datasette-agent 0.5a0

Release: datasette-agent 0.5a0

This is a significant release of Datasette Agent. The most notable new feature is called the panel - it lets the agent chat open and then sit next to pages from Datasette, for example a table or query page.

When combined with datasette-apps this means you can prompt a database-backed app into existence and then modify it from the chat that sits next to that app.

Screenshot of a split-screen chat interface titled "evaluate llm prices" (model tag "gpt-6-luna"): the conversation runs in a narrow column on the left, and a wide side panel on the right displays the app the assistant built, with "EXPORT" and "Close panel" buttons above it. In the chat, blue user bubbles read "Build an app to help explore this data" and "give it a more hacker aesthetic design", each followed by collapsed tool calls (app_create, app_render, app_view, app_str_replace), "LLM Price Explorer v1." and "v2." entries with "View app" and "Edit" buttons, and short assistant replies describing the app and its new dark terminal-inspired theme. The right panel shows the resulting "LLM Price Explorer" in neon green monospace on black: stat cards for 185 models from 12 providers with workload costs from $0.042 (Jev 1.13) to $300.00 (o1 Pro), filter and workload cost estimate controls, and a table of matching models with input, output and cached input prices per million tokens.

You can try it by signing in with your GitHub account to agent.datasette.io.

Tags: projects, datasette, datasette-agent

llm 0.37.1

Release: llm 0.37.1

A bugfix release for LLM, with contributions from Steven Huang, Tao An, Arjan Mossel, and XQ.

Tags: llm

datasette-llm 0.1a10

Release: datasette-llm 0.1a10

Fixes a bug that affected my agent.datasette.io demo site, where the set of available LLM models was not correctly restricted to just those in the configuration.

Tags: datasette, llm

datasette-apps 0.3a0

Release: datasette-apps 0.3a0

Datasette Apps adds support for hosting and editing custom HTML applications inside of Datasette.

These can be created by hand, but it's easier to create them using LLMs via Datasette Agent. This release improves that integration:

  • Apps can now be tagged in Datasette Agent chat messages by typing #, which autocompletes from the apps the user has permission to view.
  • New app_add_stored_queries() and app_remove_stored_queries() tools let the agent manage which stored queries an app is allowed to call. Granting a write query requires approval from the user first.
  • app_create() now checks that each requested stored query exists and that the user can view it, and asks the user to approve any write queries before the app is created.
  • The "View app" buttons shown by the agent tools, and the links on # app references, now open the app full screen in the Datasette Agent panel.

Tags: datasette, datasette-agent, datasette-apps

River Flooding Continues in East Florida; Rain and Thunderstorms from the Mid-Atlantic to the Northeast Thursday; Heavy Rain in Puerto Rico

My very good Conversation with Richard Hanania

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

The first half of the conversation stays close to the text [Conrad’s Nostromo], covering the novel’s political backdrop, its deliberately scrambled timeline, the near-total absence of religion in Conrad’s universe, Nostromo’s own vanity and treatment of women, a close reading of the “folly and murder” passage, the Fredric Jameson claim that no Latin American author could have written this book, and their very different research methods for preparing. Then the conversation opens outward, moving through why Latin America has unusually high crime despite not being especially poor, Panama’s surprising success story, Shakespeare’s objective greatness, the state of media criticism after the AI boom, who on the populist right is actually worth reading, why conservative women hug and liberal women shake hands, what Hanania wants to write and learn next, and more.

Excerpt:

COWEN: Here’s one thing that struck me, and I’m not sure you’ll agree. Early in the novel, there’s all this talk about the Italians and Garibaldi and liberty, and the extent to which I think this book is also a critique of classical liberalism is what surprised me reading it for the second time. The first time was probably, I’d guess, 30 years ago, that Conrad is not against the classical liberal prescription, really, but he views it as another pathology inserted into a hopeless situation.

It just morphs into some form of corruption and interest groups. It’s replaced by the autocrats, but it turns out to not really matter more. There’s, again, this dead hand of history. The indigenous groups, their customs, their norms are really what rule the area. The foreigners come and go, and they may steal or extract wealth, but at the end of the day, the talk of liberty and democracy, for him, it’s a kind of fraud. I think it’s also a recognition that imperialism was not going to do the job.

