustainability-minded homeowners. Check what your state and your utility actually offer before you commit to a solar project, and check your local ordinances before you spread fertilizer or apply pesticides. The patchwork is messier than it used to be, but for homeowners willing to do a little homework, the savings and the legal clarity are real.
What Homeowners Can Still Do to Save Money and Reduce Impact
Even without the federal credits, plenty of high-impact home sustainability moves remain on the table. Energy efficiency upgrades, better insulation, sealing air leaks, smarter thermostats, LED lighting throughout, pay for themselves through lower utility bills regardless of any tax credit. Switching to ENERGY STAR appliances when existing ones wear out is still one of the most cost-effective long-term decisions a homeowner can make.
On the lawn and garden side, sustainable practices often save money outright. Smarter irrigation, native plantings, soil testing before fertilizing so you only apply what your lawn actually needs, and composting all reduce inputs and ongoing costs. The cheapest fertilizer is the bag you didn’t need to buy because your soil already had what your plants required. These moves don’t depend on any federal incentive surviving; they depend on attention and a little planning.
How to Stay Informed Without Getting Overwhelmed
The regulatory environment will keep moving, and homeowners who want to make good choices need a way to keep up without drowning in policy news. A few reliable sources, your state energy office, your local extension service for lawn and garden rules, and the EPA’s own program pages for federal updates, go a long way.
Before any major sustainability purchase, take an hour to check what current incentives apply, what local rules govern the project, and whether any new restrictions affect the products you’re planning to use. The rules will keep shifting. The homeowners who do best are the ones who treat staying informed as a small, ongoing habit rather than a one-time check, and who match their choices to the landscape as it actually is now rather than as it was a year or two ago.
For a long time, work in America followed a relatively predictable structure. A person found a stable job, stayed there for years, moved upward slowly, and built financial security around consistency. That idea has not disappeared completely, but it no longer feels realistic to a growing number of people. Rising living costs, burnout, layoffs, and the pressure to stay financially flexible have changed the emotional relationship people have with employment.
The result is a culture where side income no longer feels optional. It has become part of how people think about security itself. Conversations that once focused entirely on promotions or salaries now drift toward digital storefronts, investing, freelancing, content creation, online marketplaces, and second streams of income that exist outside traditional employers. Even people with stable careers quietly spend evenings researching additional ways to earn money, not necessarily because they hate their jobs, but because depending on a single paycheck feels increasingly fragile. Studies and investing platforms tracking retail trader behavior have also noted rising interest in self-directed investing and speculative markets during periods of economic uncertainty.
Side Hustles Started Feeling More Serious
There was a time when side income carried a certain stigma. It suggested financial instability or temporary struggle. Now it feels normalized across almost every profession. Teachers sell digital resources online. Nurses run small ecommerce brands. Office workers flip furniture, trade stocks, edit videos, or manage subscription-based communities after work.
Part of the shift comes from visibility. Social media exposed people to the reality that income no longer needs to come from a single source. Someone scrolling online can see creators discussing print-on-demand stores, dividend investing, freelance design, AI-generated products, or niche consulting businesses all within the same hour. The idea of earning money independently stopped feeling distant.
Financial tools also became easier to access. Investing platforms, educational trading software, and stock analysis services lowered the barrier to entry for people curious about market participation. Someone searching for https://www.vectorvest.com/ is not necessarily trying to become a Wall Street trader overnight. In many cases, the interest comes from a broader desire to understand how money works outside a paycheck. Resources explaining penny stocks, brokers, and trading systems have gained visibility alongside the rise in retail investing.
People Want More Control Over Their Time
Money matters, but flexibility has become just as important. A growing number of workers are less interested in climbing traditional corporate ladders if the tradeoff involves constant stress, rigid schedules, or limited autonomy. Side income represents possibility more than luxury.
That possibility changes how people tolerate difficult jobs. Someone with freelance clients, investment income, or a small online business experiences workplace pressure differently than someone fully dependent on one employer. The psychological effect can be significant. Even modest secondary income creates a feeling of leverage that did not exist before.
This mindset has also changed what younger workers expect from employers. Salary alone no longer guarantees loyalty. Workers now pay attention to remote flexibility, scheduling freedom, burnout prevention, and benefits that support long-term stability. Human capital management firms such asSunrise HCM operate in a work environment where companies are under growing pressure to rethink how they attract and retain employees whose expectations around work have changed dramatically.
The relationship between employers and employees feels less permanent than it once did. That uncertainty pushes more people toward income streams they can control themselves.
Burnout Changed the Definition of Success
One of the most noticeable cultural shifts is how differently people now define career success. Prestige and titles still matter to some extent, yet they no longer dominate conversations the way they once did. Plenty of workers would rather earn slightly less money in exchange for flexibility, lower stress, or more ownership over their daily routines.
Burnout played a major role in that change. After years of blurred work-life boundaries, nonstop notifications, and economic instability, people started reevaluating how much emotional energy they wanted to give employers. Side income became attractive partly because it offered a path away from total dependence on corporate structures.
There is also a strong emotional appeal in building something personal. Selling handmade products, running a small online brand, managing a niche newsletter, or learning active investing creates a feeling of ownership that traditional employment sometimes lacks. The work may still be stressful, but the psychological experience feels different when people are investing effort into something that belongs to them.
That emotional shift explains why side projects continue even after they become profitable enough to stand alone. For many people, the appeal goes beyond money itself.
The Internet Changed What Feels Possible
Previous generations had fewer opportunities to monetize skills independently. Today, nearly every interest can become a small business under the right circumstances. Video editing, gaming, fitness coaching, financial education, digital templates, coding, photography, language tutoring, and product reselling all exist within online ecosystems capable of generating income.
This constant visibility changes expectations. Someone working a standard office job may spend lunch breaks watching creators discuss monthly earnings, passive income systems, or trading strategies. Even when people remain skeptical, the exposure plants the idea that alternative income streams are attainable rather than unrealistic.
Retail investing became one of the clearest examples of this cultural shift. Interest in speculative assets, active trading, and microcap stocks surged as more individuals explored self-directed investing platforms and educational tools. Analysts continue warning about the risks tied to volatility, low liquidity, and stock manipulation in penny stock markets. Yet despite those warnings, curiosity around investing remains deeply tied to the broader desire for financial independence.
The internet accelerated that curiosity by turning financial information into everyday content rather than something reserved for professionals.
Traditional Career Paths Feel Less Predictable
Another reason side income became so culturally dominant is that stability itself feels harder to trust. Layoffs happen unexpectedly. Entire industries shift rapidly. Technology changes job requirements faster than companies can adapt. Even well-paid workers increasingly describe feeling replaceable.
That uncertainty changes long-term planning. Instead of relying entirely on pensions, promotions, or company loyalty, workers diversify income sources the same way investors diversify portfolios. The logic feels similar: depending entirely on one source creates vulnerability.
This mindset affects personal identity as well. People now introduce themselves differently. Instead of defining themselves entirely through one job title, they describe combinations of roles and interests. Someone may simultaneously identify as a project manager, content creator, reseller, investor, and freelance designer. Careers feel more fragmented but also more personalized.
The broader cultural effect is difficult to ignore. Americans are not just searching for extra income anymore. They are rethinking what work is supposed to provide in the first place.
Building a fitness app used to mean hiring a generic mobile dev shop and hoping they understood the wellness space. That approach still exists, but it tends to produce generic results. If your product depends on smart, adaptive workout recommendations, you need something more specific: a team that understands both machine learning and how people actually train.
The market has grown fast enough that specialization now exists. The global fitness app market is projected to reach $33.6 billion by 2033 . That growth is driven in large part by AI-powered personalization, not general-purpose apps, but tools that learn, adapt, and deliver results. Looking for AI fitness app development companiesto bring your idea to life is a different challenge than finding any software vendor. Here’s how to approach it.
Each AI fitness app treats its technology as the functional core of what makes it useful. Without it, a workout app is basically a static library with a timer. With it, the app becomes something closer to a coach.
The Rise of Personalized Workout Solutions
Nowadays, nobody is ready to compromise on customization options. According to McKinsey , 71% of customers expect personalized interactions from the products they use, and 76% report dissatisfaction when they do not receive them. This trend can be translated into the world of fitness: users expect workouts adjusted to their timetable, physiology, goals, and progress. If you get into fitness mobile app development and want to create fitness software that stands out in the market, you definitely need to focus on AI-based personalization.
Key Features of AI Fitness Apps
The best performing AI fitness apps generally have some common characteristics, such as:
Adaptive training plans that progress with user performance
Computer vision for real-time form correction
Natural language interfaces for coaching interactions
Wearable integration for biometric tracking
Predictive recovery tools
All of these features require different machine learning competencies to be created, so you need a fitness app development partner that’s experienced in implementing such.
Why Choose Specialized AI Fitness App Development Companies
Not every development firm is equipped for this kind of work. The gap between a company that has built fitness apps and one that truly specializes in AI fitness app development is significant, and it will show up in your product.
Benefits of Partnering with Experts
AI fitness app development companies have expertise in areas that are hard for generalists to grasp. These include choosing machine learning models that will provide accurate workout load prediction, overcoming obstacles specific to creating a data pipeline when integrating wearable devices, and ensuring HIPAA/GDPR compliance for health data rather than software data. What’s more, they’ve tried and tested all the approaches that didn’t work for them, meaning no more costly experiments for you.
Common Challenges in AI Fitness App Development
The most frequent pitfalls are:
Low-quality data
Poor model accuracy
Inability to retain users.
Creating a personalization model implies having sizable, labeled training sets, something most startups lack initially. Form recognition based on live video feed through the camera is resource-intensive. Finally, the AI fitness app can’t be successful unless there’s an excellent user experience that encourages regular usage. An experienced health and fitness app development company will have solutions for these concerns ready.
Steps to Find the Right AI Fitness App Development Company
The process is more involved than a standard vendor search. Here’s a practical sequence that actually works.
Define Your Project Requirements
Be clear about the type of AI you have in mind. Do you mean adaptive programming? Voice coaching? Injury prediction? Each would require a different set of capabilities. Vagueness leads to vagueness. Start defining your requirements before contacting fitness app development experts. Document the features that you must have, your platform targets, expected number of users, and data sources.
Research and Shortlist Potential Companies
You should consult several channels. Clutch and G2 provide credible reviews, while GitHub gives credibility signals related to coding skill and experience. Direct searching can help you find those who have documented case studies on the development of sports mobile applications. Select AI fitness app development companies that describe their solutions in detail, and not just say that they use machine learning. A list of five to eight vendors should suffice.