HANANIA: Don’t you think that the Occidental Province had a higher GDP per capita than the rest of the country? It wasn’t just they made money. It seems like there was real wealth. Getting to the end, to the spoilers, the miners actually march on the city because they’re so loyal to Gould. They like what’s going on. There is actual improvement in people’s lives. It’s not that nihilistic, right?

COWEN: It may be higher GDP, but keep in mind GNP may be what counts. I don’t think Conrad thought in those terms. I don’t read him as a consequentialist, though I’m mostly one myself. For him, progress is about moral progress. He doesn’t see a lot of moral progress in this setting. The point that that’s not happening is, for him, at least more important than, oh, living standards went up a bit or, well, isn’t this better than the even poorer societies they had earlier on? I think he grew up in what we now call Poland, but then was ruled by Russia. The idea of foreign rule is something he had such a strong instinctive dislike of. And you see it in his other books as well that he’s a cynic about foreign presence, though I don’t think he’s saying things were better before.

HANANIA: No, I don’t think I agree.

COWEN: I didn’t think you would agree. That’s why I said that.

HANANIA: There is a noble savage idea. There’s one part where he goes into the rant when Sotillo, the general, is torturing Hirsch. I think he goes into a rant about how primitive man did not devise as much sadistic torture, which I don’t think is probably true, but that’s Conrad’s idea. Basically, there’s a kind of innocence there.

I look at the Hernandez and the robbers and the people who are living in the countryside. Those people are purest case of noble savage. There is part of that. You’re right. Conrad is into honor. This is a book about love and men caring about women. There’s Monygham, the doctor’s loyalty to Mrs. Gould, and then Decoud’s loyalty to Antonia. His other books are about this. Yes, he’s a romantic. He’s not a romantic in politics. He thinks politics is a dirty—

COWEN: Agreed.

HANANIA: —unromantic world. If he thinks socialism and populism on a scale of one to 10 are like a one and classical liberalism is a four, to me, he’s a classical liberal, even though he’s not an eight or a nine on classical liberalism.

COWEN: I think I read him as believing in contingency as the most important truth of politics and a geographic relativism. I don’t think he has much Rousseau in him of idealizing the noble savages, but he sees the noble savages are not noble. They’re terrible, but what’s terrible in them gets recreated in us at higher levels of wealth and power. That, for him, is the most fundamental truth of politics.

Interesting throughout, recommended.

The post My very good Conversation with Richard Hanania appeared first on Marginal REVOLUTION.

      

Related Stories

 

After Texas' blue wave, what happens to Elon Musk and SpaceX?

Following his public disputes with California authorities during the COVID-19 pandemic, Elon Musk personally moved to Texas, outside of Austin, in 2020.

Over the next six years, he doubled down on the Lone Star State. In 2021, Musk increasingly focused the Starship program in South Texas, urging SpaceX employees to move there and work on the company's future. In March of that year, he began using the name Starbase to describe the production and launch facilities near the Rio Grande River.

In 2023, he built a massive factory east of Austin to manufacture customer terminals and other electronics for the Starlink program. In July 2024, he announced that SpaceX would relocate its corporate headquarters from Hawthorne, California, to Starbase, Texas. He cited California's regulatory and political environment as the motivating factor.

Read full article

Comments

October 2026 links

Today’s post is brought to you by my sponsor, Mechanize. They’re hiring junior software engineers at $300K/year base salary. Apply now!

* * *

  1. Here’s Matt Yglesias:

Yglesias is correct, but only because almost no one actually read the China Shock paper, which argued that the US actually benefited from China trade.

  1. Halina Bennet reports:

A subsidized housing project meets a segregation argument
Residents of Mill Valley, Calif., the Bay Area’s whitest town, sued to block a unanimously approved 45-unit affordable-housing project on city-owned land, arguing that it would worsen segregation, the San Francisco Chronicle reports.