Evaluate Company Portfolios and Case Studies
A portfolio tells you what a company has done. A case study tells you how they think. Ask for both, and read the case studies critically. Do they describe specific technical decisions, outcomes, and trade-offs? Or is it mostly marketing language? The best fitness mobile app development firms will be able to walk you through specific AI architecture choices they’ve made and why.
Assess Technical Expertise and AI Capabilities
It is important that you look for experience in designing your own machine learning model, and not simply in implementing someone else’s solution. This is an important difference that will show itself when your AI fitness app scales. On-device inference can prove quite helpful in some cases, such as form feedback.
Check Client Reviews and Testimonials
Don’t rely only on the testimonies offered by the firm on their website. Look for clients on LinkedIn, and reach out to them directly. An hour-long conversation with an ex-client will be worth much more than several dozen testimonials. Ask the ex-client questions about how their fitness app development partner dealt with technical issues and the timelines they set.
Request Proposals and Conduct Interviews
A good proposal for an AI fitness project should include a technical approach section, not just a timeline and price. Interview the actual engineers who will work on your project, not just the sales team. The gap between what’s sold and what’s delivered is often a personnel gap; for example, the senior engineers pitch, the junior ones build.
Essential Qualities to Look for in AI Fitness App Development Companies
Beyond technical capability, there are a few qualities that tend to separate reliable AI fitness app development companies from risky ones.
Experience in AI and Machine Learning
While each of these areas requires different competencies, a fitness app development company can be good at computer vision and lack experience with NLP and recommendation systems, and vice versa. In this regard, request information related to the particular application area in which you plan to employ the technology.
Understanding of Fitness Industry Trends
It goes without saying that fitness app development experts who regularly monitor trends in the industry create more advanced fitness software solutions. The AI in the fitness and wellness industry is expected to grow to $57.8 billion by 2035, and they need to understand why and how to be a part of this movement.
Commitment to Data Security and Privacy
Biometric and other types of health-related data are particularly sensitive. Therefore, it is vital that any AI fitness app development company adheres to strict security measures when developing solutions involving such data, including data encryption, anonymization of training data, and data deletion procedures.
Post-Launch Support and Maintenance
The AI fitness app developed by your partner will deteriorate if its predictions become obsolete due to changes in user habits. For this reason, ensure that any agreement with a partner implies terms related to monitoring and model training.
Questions to Ask Before Hiring an AI Fitness App Development Company
Some of the most revealing questions to ask would be:
What datasets do you rely on in your training processes?
How do you approach the cold-start problem?
Can you share some details about model monitoring?
What about the fitness AI app cost, with respect to both AI-based and non-AI-based features?
Conclusion: Choosing the Best AI Fitness App Development Partner for Personalized Workout Solutions
When choosing between various AI fitness app development companies , it may be useful to check whether they have real experience in addressing complex technical challenges. The right fitness app development partner won’t just build what you describe; they’ll push back when the approach is wrong and flag problems before they get expensive. Talk to references, press on the technical details, and choose a team that treats your product like a real engineering challenge.
Up and to read a little, and by and by the carver coming, I directed him how to make me a neat head for my viall that is making. About 10 o’clock my wife and I, not without some discontent, abroad by coach, and I set her at her father’s; but their condition is such that she will not let me see where they live, but goes by herself when I am out of sight. Thence to my brother’s, taking care for a passage for my wife the next week in a coach to my father’s, and thence to Paul’s Churchyard, where I found several books ready bound for me; among others, the new Concordance of the Bible, which pleases me much, and is a book I hope to make good use of. Thence, taking the little History of England with me, I went by water to Deptford, where Sir J. Minnes and Sir W. Batten attending the Pay; I dined with them, and there Dr. Britton, parson of the town, a fine man and good company, dined with us, and good discourse. After dinner I left them and walked to Redriffe, and thence to White Hall, and at my Lord’s lodgings found my wife, and thence carried her to see my Lady Jemimah, but she was not within. So to Mr. Turner’s, and there saw Mr. Edward Pepys’slady, who my wife concurs with me to be very pretty, as most women we ever saw. So home, and after a walk in the garden a little troubled to see my wife take no more pleasure with Ashwell, but neglect her and leave her at home. Home to supper and to bed.
An unusually strong Pacific jet persists, driving continued unsettled West Coast weather into June The May and early June weather pattern across the West Coast has been–and remains–a changeable one. Repeated late season trough and low pressure sequences, bringing both unusually late-season showers as well as periods of fire weather-elevating dry north winds–have been the […]
This is a story that has nothing to do with local politics, but I want to tell it.
So, last December, I received a DM via Instagram. It was from a comedian I’d never heard of, concerning another comedian I’d never heard of.
This is what it said …
And it turns out Jerry was being treated in Orange County, at City of Hope. So instead of just sending a video message, I asked if, perhaps, I could visit in person.
Which is what I ultimately did.
From jump, Jerry was special. You could see it and feel it. Even ravaged by cancer and largely bedridden, he had a light and a pep. He was funny, interesting, curious. He loved Weird Al and superheroes and the Dallas Cowboys and baseball cards and figurines. He was a brilliant stand-up comedian whose work included this, this and this. My first visit turned to a second, a second to a third, a third to a … I dunno, maybe seventh or eighth. One was at the hospital. Most were at the home of Jerry’s fiance’s parents (the most wonderful people). We texted frequently. Sometimes about cancer. Oftentimes about sports and Trump (who Jerry loathed) and comedy and random stuff …
Jerry asked if he could write something for this website, and three posts followed (here, here and here). I always looked forward to seeing Jerry and Andrea, his fiance. They were a magical couple. He hated that she had to dote on him. Even in the most trying of times, she loved doting on him. They had a banter you had to dig. Fun. Light. Quirky. Lotta reality TV and pop culture and boy band chatter.
•••
The wife and I were scheduled to go to Europe two weeks ago. Before we left, I stopped by to see Jerry. He was in bed—weak, emotional. He reached to shake my hand, told my how much my friendship had meant—“In case I don’t see you again …” We were both choked up. I insisted I would see him again, because I would purchase him a pink beret in Paris, and he needed to be alive to wear it.
I returned home to California on Tuesday. Jet lag hit me hard, and that first night I woke to check my phone. I had wanted to visit Jerry, so I’d texted Andrea to ask when would be a good time.
At 11:11 pm, her reply began with, “Jeff, I’m so sorry for the late text …”
Jerry had passed away.
I am gutted. Truly gutted.
Jerry Rocha wasn’t just a dude to me; some guy who read my books. He was a golden soul with heart, with passion, with kindness, with decency, with empathy, with a light. The outpouring of affection and heartbreak on social media tells the story of a person who was uber loved. Every so often, someone like that enters your universe, and you desperately want them to stick around and make you a better human.
You want them in your life.
Jerry Rocha was 48.
#RIP
•
PS: Jerry gifted me with a pair of New York Jets cards (at one point. I accidentally gave them back and felt like an idiot). They are now framed on my shelf, so that I will look at them and think of the man …
The wheels are wobbling on the Trump administration bus.
The administration has always been an alliance of groups and people that oppose the so-called liberal consensus: the idea that the U.S. government should regulate business, provide social welfare programs, promote infrastructure projects, protect civil rights, and support a rules-based international order.
Republicans had embraced that ideology since the 1980s, but for all their celebration of tax cuts and deregulation, leaders recognized that the modern American state depended on the free trade and defensive security systems of the international order, and that the American people liked infrastructure and social welfare programs.
Trump upended that system, promising to get rid of the federal government built around the liberal consensus, the government his voters thought they hated because they thought its protection of equality before the law gave Black Americans, Brown Americans, women, and gender or religious minorities a leg up on white Christian men. Or they thought funding for science wasted their money on the research that right-wing influencers mocked for wasting their money and intruding on their freedom. Or they thought the U.S. contribution to the North Atlantic Treaty Organization (NATO) and U.S. participation in alliances did not put “America First.”
In 2024, Trump cobbled together enough groups who thought that way to win the White House, and as soon as he took power, he set out to destroy the liberal consensus government with the help of loyalists he installed in key positions. In its place, he sought to establish an authoritarian government with himself and his family at its head.
Now the effects of his plans on the American people are filtering through to those who weren’t paying close attention. Trump’s initial tariffs of April 2025—his so-called “Liberation Day” tariffs—destroyed the foreign markets for U.S. agricultural products, while Trump’s war on Iran has sent the price of the diesel fuel farmers need skyrocketing and put the cost of fertilizer out of reach. Today Secretary of Agriculture Brooke Rollins testified before the House Agriculture Committee, where she made the national cost of a government of loyalists determined to destroy the federal government clear.
Minnesota’s Representative Angie Craig, the top Democrat on the Agriculture Committee, grilled Rollins, who did not appear to know much about the industry she oversees. As Ron Filipkowski of Meidas+ reported, when Craig asked Rollins how many farms we lost in the U.S. last year, Rollins said about 315 had gone into bankruptcy. While the number of bankruptcies is correct, it does not reflect the loss of smaller farms to consolidation. That number, as Craig pointed out, is 15,000.
Craig continued to hammer Rollins with statistics: farm diesel has gone up 95% in the last year, to $5.41 a gallon; farmers lost $28 billion last year; 70% of farmers say they cannot afford fertilizer because of Trump’s war on Iran. Representative Jim McGovern (D-MA) added that farmers in his district “have been totally screwed over by this administration. They are livid, they are mad, they are pissed off.”
He continued: They “can’t afford fertilizer; it’s at record highs because of your administration. They can’t afford diesel because of this president’s reckless, illegal war. They can’t afford farm equipment—it’s more expensive than ever because of the stupid tariffs.”
And now New World screwworm, a parasitic fly larva that had been eradicated in the U.S. since the 1960s, is back. In March 2025 the Trump administration cut funding for disease control and prevention, including that of New World screwworm. Today, news broke that the New World screwworm has been found in Texas for the first time since 1966. The screwworm burrows into the living flesh of animals—most maggots feast on dead flesh—and can kill them. Screwworms are a serious threat to livestock and can hurt food production.
“If we all work together and follow the animal treatment protocols and movement restriction guidance, there is no reason to believe that this incursion will result in an establishment of the pest in our country,” Rollins said last night.
Meanwhile, Jamie Smyth of the Financial Times reported yesterday that U.S. oil reserves are at their lowest level in twenty-two years. The administration has released them to try to control oil prices that are skyrocketing after Trump’s war on Iran prompted the closure of the Strait of Hormuz, through which about 20% of the world’s oil passed before the war. Oil industry analysts warned that oil prices will shoot higher if the crisis isn’t resolved.
Today President Donald J. Trump appeared to fall asleep again at a meeting in the Oval Office.
But Trump’s interest in profiting off the presidency remains clear. Jonathan Edwards of the Washington Post reported today that 14 of the 27 known donors to Trump’s $400 million ballroom project have won new or expanded federal contracts totaling over $50 billion since they made their donations.
As the results of the Republican destruction of the liberal consensus become clear, Democrats are speaking up to defend it and to chart a different course for the nation. Today, for example, Democrats called out the $187 billion in cuts Republicans have made to the Supplemental Nutrition Assistance Program (SNAP) in their budget reconciliation bill of last July, the one they call the “One Big Beautiful Bill.”
House Democrats criticized Agriculture Secretary Rollins’s repeated boasts that she has pushed more than 3.5 million people off SNAP, claiming that such cuts are a way to reduce “fraud” in the program. Representative Craig noted that Rollins appears to confuse the program’s error rate, which measures underpayments or overpayments, with fraud. Craig noted that SNAP has “the lowest fraud rate in any program in America.”
Although Congress itself makes the same distinction between error rates and fraud rates Craig did, and says that “SNAP fraud is rare,” Sydney Carruth of MS Now reported that Rollins told Craig: “You can’t be serious.”
More and more, Democrats are anchoring their opposition to MAGA Republican governance in their opposition to its extraordinary corruption that siphons taxpayer money into the pockets of a small group of wealthy elites and their loyalists. On Sunday, Georgia senator Jon Ossoff reminded an audience of Trump’s deal with his appointees at the Department of Justice to establish a slush fund of $1.776 billion to pay his supporters for their claims that the Biden administration “weaponized” the legal system against them by indicting them for crimes.
Ossoff called out Trump’s frantic pace of outlandish social media posts, then said, “[W]hen not posting, he’s been trying to rob us. Have you seen it? He sued the U.S. government he commands for $10 billion. Then he settled the suit with himself to create a $1.8 billion slush fund so he can cut checks to cronies and Jan[uary] 6 foot soldiers, the same men who sacked the Capitol to seize the presidency for Donald Trump, who beat police officers with flagpoles, built a gallows on the Capitol lawn, and hunted the vice president to lynch him. Donald Trump’s brownshirts. He pardoned them, and now he wants you to pay them.”
Ossoff continued: “He promised to bring down prices on day one. Instead, prices are soaring. Ground beef’s up 25% since Trump was sworn in. Coffee, 40%. The price of gas, 33%. Groceries, rent, health care, and the power bill hit their new all-time highs last month. And while you pay more for everything, Donald Trump wants your tax dollars for what many are calling the Jeffrey Epstein Memorial Ballroom.”
Representative Alexandria Ocasio-Cortez of New York called out how the corruption of the administration perverts the nature of government by stealing from everyday Americans for the vanity projects of a leader. She told Scott MacFarlane of MacFarlane News that “when people see a ballroom and they see at the same time their health insurance getting cut off, they know that they are paying for that ballroom with no healthcare, higher grocery prices, and increasingly impossible-to-afford housing.” “[P]eople are pissed off about it,” she said, “and they should be. It’s wrong. This is a complete theft of our money.” Rather than paying for Trump’s ballroom or his splashy renovations in the nation’s capital, taxes should pay for “[b]etter roads, healthcare, more affordable housing.”
And when the Texas Democratic nominee for the U.S. Senate, James Talarico, spoke to supporters in the home county of his opponent, Ken Paxton, he made it clear that the corruption of MAGA Republicans must not stand. He noted that “Paxton’s mugshot was taken just a few miles from here at the Collin County courthouse, where he was indicted for investment fraud. He convinced his own friends to invest hundreds of thousands of dollars into a tech company. But what he didn’t tell them was that he was making a commission off their investments. He was scamming his own friends. If Ken Paxton will sell out his own friends for a quick buck,” Talarico asked, “what makes you think he won’t sell you out in the United States Senate?”
In a telling echo of a different sort of rally almost a decade ago, the audience began to chant, “Lock him up! Lock him up!”
“Listen,” Talarico said. “Ken Paxton has escaped accountability, but accountability is coming on November 3rd.”
I don’t usually post comments at the top of the site, but I’m making an exception here for a couple of reasons. The recent paper I reviewed by Clément Vidal and colleagues covering technosignatures and strategies for detection is a significant work, the kind of consolidation of resources the field needs as the original radio and optical-oriented SETI expands into new realms. We now have options calibrated for intelligence via archival and observational detection of megastructures, planetary or stellar engineering, or other projects far beyond our own level of technology. Dean Zierman’s thoughts on the Vidal paper open a number of issues and highlight assumptions we’ll always need to examine. Dean is a telecommunications expert specializing in radio frequency communications, one who has been deployed to over 150 disasters and dangerous events including earthquakes, hurricanes, tsunamis and the 9/11 attacks on the United States. He has served as a subject matter expert on communications in hostile or austere environments for multiple agencies and organizations. Herewith his thoughts on the technosignature hunt and the recent review paper, which I hope will feed further energy into our conversation.
by Dean Zierman
Observations in relation to this paper. I’ll be quoting frequently from the document.
“Another limitation is the meaning of the lifetime L of a civilization. What does it mean for an interstellar civilization seeding life or colonies, or for galactic colonization models? Some colonies might go extinct, while others could transform so much that the link with parent civilization or others would be lost.”
This does not consider how long a specific technology lasts.
It also does not consider how different types of technology interact with each other or with civilization. To be fair, these ideas have not yet been covered in the literature.
“This galactic and stellar context shows that there is ample time for advanced civilizations to have explored the galaxy systematically.”
“It means that there could have been up to 4500 opportunities for visitation by one single spacefaring civilization over the lifetime of the Earth.”
The windowing issue remains unaddressed. Specifically, it is necessary to determine the duration during which an advanced civilization might explore or be detectable within the Earth’s solar system, as well as the period during which an Earth based civilization has existed in the solar system. It is also important to assess whether there is any temporal overlap between these two windows.
“Even before searching for traces of past extraterrestrial visitation, we can ask whether we are the first advanced civilization in the geological history of Earth. It turns out that traces of a civilization –even one going through an anthropocene phase– would be very challenging to detect because of erosion dynamics such as surface weathering or plate tectonics. These constraints are discussed through the Silurian hypothesis (Schmidt and Frank 2019), and the authors conclude that artefacts or fossilized examples of a population older than 4 million years (Ma) would be unlikely to be found.”
“Still, what could be searched for in this 4 Ma window? Here are a few examples. We could look for evidence of large scale agriculture that would have led to a disruption of the soil nitrogen cycle. Another line of research could look for evidence of mining, such as anomalous geological structures 7 that would be indicative of large mining operations.”
This suggests that on Earth, a civilization eventually produces enough pollution to be noticed. In the past 12,000 years, about 70 civilizations have collapsed.
These might be the same technological signs we could detect on planets outside our solar system.
“According to Schmidt and Frank (2019), all of the pollution of the anthropocene would fit within 1 cm of sediment layer, which makes sense given how short our industrial civilization has existed on geological timescales. This explains why even if there was a pre-human civilization which went through its own anthropocene, we might not have noticed it in our sediment analysis yet, while also leaving open the possibility that we could discover such a layer in the future.”
Over the last 12,000 years, only a few have reached a level where they may have produced detectable pollutants. Of those, only the most recent may have caused changes large enough to be detected in isotope ratios or radioactive isotope production.
“This makes sense if we look at the Barrow scale that proposes that civilizations progress by increasing their ability to manipulate, manufacture, and control smaller and smaller scales (see Barrow 1998, Vidal 2014, and the Barrow scale section 4.1.0).”
Another way to look at this is that as a civilization’s ability to manipulate and manufacture at smaller scales increases, it becomes less necessary to do the same thing at larger scales. This smaller scale also means that what is built at a larger scale is likely much more efficient and harder to detect at interstellar distances.
“Although there are reports of unidentified flying objects (UFO) dating back over millennia (Stothers 2007), the first modern sighting to popularize UFOs was reported by Kenneth Arnold in 1947:”
“How many reports are really unidentified or anomalous? Out of 12,000 reports analyzed in Project Blue Book, 6% of them remained unexplained. How are UAP reports categorized? 90%-95% end up as (1) explained phenomenon. The remaining 5-10% of reports could end up (2) unexplainable due to lack of credible data. Those that do have credible data imply either (3) an unknown physical mechanism, or (4) an unknown manifestation of extraterrestrial intelligence (see Fig. 4).”
This would seem to be a straightforward method for looking for UFOs, or the modern term UAPs. Unfortunately, due to the rise of our own technology, the noise level is rising exponentially faster than our ability to screen it out of any possible signal. This is similar to the phenomenon of using radio to look for SETI. Given that we are generating UAPs with our own technology, the technology we’re using is also generating more noise.
It has been observed, somewhat jokingly, that the resolution of our digital cameras has greatly increased, leading one to believe that the resulting pictures of UAPs would be much clearer and thus more definitive. What has happened is that we have increased our ability, with the increase in the number of possible detectors, to detect more UAPs, which are also at the edge of their detection resolution. In short, we have many more fuzzy, questionable photos.
“Villarroel et al. (2021, 2022a) conducted an analysis of 1950s archival photographic plates from the Palomar Observatory Sky Surveys (POSS-I, 1948-1958 and POSS-II, 1980s-1990s).”
This is another example of our technology generating noise that is becoming impossible to filter out. If it weren’t for all the “stuff” we have sent into space, this would be a straightforward and definitive technique. But we have already FUBARed this to a near hopeless extent. The latest ground-based telescopes coming online should be able to detect these objects if they existed. Oops, I guess that’s not happening.
An idea occurs to me. The massive array of Starlink satellites has started using their star trackers to look for other satellites above them and track them for collision avoidance. It might be possible for someone to obtain copies of this data and, using modern algorithms, identify satellites in much higher orbits that are ignored for tracking, and that could be ETI satellites’ orbits.