And this:

Further south, a plan to build 398 homes at a country club in Los Angeles stalled in August after city planners determined that the golf course qualifies as a mountain lion habitat, forcing the developer to undergo the city’s more arduous approval process rather than use a state law designed to fast-track housing on commercial land, the Los Angeles Times reports.

Hopeless.

  1. The Financial Times reports that China’s battery storage is booming:

The sector’s rapid growth is strengthening China’s position as the dominant force in low-carbon energy, compounding opportunities for Chinese companies in adjacent markets such as wind and solar generation equipment.

It is also changing power systems around the world. “We see, in all our scenarios, transitions towards systems based on renewable energy,” says Brent Wanner, head of the power sector unit at the IEA, whose long-term energy market modelling is closely watched by governments and investors. “Battery storage is kind of the glue that can hold [such systems] together.” . . .

As a result of the state’s drive, China’s battery storage capacity expanded from 2.4 gigawatts in 2020 to more than 140GW at the end of last year, according to the Energy Institute, an industry membership body. In the first half of this year, coal’s share of Chinese power generation fell below 50 per cent for the first time ever.

  1. The US has been committing what looks to some like war crimes. Here’s Reason magazine:

As of late August 2026, U.S. forces had used missiles to destroy boats in the Caribbean and the Eastern Pacific 68 times under Trump's orders, remotely killing 227 people in cold blood without any semblance of due process. . . .

After a missile tore apart the boat, killing nine people, “two survivors were clinging to the smoldering wreck.” The Special Operations commander overseeing the operation, Adm. Frank M. Bradley, then “ordered a second strike,” and “the two men were blown apart in the water.”

On its face, that order looked like a war crime, and so did the decision to obey it. “Members of the armed forces must refuse to comply with clearly illegal orders to commit law of war violations,” the Defense Department’s law of war manual says. “For example, orders to fire upon the shipwrecked would be clearly illegal.”

I don’t see these as war crimes, because we are not at war with the people being attacked. This looks much more like garden variety murder:

If the United States were in fact engaged in a "non-international armed conflict," a group of former military lawyers said in November 2025, a policy of killing everyone aboard each boat would be "clearly illegal under international law." And if there is no such conflict, the Former JAGs Working Group added, "orders to kill helpless civilians clinging to the wreckage of a vessel our military destroyed would subject everyone from [the defense secretary] down to the individual who pulled the trigger to prosecution under U.S. law for murder."

If we are going to sell our souls to the devil, it would be nice to at least get something of value in return. Alas, that doesn’t seem to have happened:

If Trump were putting a significant dent in the cocaine supply (or, more plausibly, imposing new costs that traffickers felt compelled to recoup by charging more), you would expect retail prices to rise. But according to University of North Carolina drug researcher Nabarun Dasgupta, the Times said, “street prices for cocaine” in “many U.S. cities” remained “about where they were before the boat strikes began.”

Pressure from the boat strikes might also be reflected in adulteration of cocaine with cheaper substances such as levamisole and lidocaine. But Dasgupta reported that adulteration rates in 2026 were, if anything, a bit lower than in 2025.

A reduced supply of cocaine also should be reflected in the substances detected after drug-related deaths. According to provisional estimates from the Centers for Disease Control and Prevention, however, deaths involving cocaine fell slightly in early 2025 but remained flat during the six months after the boat strikes began.

  1. A few months back I did a post entitled “Who’s Afraid of the Money Supply?” I discussed the weird unwillingness of pundits to explain that inflation is caused by printing too much money—even in non-supply shock cases where money is clearly the only important factor. A recent Economist story entitled Turkey’s battle against inflation caught my attention:

Annual inflation in Turkey cooled to 29.7% in September, its fourth month of slowing price growth, data published on Monday showed. Yet inflation remains stubbornly high. The country has raised inflation projections for 2026 twice this year, to 28%. The central bank’s “interim target” is 24%. Turkey’s finance minister, Mehmet Simsek, reckons that the annual inflation rate—now above 30%—would be seven percentage points lower had America not gone to war with Iran.