“To sum up, many present and future observational facilities such as the Vera Rubin Observatory or the Nancy Grace Roman Space Telescope as well as planned missions in the solar systems that together with machine learning techniques have the potential to enable a much more systematic and comprehensive search for anomalies and possibly artefacts in our own solar system (see also Haqq-Misra et al. 2022c).”
Almost definitionally the search for anomalies is the 1st step in the scientific process. So just searching for anomalies should be considered an adequate scientific reason to perform many of the studies discussed.
The issue with the Kardashev scale, and even more so with the Barrow scale, is that they do not focus on what a civilization is trying to achieve with its technology. For example, in Larry Niven’s novel The Ring World Engineers, a civilization spends vast resources and time building a single massive structure. But do they really need something that big? Another problem is that you can’t use the structure until it’s finished. Since it’s just one structure, everything depends on it, so if it fails, everything is lost. It’s like putting all your eggs in one basket. If the goal is just to have more space, wouldn’t it be smarter to build several Banks orbitals? Or maybe it would make more sense to create a lot of O’Neill cylinders inside asteroids. These cylinders could even be used as slow ships to travel to other star systems.
The whole question of Big Dumb Objects begs the question of why build a BDO? Almost anything you could think of as a reason to build them, you could do much better with other technology. BDO’s then become the ultimate SETI MacGuffin. Just because somebody can build something doesn’t mean that they would build it, especially when there are better ways to accomplish the same thing. All of this leads one to speculate that more advanced civilizations would not appear high on the K scale but would be much higher on the B scale, with smaller, very efficient, and dispersed objects with low radiation indexes that are hard to find. This just means we should be looking for smaller, darker objects rather than the big, bright, flashing ones.
4.2. Surface Technosignatures
4.3. Atmospheric Technosignatures
4.4. Orbital Technosignatures
These sections, in my opinion, show the paper’s biggest limitation. The information is technically correct but lacks a clear framework for how technology creates civilizations that then modify technologies, which in turn change civilizations. It misses an important time and scale element.
As I mentioned above, civilizations and their interdependent technologies have risen and fallen. The vulnerability of civilizations and technology to collective and cumulative risks creates a myopic view of the detectability of these technologies in both time and scale. For 10,000 years, you would’ve been looking for just fire on earth, for example. How would you be able to tell the difference between civilization and a natural phenomenon?
As technology advances, detection actually becomes harder. For example, we once had FM radio stations that broadcast in all directions with over a megawatt of power in the hundred megahertz range. This created a window of about 60 to 80 years when this technology could be detected. Now, we use higher frequency cellular systems that offer two way communication for many more people at much higher data rates. Instead of a few powerful narrowband transmitters that could be picked up with large antennas (perhaps on the backside of the moon), we now have many low power wideband transmitters. These blend into the background noise, making them much harder to detect.
Many technologies can be detected during their rise and fall, sometimes even within the short lifespan of a single civilization. One example not covered in the paper is the development of laser communications between satellites and ground stations. Although this technology is just emerging, it is unclear how long we will remain detectable. Among the technologies discussed, this type of laser communications may offer the best chance to find evidence of technological activity. It could be the easiest to detect and might be picked up by current or future detectors. It may also have the longest detectability period and the largest scale compared to the other technologies mentioned.
Many of these might have such short detection windows that they approach the probability asymptote.
4.4. Orbital Technosignatures
4.5. Exoplanetary System Technosignatures
4.6. Multiplanetary Systems and Terraforming
5. Stellar Technosignatures
This brings up concepts the same as BDO’s becoming more SETI MacGuffins.
SETI MacGuffins with low detection windows that approach the probability asymptote.
6. Interstellar Technosignatures
I found this section to be the most interesting and comprehensive. That’s not surprising, as this is the field I’m most familiar with, other than resisting the fall of civilization: communications.
Although the authors were very comprehensive, I did notice two aspects of communication they did not discuss. The mentioned modulation schemes, but they did not mention encoding or spread-spectrum schemes. These are actually related. For example, you could use a frequency-hopping system to spread your data over a wider bandwidth, which can give you some advantages in certain propagation conditions. You could also use direct-sequence spread spectrum, which has its own advantages, and you can combine the two.
The authors also mentioned at the beginning that it was assumed that all communications would be essentially noiseless. In reality, that doesn’t exist. All modern communication systems either have inherent resistance to this noise or incorporate some form of error correction into the modulated data. This could be bidirectional error correction, which is what is used mostly on the Internet, for example, but would be impractical at interstellar distances, or more likely, some form of forward error correction.
I am a little disappointed but not surprised that they did not raise the issue of toxic information, as that concept is the antithesis of most scientists’ ideologies.
7. Travel Technosignatures
Although interstellar travel is often downplayed, aside from the time window problem, it might be the most likely technical signature to be detected. Sadly, it is usually dismissed as impossible by those who want to show their supposed intelligence over others’ ignorance. This mostly shows them cherry-picking facts and lacking imagination. The time window problem is discussed further up, as in when they have visited while we could also observe them. In this particular case, it’s when they are traveling that we can observe them.
“In comparison to chemical rockets, a nuclear fission source of energy is ∼ 105 more efficient, a nuclear fusion ∼ 106 and the absolute theoretical maximum, matter-antimatter annihilation is ∼ 108 times more efficient (Mallove and Matloff 1989). This means that crossing the threshold from chemical rockets to nuclear fission propulsion leads to a gain of 5 orders of magnitude in efficiency, while going from fusion to matter-antimatter means ’only’ gaining 3 orders of magnitude.”
I hadn’t come across this fact before, and it’s pretty interesting. It suggests that interstellar travel might not require matter-antimatter after all. Maybe it could be done with technology we already have or are close to developing.
I wish the authors had extended the year scale further. That way, it would be easier to see where the Starshot project fits on the growth line.
“As Heller (2017) noted, reaching 0.1c would not happen before 150 years from now, assuming this exponential growth continues unabated. In that sense, the project might have been a few centuries ahead of its time!”
I have some doubts about Heller’s projection. It assumes that a project like Starshot would face the same energy limits as missions that are restricted by the rocket equation.
“In the case of directed energy, Lubin (2016) proposed a general search for directed energy beaming activities, and Guillochon and Loeb (2015) proposed to look for leakage from a light sail spacecraft traveling between planets of a given stellar system. This search can be done in synergy with optical laser SETI searches. However, note that if the beam matches perfectly with the size of the sail, then there is no leakage to detect, so we would be looking for leakage from a system designed to minimize it, which may be hard.”
This idea assumes that leakage only happens in the forward direction. However, a system like this would actually have a lot of leakage in the backscatter, since the light needs to go that way for the system to function. It could also be harder to detect if the launch trajectory is directly opposite the launching star system.
7.8. Spacetime manipulation for propulsion Spacetime – Bubble Propulsion System -Traversable Wormholes
These ideas might turn out to be possible one day, but right now they are beyond what physics can explain. Since they do not fit into our current knowledge, guessing whether we could ever detect them is just speculation. For now, they are as unlikely as Harry Potter’s magic wand. Still, it is fun to imagine and share stories about them. After all, dreaming about the impossible has sometimes helped us turn fantasy into reality.
8. Galactic and Beyond
“Given the tremendous distances involved, the magnitude of energy usage that could feasibly be observed by astronomers here on Earth would have to be immense, implying that such technosignatures would have to be produced by Type III civilizations or beyond.”
This puts the whole concept firmly in the realm of SETI MacGuffins with low detection windows that approach the probability asymptote. If a civilization like that existed, we wouldn’t need to search for them because we would already be part of it.
8.4. The Simulation Hypothesis
In the end, all of this is really about the idea of living in a dream. This is more of a philosophical view, since if reality were a simulation, we could only notice it if the simulation let us.
9. Discussion
9.1. Biosignatures and technosignatures
“Technological fossils—traces of a previous civilization on Earth (see Section 2)—or technological trash, such as inactive, broken probes in our solar system, broken Dyson spheres (Loeb 2023), and as Holmes (1991) noted more generally, rubbish, debris, defunct equipment, and defunct spacecraft are also potential technosignatures. For attempts to quantify this longevity factor of technosignatures, see Lingam and Loeb (2019) and Ćirković et al. (2019).”
This might be our best chance to find signs of previous advanced civilizations on earth. It is also among the best chances to find ETI. The chances of finding anything on earth due to geology and environmental factors become vanishingly small as you approach deep time.
“This is a blind spot in traditional natural sciences that seeks to study causal effects in a detached and objective way, and thus neglects or avoids the complexities of modelling agents (see Frank et al. 2024).”
“Thomas Kuhn (1996), who wrote in his foundational The Structure of Scientific Revolutions: “If all members of a community responded to each anomaly as a source of crisis or embraced each new theory advanced by a colleague, science would cease. If, on the other hand, no one reacted to anomalies or to brand-new theories in high-risk ways, there would be few or no revolutions.”
This issue affects all areas of science. Science operating as a business rather than a method often discourages ideas that challenge current thinking. As a result, the business side of science is a major reason our understanding of the world has not progressed much in the last 50 years and is becoming stagnant.
This section offers useful information on different ways to detect anomalies. In the end, finding ETI anomalies among all the noise will probably be the most important part of SETI.
“Arguably the ‘purest’ approach to signal analysis involves the use of Turing machines (Turing 1937) that represent the most general and universal of all computational devices.”
Science fiction
“The role of imagination is key to the scientific process. The core difference between science and science fiction is that science fiction aims to create emotional and engaging stories for human entertainment, while science tries to gain new insights, knowledge, and understanding, highly constrained by its methods and criteria. A systematic study of major science fiction novels to derive technosignature strategies would be worthwhile, although outside the scope of this paper. There is a rich interplay and synergy between science and science fiction (see Nováková et al. 2023): many new ideas start in science fiction and inspire scientists, while new scientific theories and discoveries inspire hard science fiction authors. However, science fiction is a double-edged sword for academic SETI. On the negative side, it contributes to the “giggle factor,” creating implicit associations between entertainment and serious science. On the positive side, science fiction addresses the question of extraterrestrial life and intelligence, which is so popular and fascinating that it is a huge opportunity for science education and outreach to draw people of all ages towards science.”
Scientists need to get over themselves and leave their ivory towers. The ivory towers are not reality, and they must stop hiding behind the business of science. This is where Carl Sagan excelled and did more than anyone before or since to draw people of all ages toward science. They need to build real world baloney detectors as Carl Sagan advised, not ones based on the business of science or their view from ivory towers. With a real world baloney detector, they would be equipped to understand and distinguish between something to giggle at and something to investigate.
I can’t see why Apple would want to get involved with a company
like this though. Gurman’s report makes it sound like his sources
are inside Apple, but man, this “Apple + Perplexity” thing feels
more like something Perplexity would be seeding than one that
Apple executives would be leaking.
Perplexity is still occasionally in the news (often not in good ways), but it seems to me they’ve slipped into the “afterthought” tier of AI startups — which is exactly why they started leaning into clownish stunts last year. Everyone who previously suggested Apple should — or even might — buy them has gone silent.
Ed Morrissey, writing for Hot Air, thinks Scott Pelley got what he deserved and Bari Weiss is doing a good job running CBS News:
And Pelley forgot the Golden Rule: He who has the gold makes the
rules. Instead, Pelley convinced himself of his own virtue and
torched his own position — and if Bilton’s letter is accurate, in
as mean-spirited and conceited a manner as possible. Pelley could
have chosen a dignified resignation under protest, but instead
pulled a power move in an attempt to intimidate Bilton, Weiss, and
Ellison, only to discover that no one feared his absence. In fact,
they’re probably happy to cut him loose.
There’s always at least one person in these situations who
thinks they’re untouchable. A wise executive knows to start by
making an example of that person, and then see how many other
people think they’re indispensable. It’s not as if TV news jobs
are expanding these days, after all. Pelley’s going to find out
the hard way that no one’s paying $5 million a year to emote into
a camera from other people’s copy.
It doesn’t even enter this man’s little mind that Pelley wasn’t concerned about his job, wasn’t concerned about his salary, but was concerned only with the integrity of the institution to which he’d committed decades of his career, and that he saw as his duty the need to stand up for his remaining and former colleagues. That Pelley himself has integrity. To the Trump lickspittles, everything is performative. They don’t just lack integrity, they don’t believe integrity is real.
The Scott Pelley story to me is a lesson in how if you work hard
enough in your career to get Fuck You Money, the real reward is
the day you need to say it, you can.
There Are Ways Democrats Could Focus and Amplify Their Message
The Democrats need a designated spokesperson. President Trump can get his message of the moment covered in news and media because he is president. One person, speaking as head of the government and head of his party. One person for media to cover. One person all media know that if they cover what he’s saying they’ll get lots of hits from people checking it out. Both those who will like what he says and those who won’t.
On the other hand if, say, the candidate for governor of California, whichever one is running second in the polls, says something about what Democrats should do if they regained the House or the Senate, or both, or the presidency too in 2028, a relatively few people will check it out. Likewise if it is the governor of some middle-sized state, or the second in line on the Congressional Ways & Means Committee (ranking member of the minority party), or even the head of the Democratic organizing committee. Some people would pay attention but most would not know who these people are, or would assume they have no authority other than in their own domain, or that what they say is just their opinion and can’t be taken with confidence that that’s what Democrats would do.
It’s difficult for either party to have a focused message when they don’t have a president in their party to make statements. The only other time that works is when the presidential election is coming up and some leading contender has become the default spokesperson for the party.
So how to overcome that? Designate a spokesperson. One person designated by the party to make as much of a news splash as possible, as often as possible. Every other day if possible. Go to the border and talk about how the wall is a waste of money. Go to Minneapolis and talk about how any deportations that should happen, should happen in a just and humane way. Go to Alabama and talk about how Democrats would not have just redistricted black voters out of being able to elect their own choice. Go to some place in the middle of the country where there have been large layoffs due to AI and declare what Democrats would do to make AI help workers rather than replace them.
A caveat here. Of course, Democrats, if in power, would have to be effective at delivering on those issues, whereas generally they have not been taken as effective in those ways. Although until Trump reversed a lot of things there is a lot to be said for what Biden did on many of these issues. In any case Democrats have to first make their case, then have that lead to regaining power, then follow through. Step one could be greatly helped by a designated spokesperson.
They would have to be someone who is not running for an office anytime soon so the party is not playing favorite to someone. They would have to have some credibility like perhaps a retiring member of Congress. Dick Durbin, the retiring senator from Illinois, would be an option. Someone with the charisma to convey a message. (Durbin would be middling in that regard.)
They would have to stick to general themes. To take one issue, say the wealth tax, some elected Democrats, or ones running for office, would support that and some wouldn’t, so you can’t promote that as something Democrats agree on. But they could talk about making taxes fairer, and about making the whole economy more focused on how well the people doing the work are doing in it. There are also things that are non-negotiable. For instance, that all policies of the government should give full respect to all people, white and black and brown, gay and straight, everyone.
It would take time for such a spokesperson to be at it until the media becomes convinced this really is the voice of the party and so cover them regularly. The president will always get more coverage, but this could add up to a strong boost to an alternative message. Certainly better than the messaging happening now.
I’ve tried to talk to some Democratic leadership about this idea to get their reaction and have either gotten no expressions of support or even criticism insisting that they don’t need any messaging improvement. I’ll write more about all of that later.
So why aren’t they doing this? Why aren’t they using every means available to stir up support? Well, if you’re a Democrat or a supporter, maybe you should send this along to your Representative and ask them that.
“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.
Charity Majors neatly captures the dynamic between AI enthusiasts and AI skeptics, both of whom are trying to build great software, often in the same teams:
The enthusiasts are not wrong. We are starting to see real, non-imaginary, discontinuous leaps in capabilities from teams that lean in hard to working with AI. And this does not feel like a normal technology cycle where you can wait for the dust to settle; teams that sit this out while competitors are hustling could be out of business before the dust settles. That’s a real, existential threat.
The skeptics are also not wrong. When you ship code faster than engineers can read it, in domains where nobody has full context, you are making withdrawals from a trust account that took years to build. Reliability degrades, institutional knowledge evaporates. You end up with systems nobody understands, products burbling into incoherence, and on-call rotations that grind people up and spit them out. That is ALSO a real existential threat.
Charity recommends treating this as both a leadership challenge and an engineering challenge. The key issue:
There is no natural feedback loop connecting enthusiasts with skeptics.
Designing feedback loops to help "mend the gap in shared reality" between the two groups is a fascinating organizational design problem.
On Feb. 28, 2025 Donald Trump berated Volodymyr Zelenskyy, president of Ukraine, for what he claimed was failure to show sufficient respect. “You’re not in a good position,” Trump declared. “You don’t have the cards right now.”
It was a spectacle that shamed America — Trump engaging in petty bullying of the leader of a nation fighting for its life against tyranny. If you have time, read the transcript or watch the video to see just how sickening it was. But worse was to come. Trump and his minions proceeded to cut off all financial aid to Ukraine:
They also began blocking shipments of U.S. weapons, even when other nations were willing to pay for them. And in August Trump held a meeting with Vladimir Putin in which, as the Russians see it, he offered to broker a deal that would give Russia control of a crucial fortress belt on Ukrainian soil.
It was a shocking betrayal of a democracy fighting for its freedom — and, in so doing, fighting for the freedom of Europe as a whole. Even some Republicans are ashamed. Yesterday 18 Republican members of the House broke ranks with their leadership and voted for a bill that would restore aid to Ukraine and impose sanctions on Russia. But the bill has no chance of becoming law, because Trump is siding ever closely more with Putin in a war that is now well into its fifth year.
But a funny thing happened to Trump’s attempt to hand Ukraine over to his comrade in thuggery: the war has turned in Ukraine’s favor. The fighting remains a gruesome slugfest, but Ukraine’s superior flexibility and capacity for innovation have gradually given it the upper hand in the drone warfare that increasingly shapes combat. In fact, Ukraine is so proficient at drone warfare that the United Arab Emirates, Qatar and Saudi Arabia — which are facing drone attacks as a consequence of Trump’s disastrous Iran war — have signed agreements to draw on Ukrainian technology and expertise.
Zelenskyy, it turns out, does have quite a few cards, while Trump has far fewer cards than he imagined.
Before Trump, we were also a nation almost universally regarded as essential: Nations believed that they needed access to U.S. banks to do business, access to U.S. markets to prosper, access to U.S. weapons to defend themselves. But by breaking decades’ worth of international agreements — not to mention threatening allies and betraying Ukraine — Trump quickly forfeited the world’s trust. By failing so spectacularly against Iran, a far weaker military power, Trump has dispelled much of the world’s fear.
And now the fact that the world is managing economically despite Trump’s tariffs, while Ukraine is surviving despite Trump’s attempt to cut it off at the knees, has revealed that we are much less essential than everyone assumed.
NONMUSICAL CODA
June 5, 1944 — back when we were a reliable and essential ally of nations fighting for freedom.
We will no longer accept public pull requests. [...]
A substantial patch used to imply substantial effort, and that effort was a reasonable proxy for good faith. That assumption no longer holds. [...]
Whether code was typed by hand is beside the point. What matters is who is responsible for it once it enters the browser. Ladybird is becoming a browser for real users. The people introducing changes to it must be the people who decide those changes belong in the project, and who will answer for the consequences.
A computer rendering of the configuration of the International Space Station as of May 17, 2026. Six spaceships are parked at the space station including the SpaceX CRS-34 Dragon, the SpaceX Crew-12 Dragon, Northrop Grumman’s Cygnus XL, the Soyuz MS-28 crew ship, and the Progress 94 and 95 resupply ships. Graphic: NASA
Previously unannounced repair work to stop new leaks onboard the International Space Station temporarily caused NASA to send all four members of the agency’s SpaceX Crew-12 mission as well as NASA astronaut Chris Williams into the Dragon capsule, Freedom, on Friday.
Cracks and leaks have popped up within the Russian segment of the space station within the Zvezda service module transfer tunnel, called the PrK, off and on over the past six years or so. However, NASA said the discovery of “new leaks” caused the Russian space agency Roscosmos “to proceed with a more extensive repair operation on Friday, June 5.”
“Out of an abundance of caution, NASA has directed all four of the agency’s SpaceX Crew-12 members and NASA astronaut Chris Williams to assume an elevated safety posture in the Dragon spacecraft while the repair is underway,” said NASA spokesperson Bethany Stevens on Friday.
However, at around 10:30 a.m. EDT (1430 UTC), the so-called “safe haven” plan was suddenly called off.
“Our Russian colleagues have elected to perform measurements only today,” Mission Control informed the crew. “So with that, we are comfortable backing out of the safe haven config.”
“We look forward to working with Roscosmos on a collaborative approach to address the leaks,” Stevens said in a statement shared to social media shortly before 11 a.m. EDT (1500 UTC).