Why does the media keep doing this? Here’s the Turkish currency stock, which rose 100X between 2001 and 2023, an annual rate of 23.3%:

And here’s Turkey’s nominal GDP, which rose 110X between 2001 and 2023, an annual rate of 23.8%

So, currency rose 23.3%/year and NGDP rose by 23.8%/year—an amazing coincidence!

Because Turkey’s real GDP rose by only 5.5%/year, that nominal growth led to chronically high inflation. Perhaps Turkey might have a bit more success in their “battle” against inflation if they were to slow down the printing presses. And perhaps the media might begin reporting the actual cause of chronically high inflation—printing lots of money!

And no, Turkey does not have a high public debt, so this isn’t one of those “fiscal theory of the price level” cases. They simply print lots of money!

  1. Carl recently left this comment:

FYI...I asked Gemini "Does NGDP Level Targeting risk creating pro-cyclical monetary policy if capital income is increasing faster than wages?" and got back this as part of my answer: "This exact dynamic has led prominent market monetarists like Scott Sumner to note (https://scottsumner.substack.com/p/some-of-the-best-ideas-are-wrong?st_source=ai_mode) that a tech or corporate profit boom can distort NGDP, causing overall income numbers to rise rapidly even as average hourly earnings growth slows."

I’ve argued that worries about China stealing our intellectual property are wildly overblown. IP laws are far too restrictive. So how do I feel about Google taking my ideas without compensation? I’m fine with it. But I’m more interested in what you think. How do people who worry about Chinese AIs taking American data feel about Google taking my intellectual work without compensation?

  1. Here’s Liz Wolfe of Reason magazine:

The administration of justice should not be perverted into sport or entertainment. Death-penalty-as-deterrent types might welcome this, but I worry what it says about us as a society if large numbers of us tune in to watch. Does this actually convince people with violent tendencies to turn away from violence because the consequences are so severe? Or does it deaden us, allowing us to grow more accustomed to seeing people’s final moments on camera?

“A public execution is giving a terrorist exactly what he wants: publicity,” writes Reason‘s Robby Soave on X. “They fantasize about being martyred like this, in front of a crowd (and a live TV audience???). It’s ISIS recruitment slop.”

  1. The Economist has an extremely unpersuasive critique of effective altruism:

Yet the critics are right to warn that effective altruists reach some odd conclusions. Like the utilitarian philosophers before them, EAs boil ethical behaviour down to an optimisation problem. How can people bring about the best outcomes for humanity as a whole? Their calculus downplays local imperatives such as “keep promises” or “look after your family”. What matters is reducing suffering, impartially and everywhere.

I don’t doubt that there are a few EAs that “downplay local imperatives such as “keep promises” or “look after your family””, but any sensible form of utilitarianism would understand that society works better (even in utilitarian terms) when keeping promises and looking after your family are important values. Are babies supposed to raise themselves?

  1. Given that the right has decided that it’s actually OK to be a corrupt politician, it was only a matter of time until they rehabilitated Nixon. The FT says this is happening:

In the ballroom of Washington’s Ritz-Carlton hotel this month, Republicans gathered to honour a beloved president who mounted “the greatest political comeback”.

But the adulation of the mostly Maga crowd was not for Donald Trump; instead they were hailing Richard Nixon.

With the help of Gen Z influencers, the US president who was forced to resign more than 50 years ago is being rapidly rehabilitated on the right, with even vice-president JD Vance urging supporters to reassess his legacy.

“If Watergate happened tomorrow it would be like a 12-hour news story,” Vance said in June, referring to the wiretapping and hush money scandal that led to Nixon’s removal from office. “The idea that it would have taken down a presidency is crazy”.

  1. Bloomberg has some good news:

The populist revolution in the Anglo world is about to turn 10, as we near a decade since the US election of Donald Trump. And the world hasn’t been quite the same since.

The rise of the populists that started in June 2016, with the UK’s rebellion against its European Union-hugging elites and a vote for Brexit, was supposed to hasten the death of globalization. Its manifestations, including rising immigration and depleted factory jobs, were both a main target of the movement and identified as a cause of the economic disaffection fueling the revolt.