The NASA statements didn’t address when these new leaks were discovered, state the leak rate, or when NASA decided it was neccessary to have the three Americans, one French astronaut, and one Russian cosmonaut shelter in place inside Dragon Freedom.
The crew reported around 9:40 a.m. EDT (1340 UTC) that the Node 2 hatch was closed. Node 2 is the formal name of the Harmony module, where Dragon spacecraft dock when delivering crew or cargo to the ISS.
The crew then worked to configure the Dragon spacecraft for Dragon-to-ground communications. NASA astronaut Jessica Meir, commander of the SpaceX Crew-12 mission, confirmed to the Mission Control Center that the pre-ingress work was completed.
“Thanks for all your quick work, you guys. Great job,” said a flight controller from Houston.
The Dragon has four seats that, in its current configuration, are outfitted for the four members of the SpaceX Crew-12 mission. Williams would have been an extra occupant had the crew needed to evacuate.
As NASA demonstrated during the Starliner Crew Flight Test saga, Dragon can be outfitted with makeshift seats to accommodate one or two additional personnel, if needed in an emergency. During the period of time in which Starliner was getting ready to depart, but before Dragon Freedom arrived as part of the SpaceX Crew-9 mission, makeshift seats were established for then NASA astronauts Sunita ‘Suni’ Williams and Barry ‘Butch’ Wilmore.
Welcome to Edition 8.44 of the Rocket Report! The news this week is decidedly weighted in favor of heavy-lift rockets, largely due to the fallout from last Thursday's explosion of Blue Origin's New Glenn on its launch pad in Florida. Blue Origin aims to resume launches at the badly damaged launch facility by the end of the year, but there's good reason to be skeptical of this timeline. With New Glenn grounded, will Blue Origin founder Jeff Bezos approach Elon Musk's SpaceX to launch his Blue Moon lander to the lunar south pole? It sure sounds like NASA is pushing for that.
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.
Spaceport development moves forward in Canada. There's been a lot of talk about the Canadian government's recent commitment to invest in a sovereign launch capability. There was the announcement last year of a federal budget of 182.6 million Canadian dollars ($131 million) over three years to establish a sovereign launch program. In March, the government said it would lease a dedicated launch pad at a commercially developed spaceport in Nova Scotia for national defense purposes, committing 200 million Canadian dollars ($144 million) to the deal. The agreement is a boon for Maritime Launch Services, which is developing Spaceport Nova Scotia after years of slow progress at the coastal site, SpaceQ reports.
Last week's explosion of a New Glenn rocket at Cape Canaveral, Florida, was clearly a setback for Blue Origin and NASA, but it was a learning experience for safety officials looking to open up the spaceport to hundreds more launches per year.
The launch base on Florida's Space Coast is gearing up for a flurry of new arrivals. SpaceX is building multiple launch pads for its super-heavy Starship rocket, which will operate within a few miles of launch pads operated by SpaceX rivals Blue Origin and United Launch Alliance. Two other companies, Stoke Space and Relativity Space, are also developing launch sites along a narrow stretch of coastline at Cape Canaveral Space Force Station.
All of them have, or will soon have, rockets burning methane or liquified natural gas, replacing legacy launch vehicles fueled by kerosene, liquid hydrogen, or solid propellants. There are good technical reasons for making the switch, but until last week, engineers had scant real-world data on the damage that millions of pounds of methane and liquid oxygen would cause if a fully loaded rocket exploded on the launch pad or soon after liftoff.
Mostly. The great news is, as of 9am today, D.C. had another week without any homicides, keeping the total for the year at 32*. At this time last year, there had been 68 homicides, and in the surge year of 2023, over the same time period, there had been 97 homicides. Good job, D.C.!
That said, as some asshole with a blog noted a couple days ago, the effect of the National Guard occupation has been to decrease car-related crimes (theft from auto and theft of auto), along with robberies**, but we’re seeing a significant rise in those categories, though they’re still significantly lower than at the same time last year. I haven’t really been able to see an obvious geographic pattern to the rise either. It would not be good if we’re still saddled with an illegitimate Guard occupation that also has lost effectiveness.
*Three of the 35 murders reported this year actually occurred in other years (e.g., a missing persons case from 2023 turned into a homicide case this year with new evidence).
**In terms of overall violent crime, much of the large decrease in robberies has been erased by the increase in assaults with a dangerous weapon, though I think the latter is largely due to changes in reporting.
Axiom Space announced June 4 that it added more than $175 million to its latest funding round, with Japan’s largest bank joining the company’s investors.
Construction of the Shanghai-led Qianfan constellation continued to accelerate this week with a pair of Long March launches, following on from two recent experimental flights.
Apex has raised more than $200 million to expand in-house satellite production capabilities, announcing a funding round June 5 it says nearly doubled the four-year-old manufacturer’s valuation to $2.3 billion.
The Exploration Company performed a drop test of the Nyx spacecraft it is developing to transport cargo to low Earth orbit ahead of a 2028 test flight.
Below, Alvin Roth shares five key insights from his new book, Moral Economics: From Prostitution to Organ Sales, What Controversial Transactions Reveal About How Markets Work.
Alvin is the Craig and Susan McCaw Professor of Economics at Stanford
University and the George Gund Professor of Economics and Business
Administration Emeritus at Harvard University. A pioneering expert in
the field of market design, he was awarded the Nobel Prize in Economics
in 2012. He is also a member of the National Academy of Sciences and
past president of the American Economic Association.
What’s the big idea?
There’s an old joke about economics and sociology that says
economists try to understand the choices people make, and sociologists
try to understand why people don’t really have any choices. Alvin looks at how societies try to decide whether to allow some choices and ban others.
There are lots of morally contested markets and transactions that
some people would like to engage in, but others think shouldn’t be
allowed. Often, the objections are stated in terms of moral or religious
reasons. And the transactions that the opponents seek to ban don’t harm
them personally—they might not even know the transactions had occurred
unless someone tells them.
For example, same-sex marriage is a morally contested transaction:
two people want to marry each other, and some other people don’t think
same-sex marriages should be allowed—even though you can’t tell if
someone is married unless they tell you, for instance, by wearing a
wedding ring. For centuries, marriage was regarded as inherently
heterosexual. But, after considerable controversy, the U.S. and many
other countries have legalized same-sex unions.
This isn’t a unique situation. Lots of controversial markets are
connected to reproduction. There have been bans at different times and
places on contraceptives, in vitro fertilization, abortion, and
surrogacy. That is, there have been laws enshrining opposing views about
whether a woman should be able to prevent becoming pregnant during sex (by buying contraception), should be able to initiate a pregnancy without sexual intercourse (via IVF), or be able to terminate
a pregnancy via abortion, not to mention being a surrogate or having a
surrogate bear a baby. In the U.S., all those things have been through
the courts multiple times and with different results.
Notice that reliable contraception and IVF involve modern disputes
about modern technologies. Before reliable contraception, sex between a
man and a woman often resulted in pregnancy, and before assisted
reproductive technology, like IVF, sex was the only avenue to
pregnancy. Many traditional laws and norms that attempted to keep sex
within the bounds of marriage between a man and a woman were attempts to
ensure that babies would be born into families. But if pregnancy
becomes a choice, and if there are other ways to have a child than
intercourse between a man and a woman, then the door opens to more
expansive views about who can have sex with whom, and who can start a
family. So, while expanding marriage to include same-sex couples doesn’t
depend on modern technology, we can see that the changes in
reproductive technology may have moved the needle on what kinds of
marriages and related transactions receive social support.
Of course, bans on extra-marital sex, prostitution, or abortion never
succeeded in making those things disappear, even though they raised
barriers.
2. Bans on markets need social support to work well.
Some bans work well while others give rise to active black markets.
For example, why is it so easy to buy drugs, but so hard to hire a
hitman? U.S. laws aren’t so different for drug dealers and hitmen: if we
catch them, we send them to prison for a long time. Yet our prisons are
filled with drug dealers, and there have been years in which more than
100,000 people died from opioid overdoses. But murder for hire is so
rare that it doesn’t even make it into the national crime statistics,
and homicides from any cause are vastly fewer than drug overdose deaths.
At least some of the difference has to do with how people think about
drugs and murder. If I told you I was looking to buy some heroin, you
would be surprised, but you wouldn’t call the police (and if you did,
they would tell you that they were busy with more pressing calls). But
if I told you I was looking to hire a killer, you might very well call
the police, and when you did, they would encourage you to tell me that I
might find an available hitman at a certain bar, where I would find
myself trying to hire an undercover detective. To put it another way,
there are neighborhoods where drugs are readily available, and the
neighbors look away, but not so many neighborhoods where killers are the
norm, in part reflecting that the social norm against drugs is much
more porous than against murder.
“At least some of the difference has to do with how people think about drugs and murder.”
I don’t know how we should best make progress in dealing with the
markets for addictive, lethal drugs. Not only are we losing the “War on
Drugs,” but it won’t even accept our surrender: experiments with
decriminalizing drug use have shown the potential to make cities less
livable. We’re going to need to experiment, to find better ways to
proceed.
It’s worth noticing that we’ve learned to live with legal markets for
tobacco and alcohol, even though each of those causes more deaths than
are due to drug overdoses. And we’re wrestling with some other kinds of
addiction, such as gambling (particularly on your phone, during a game).
The drug epidemic teaches us that well-intentioned policies can fail.
By and large no one approves of heroin, but we haven’t succeeded in
vanquishing it any more than we succeeded in making alcohol disappear
during Prohibition.
3. Moral intuitions aren’t enough by themselves.
We need to gather and pay attention to evidence about the
consequences of particular policies. This is hard when moral intuitions
collide, partly because much moral argumentation rests on weak or no
evidence. But we can’t afford to judge our policies just by their
intentions. We have to at least look at their consequences, too.
Nevertheless, moral intuitions are important and consequential, so we
need to understand them better. There are some things that many moral
intuitions have in common. For example, concern about the possible
exploitation of vulnerable people is often an issue.
4. Sometimes adding money to a transaction arouses repugnance.
For example, paying in cash is what turns sex into prostitution.
Often, the objection to introducing money into transactions is that it
might be an undue influence that could coerce the poor into
transactions that they (or we) would prefer not to take part in. But
that’s over-broad: many people work for financial pay at jobs they
wouldn’t otherwise do. And many goods and services that we need wouldn’t
be available if they couldn’t be paid for.
“Many people work for financial pay at jobs they wouldn’t otherwise do.”
Pharmaceuticals made from blood plasma are a good example. Many
countries ban payments to plasma donors and try (almost always
unsuccessfully) to generate as much as they need of the large amounts of
plasma required to treat many diseases from unpaid donors. How do they
make up for the shortfall? Fortunately, you can buy plasma and
plasma-derived medicines from the U.S. We’re the Saudi Arabia of blood
plasma, exporting tens of billions of dollars of plasma products each
year, collected largely from plasma donors who are paid.
5. Religion remains important in many controversies.
It plays a large role in the growth of legal medical aid in dying, in the U.S. and elsewhere.
Overall, in pursuing moral economics, we have to keep in mind the maxim that ought implies can, and the things we feel morally obligated to do, whether by supporting them or banning them, have to be things that we can
do. To understand those limits, we need evidence, including
experimentation, to figure out how to proceed when we’re worried by all
our options.
Overall, the Western Hemisphere now produces more oil than the Middle East did before the crisis. Canada is the world’s fourth-largest oil producer. Brazil produces four times as much oil as Venezuela; and in Guyana, where production began only seven years ago, output almost equals Venezuela’s. In Argentina’s Vaca Muerta region, shale oil production has grown sixfold since 2020. The current disruption will propel more oil and gas investment in the Western Hemisphere and Africa.
Smoke streams from fires in Australia’s Northern Territory in an image captured by the MODIS (Moderate Resolution Imaging Spectroradiometer) on NASA’s Aqua satellite on May 28, 2026.
NASA Earth Observatory/Michala Garrison
In May and June of most years, NASA satellites typically begin to detect large numbers of wildland fires throughout the Top End and Arnhem Land regions of Australia’s Northern Territory. On some days, especially in the afternoon, the blazes can resemble sizable wildfires in satellite imagery, spreading widely and producing expansive smoke plumes.
That was the case when NASA’s Aqua satellite acquired this image of smoke and fires on the afternoon of May 28, 2026. Often, however, fires burning in this area look smaller and less imposing. In the mornings just a few days earlier and later, for instance, NASA satellites detected little smoke despite observing many thermal anomalies, or hotspots, that indicated fire activity.
The pattern of burning, location, and timing are consistent with prescribed fires lit intentionally to manage the landscape. Land managers tend to light fires in the morning, and smoke builds over the course of the day. The process sometimes creates sizable plumes when there are updrafts and winds of moderate strength that carry smoke away from the fires, as happened on May 28 and again on June 2. The fires typically burn through the fire-adapted grasses, underbrush, and scattered trees in the region’s tropical savanna ecosystems.
Over the past few decades, the region’s land managers have combined deep-rooted Indigenous land management practices and modern technologies to establish large-scale landscape management programs such as the West Arnhem Land Fire Abatement project and Arnhem Land Fire Abatement. The goal of such efforts is to intentionally burn some of the savanna underbrush to create firebreaks and reduce fuel loads early in the dry season, reducing more destructive and emissions-intensive fires later in the season. The dry season generally begins in May and extends through September, according to Australia’s Bureau of Meteorology.
While research is ongoing, there are signs that the prescribed burning efforts are having the intended effect. Analysis of satellite observations of the fires suggests that prescribed burning efforts have shifted fire activity from late to early in the dry season, leading to a reduction in high-intensity fires and emissions.
NASA Earth Observatory image by Michala Garrison, using MODIS data from NASA EOSDIS LANCE and GIBS/Worldview. Story by Adam Voiland.
When during the meetings the Americans offered that at most they could convert 15 percent of U.S. auto plants to military production, Beaverbrook replies that 100 percent of British automobile factories had been converted, and encouraged Roosevelt to aim higher. He did, and on January 1 he ordered U.S. auto production halted by late Februrary. Within weeks the dearth of new cars became moot when rubber, 90 percent of which came from Malaya and Indonesia, was rationed. The U.S. had no synthetic rubber factories to make up the shortfall. Americans soon learned what Britons had long known: without a spare tire or three stashed in the garage, the family car had a very limited range. Passage by rail — where for fifty years the Pullmans had been Americans’ preferred means of conveyance — was soon limited to troops and businessmen on official war business. And then the airlines — their routes and the national fleet of 434 aircraft — were commandeered. By spring, gasoline ratioining, as a mean to preserve rubber more than oil, dribbed on to the Eastern Seaboard and in the following year spread nationwide, guaranteeing that Americans in the heartland could no longer take their vacations at east or west coast beaches even if their bald tires could carry them there. That proved okay with most because by summer, oil and bilge tar and decomposing bodies — the U-boats’ harvest — regularly washed up onto America’s eastern beaches.
Amid public funding chaos, post-Helene housing recovery has been slow, uneven and deeply community-driven.
Kim Pierce paid $387,000 in cash for the east Asheville townhome she moved into on Monday, Sept. 23, 2024. A divorced mother of six, the 57-year-old moved to the River Knoll community to downsize, slow down from work and spend more time with her grandchildren.
But she only slept four nights in that house. Tropical Storm Helene hit on Friday, flooding Pierce’s new home and destroying most of her possessions along with it. A year and a half later, she’s finally settled into another townhome, this time in east Asheville’s Hawthorne Villages complex about four miles west of River Knoll. She moved there in June 2025.
LISTEN TO THIS STORY’S SOUNDSCAPE
“It’s still surreal,” she said of the experience. “I mean, I couldn’t wrap my brain around the loss of everything.”
Pierce is one of thousands who lost their house to Helene. According to estimates from FEMA, which were cited in Buncombe County’s 2025 housing needs assessment, approximately 19,951 homes were damaged by the storm, and more than 1,400 were wrecked to the point of needing replacement.
But even eighteen months later, many Western North Carolina residents are still not back to normal. Post-disaster housing recovery was always going to be slow, but it has faced additional delays due to federal funding chaos amid a new administration. The result is mounting frustration by a population already exhausted from the toll rebuilding takes on everything from bank accounts to mental health.
President Trump taking office four months after the storm “caused things to look different than what people who have done this for a long time told us to expect,” said Rachael Sawyer, the strategic partnerships director at Buncombe County and a former Helene recovery coordinator. Though Sawyer’s recovery work has been more administrative than political, she said that local and county government leaders have often had “to advocate to get things unstuck when they got stuck.”
Pierce knows this reality all too well. “I used to be a little bit able to tell my story without crying so much,” she said on a recent warm day in early spring.
She is still waiting for FEMA to start the process of buying out her lost home. But “it wiped me out more than anything I’ve ever been through [and] I get frustrated that it’s taken so long,” she said. “I also am trying to be realistic and understanding that I’m not the only person that’s in this situation.”
Kim Pierce stands in front of a dining room table she was able to salvage from her flood-ravaged home. Photo credit: Claire Ogden
Pierce’s grandmother’s desk is one of three pieces of furniture she was able to salvage from the wreckage. Photo credit: Claire Ogden
From transitional housing to recovery
For the first several weeks after Helene, government efforts were focused on disaster response, trying to make sure everyone had access to the essentials. This included temporary housing support from FEMA. At its peak in October 2024, FEMA’s Transitional Sheltering Assistance program was helping 5,284 households access temporary housing, according to the Buncombe County Helene Recovery Plan. That meant funding for things like temporary stays in hotels or trailers, help with rent and home repair. Since then, transitional housing support had been at risk of expiring in spring 2025 and again on April 11 of this year. Most recently, on March 16, FEMA announced a six-month extension for temporary housing and rental assistance.
Even amid emergency operations, local governments were already preparing for recovery. In January 2025, over $1.4 billion was allocated by HUD to North Carolina through the Community Development Block Grant Disaster Recovery (CDBG-DR) program. Asheville falls under the program’s “entitlement” jurisdiction, which means the city received an additional $225 million in CDBG-DR funds directly from the federal government. Asheville is putting $31 million, or 13% of those funds, toward housing recovery.
But support from churches and nonprofits has outpaced that from governments. Samaritan’s Purse, a Christian nonprofit headquartered in Boone, has replaced over 140 mobile homes, built 26 new homes and completed over 100 major home repairs — all at no cost to the recipients. In April, they also announced an expansion of their rebuilding program, adding 19 new locations in four different states.
Jack Bailey, a 60-year-old cook at Asheville’s downtown branch of Hotel Indigo, is one of many who has community organizations to thank for both his transitional housing and his new home. Early that Friday morning before Helene hit Asheville, Bailey left his Black Mountain home for work — not knowing he’d become homeless that day — then spent over a month living at the hotel and cooking for disaster response staff staying there. Meanwhile, his wife and 15-year-old son stayed with the wife’s sister in Atlanta, coming up only occasionally for visits.
By the time Bailey finally went back home, mold had infested the building after several weeks of no power. The house was condemned. Luckily, a local church gifted Bailey’s family a trailer, where they spent Christmas 2024 parked next to the old home. They lived in that trailer for over a year until they had a new house to move into the following December.
Despite losing his house, Bailey still owed $59,000 on the old mortgage. “Do you know anybody on this planet that would go and spend $59,000 to pay off a house that’s condemned?” he said. “That’s what we had to do.” He and his wife paid off the old mortgage on their 17th anniversary.
Though he cited frustrations with FEMA, Bailey did get some money from the agency, though he’s lost track of exactly how much. Yet it was community donations that helped him afford the new house. The nonprofit BeLoved Asheville gave Bailey a check for $48,000, and on June 3, 2025, Samaritan’s Purse gave him $134,575. Bailey is one of many WNC residents who have churches to thank for their new or repaired home.
Jack Bailey poses with a tree that was damaged by the storm but lives on. Photo credit: Claire Ogden
Bailey’s new house sits in the same spot as the old one, and it looks like the old house, too. It was prefabricated by Clayton Homes, a subsidiary of Berkshire Hathaway. It’s not perfect; walking around the new place, Bailey pointed to several areas where vinyl trim was improperly installed, exposing the nails it was meant to cover. And it has less storage than their old place.
“There’s not a lot of room like we’re used to,” Bailey said. “But still, we’re still not going to complain, because the house prices out here have gone up anyway.”
He looks around at his living room, which is filled with quirky furniture and knick-knacks, bought mostly from Habitat for Humanity. There’s a bright fuschia couch and a carpet with a unicorn on it. “She picked it all out,” he said of his wife.
Bailey is one of the lucky ones. As of late January this year, Blue Ridge Public Radio reported that hundreds of people displaced from Helene were still living in RVs. And while it’s difficult to measure exactly how Helene has affected the area’s homelessness crisis, the city of Asheville’s 2025 point-in-time count showed a 50% increase in the number of unsheltered people — or people living in tents, cars and the like — from March 2024 to March 2025.
While many are still displaced, local governments have moved on to recovery. By June 2025, Buncombe County had mostly transitioned away from emergency services, closing their emergency operations center on June 4.
By October 2025, the county hired Kevin Madsen, its first full-time recovery staffer. Madsen now manages a dedicated recovery team of three other employees. Their job is to manage progress on the county’s recovery plan, which consists of 114 projects divided among seven local governments that opted into and contributed to the plan.
The major housing programs at play, including single-family home repair through RenewNC and home buyouts through the Hazard Mitigation Grant Program, are federally funded but managed at the state and/or county level. Notably, federal housing recovery dollars are mostly for homeowners. Although the North Carolina legislature allocated $1 million in rental assistance and Asheville has beefed up that number using its CDBG-DR funding, it has still not met the need for an area that was already in a housing crisis pre-Helene.
Amid confusion over federal funding, local governments have tried to help constituents navigate the chaos. “We’ve tried to go above and beyond” what the federal government provided, said Sawyer. The county established a Helene Resource Center, where county officials were available to “be a liaison so they don’t have to go through all the alphabet soup” of various funding programs, she said. As of early March, though, the resource center is only open by appointment. Sawyer said Buncombe County was “thankful” the state was able to manage the hazard mitigation program, given the high volume of applications.
Likewise, Madsen said that although applications for the major housing rebuilding programs have closed, the Buncombe County Long-Term Recovery Group, of which the national nonprofit United Way is the fiscal agent, is still doing intakes for recovery case management.
Public funding confusion
For Nadja Simon, a personal trainer who lost her house in Swannanoa, the alphabet soup of public funding has been almost entirely fruitless. Ten miles east of Asheville and tucked away in a green house on a mountain, Simon always felt safe in the privacy offered by her Swannanoa alcove. But Helene changed that.
Nadja Simon points to the hill where a landslide came down during Helene, destroying her house’s foundation. Photo credit: Ali Caudle
Though the media had dubbed the area a “climate haven,” the mountains actually played a part in bringing heavy rainfall to greater Asheville through a combination of atmospheric and geographic factors. In a process called orographic lift, mountains forced the air to rise, cool, condense and form clouds. The area had already been inundated with rainstorms in the days before Helene even came, which destabilized slope structures and created the perfect conditions for landslides. Simon’s house fell victim to one of the more than 4,000 landslides that hit the area during Helene, killing at least 23 people and damaging over 245 homes in Buncombe County alone.
Several trees fell down next to Simon’s house, while two separate landslides sent a mess of tree stumps and debris barreling toward the building. Mercifully, it stopped right next to the house but didn’t enter.
Simon had just gotten a new sliding glass door, which she thinks saved her life. “It’s a miracle it didn’t come inside the house,” she said.
“My phone was going off, like, ‘get to higher ground,’” she said. “But we are on higher ground.”
Landslides destroyed the foundation of Nadja Simon’s house, making the parcel of land it sits on unlivable. Photo credit: Ali Caudle
Standing at that sliding glass door, Simon, 58, looked out at the mass of tree stumps and debris that still sit right outside the window, 18 months later. She hasn’t lived there for over a year, but she’s still paying about $200 a month on an electric bill to prevent mold growth. She was able to get a forbearance on her mortgage for a year, but she recently started paying that again at $750 a month. That’s on top of the $1,200 in monthly rent for her new apartment in south Asheville.
Since the storm, Simon has applied to every form of government relief she could find, like FEMA’s individual assistance program and the several opportunities available for homeowners, including Renew NC and the Hazard Mitigation Grant Program. The former helps rebuild and replace single family housing, while the latter is FEMA-funded and gives property owners the option to rebuild with future disaster preparedness in mind, or to have their property bought out by the government.
Simon said that Renew NC came out and inspected her property in fall 2025, but that she hasn’t heard anything from them since. She also has yet to hear back from the Hazard Mitigation Grant Program. “The frustration of not hearing anything and not knowing what’s happening gets kind of wearing,” she said.
At first, FEMA sent Simon a letter denying her application for individual assistance, since they had incorrectly determined her house was still livable. “I lost my shit,” she said. “I cried on the phone and they apologized.” Simon eventually got $42,000 from FEMA for the damages, but “It’s been a lot of back and forth with them,” she said.
In the meantime, she has had to handle much of the cost of her former house, plus costs for renting a new apartment. “I don’t get to walk away from that,” she said.
Though Simon’s house still looks intact, she said the landslides “carved out a whole new path” for water on the slope she lives on — meaning any future storms would just go straight through her house’s current foundation. “There’s no repairing this house,” she said. “There’s no fixing this mountain.”
Simon pointed to the underbelly of the house, where several bricks have fallen away from the foundation. “The whole thing is sitting on chocolate pudding, essentially,” Simon said. “So this could all just go.”
More than 18 months later, downed trees still surround Nadja Simon’s house. No volunteer organization has had the capacity or equipment to clear the area. Photo credit: Ali Caudle
Though government support has been slow to arrive, Simon has gotten a lot of help from friends and family, her synagogue and even strangers. A colleague created a GoFundMe that raised over $13,000 for her, and she did get $31,000 from her synagogue, Temple Beth HaTephila. She also got around $42,000 from FEMA for repair, storage and some rental assistance. Simon credits Pisgah Legal Services with helping her put in the work required to get the FEMA funds.
Despite the challenges, Simon has no intention of leaving the area. “My business is here,” Simon said. “I’m rooted here. I love it here.”
Simon has taken refuge in her community as well as her job at Allon Health and Wellness, a personal training studio that she founded and owns and operates in North Asheville. Though she lost the house, her gym was luckily untouched.
“I’ve been through some things,” Simon said, “and you know, you just put one foot in front of the other. You just keep going, right?”
Hazard mitigation grant program
While Simon has yet to hear back about the Hazard Mitigation Grant, Pierce was recently told that her application passed at the county level, and will go to the state and then FEMA next.
On the evening of March 4, North Carolina’s Emergency Management division and Buncombe County government hosted a kickoff meeting for owners of the 47 properties that were recently approved to be acquired by the county through the program. Those property owners are in the first of three groups; letters of intent were due on Oct. 31.
At that March meeting, property owners met the contracted vendor who will help them through the entire acquisitions process, which could take several years. In that process, they’ll get the property value surveyed and appraised; then, the owners will be given an offer for purchase and negotiations can begin. Upon acceptance, the property will be closed and the contractors will manage the process by which the property will eventually be returned to the local government and remain green space in perpetuity.
Pierce is in group two of the HMGP, so she said it could be eight to nine months or more before her official kickoff even takes place. She’s under no illusions that the HMGP will cover the full extent of her need, but her hope is that she can at least pay her mortgage off.
“Do I get frustrated that it’s taking so long?” Pierce said. Yes, but she knows “there are far worse people off. I’ve tried to be thankful for what I do have.”
According to Sawyer, “Disasters are generally not political,” she said, “because everyone in a place is impacted.” Even so, recovery procedures have frequently collided with politics post-Helene.
“FEMA already has, when they’re following regular process,” she said, “so many steps that it snakes down the page.” That means political effects — like the funding delays that a report by Senate Democrats attributed to former Department of Homeland Security secretary Kristi Noem’s extra scrutiny of FEMA funding — can delay an already arduous process.
For the Hazard Mitigation program, the properties the county acquires “are going to be a great opportunity, but also a burden to be managed,” Sawyer said. “None of that will be easy.”
Housing recovery has fallen prey to several political stoppages and confusion over funding timelines. Shortly after the hazard mitigation kickoff meeting, the secretary rejected Buncombe County’s recovery plan, citing DEI as the reason. Transitional housing support — another FEMA-funded program — was supposed to end in March 2026, but FEMA announced a six-month extension two weeks before its expiration.
While long-term recovery efforts continue — with all their fits and starts — regular people are still rebuilding, every day. That work doesn’t get to wait.
Something old, something new
Over in east Asheville, Pierce reflected on her own journey. A little while ago, a team of volunteers at Baptist on Mission came to her house in River Knoll to help get all her belongings out of the house and assess the structural integrity of the building. “We had to get it down to the studs,” she said, “to see if structurally it had been compromised.”
It turned out that the engineer who came to survey the damaged house was actually the same person who had inspected it when Pierce was about to buy it pre-Helene; he had seen what it looked like before and after. “He walked in my garage and started crying,” Pierce said. “There’s just no words, the amount of mud, the amount of dirt, the amount of moisture” that was on everything.
Mud covered many of the houses that were condemned after the flooding, making homes like Pierce’s, Bailey’s and Smith’s unrecoverable. In these photos, taken in an abandoned home in Swannanoa 18 months after the storm, a sink full of dried mud and a wrecked bedroom illustrate the kind of damage residents experienced. Photo credit: Sydney Woogerd
Pierce didn’t want to get her hopes up, but her mother kept saying she thought some of Pierce’s belongings could be salvaged. It turned out that was true. After a long time spent washing and money spent restoring some belongings, Pierce was able to save a bunch of plates and teacups, as well as three pieces of old furniture — all family heirlooms.
The most meaningful one for Pierce was a chandelier made from her grandmother’s set of teacups that her mother made as a Christmas present about 20 years ago. Each individual cup had to be washed, and Pierce’s mother had to get the chandelier totally redone, a process that cost $700. It now sits over her dining room table, just like it did in River Knoll.
When Pierce looks at that chandelier — and thinks about all she went through to get it back — she sees the hand of God. “It’s totally grace,” she said. “It doesn’t feel earned or deserved, and it’s a beautiful picture of people loving other people.”
With the help of her mother, Kim Pierce was able to salvage this treasured chandelier, made with her grandmother’s teacups, from the mud that covered the inside of her house. Photo credit: Claire Ogden
This article is part of Caught in the Current: Helene Recovery in Asheville and Beyond a project that we have partnered on with the School of Journalism at Northeastern University. Their enterprising students took on the story of Asheville, North Carolina, a community still dealing with the devastation of Hurricane Helene, 18 months later. As part of our mentoring program, we’re amplifying their efforts by sharing the amazing work produced by their students. Visit the official interactive magazine for the project HERE.
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