A decade on, there’s a paradox, though. This November, as Americans go to the polls for midterm elections in which Trump remains the leading character, they’ll do so in a global economy more integrated than it was in 2016. They’ll vote amid a Trump-endorsed artificial intelligence revolution that’s deeply reliant on globalization and in the shadow of bond markets responding to the mountain of debt left behind by a global pandemic. Despite all the trade barriers that have been erected, the safe economic wager increasingly looks like a world of enduring or even a deepening interdependence.

Trump has done one useful thing—he’s turned the Democratic Party against tariffs.

The Economist makes a similar observation:

What is there to show for a decade of post-liberal orthodoxy? Curiously little. Services are a bigger share of the economy. University enrolments are up; apprenticeships are down. If globalisation has gone too far then no one has told the British consumer, who, since the referendum, has taken to driving a Chinese Jaecoo and shopping through Shein and Temu.

  1. The Economist says Brazil is blessed with a cornucopia of riches:

Brazil is a veritable El Dorado. As the rest of the world wrestles with a shortage of oil and of renewable alternatives, Brazil is overflowing with both. In August Petrobras, the state oil firm, discovered its first crude in the Equatorial Margin, the world’s fastest-growing oil province, off the north-eastern coast of South America. That will in time boost its already prodigious production from the “pre-salt” fields off its eastern coast. Fully 89% of Brazil’s electricity is supplied by renewables, mostly hydropower. Wind and solar energy have grown so fast the grid often cannot absorb all the output. The surplus green energy could power data centres and make Brazil a hub for the production of low-carbon steel and clean aviation and shipping fuel.

The abundance in energy is matched in food. As recently as the 1970s severe hunger was common, driving millions of migrants, including a young Lula and his seven siblings, from the arid north-east to the mega-cities of the south. Then advances in agricultural research opened the interior up to cattle-ranching and farming. This year Brazil is set to overtake the United States as the world’s leading agricultural exporter. It is now king in beef, coffee, cotton, orange juice, soyabeans and sugar cane.

And more good news:

This cornucopia of energy, food and minerals made Brazil the biggest recipient of foreign direct investment among developing countries last year bar China. It attracted $77bn, far ahead of India’s $39bn.

But while India is growing fast, Brazil’s economy has been stagnating for decades. This is due to the fact that Brazil has one of the most dysfunctional governments in the developing world:

  1. I need to ask for more “second opinions”:

Removing an inflamed appendix, an operation that around 5-10% of people have had at some point in their life, has turned out to be no better for most patients than a course of antibiotics. Trials comparing d ifferent surgical techniques have also revealed that cheaper and less complex operations can be more effective. Most striking, the data show that some widely used surgical procedures, such as spinal fusions and rotator-cuff repairs, have effects indistinguishable from placebo or non-surgical care such as physiotherapy.

Worse, some types of surgery may do more harm than good. A trial in Britain found that prostate-cancer surgery had no effect on patient mortality 15 years on, but worsened sexual and urological problems. A Finnish trial of a common knee procedure, meanwhile, concluded that patients who had real surgery had more problems in the affected knee ten years on than those who had had sham surgery (anaesthesia followed by a superficial incision). David Ring, an orthopaedic surgeon at the University of Texas at Austin, reckons that most operations in his field may be unnecessary.

  1. Polls suggest that Republicans are more likely than Democrats to favor the government taking an ownership stake in American companies:

I’m skeptical of public opinion polls, but many of my commenters believe them. If you do believe in polls, why do you think Republicans are more socialist than Democrats?

Meanwhile, “polls show” that 84% of Democrats agree that taxes are too high and 10% disagree. Are these polls accurate?

  1. Here’s Scott Alexander:

We live in an age of cynicism and nihilism. When someone endorses a good cause, we accuse them of virtue-signaling; if they donate to it, we accuse them of trying to whitewash their role in capitalism. We lionize corrupt politicians and insipid bling-wielding celebrities because, as people who have never made any claim to moral acceptability, they are the only people who can entirely escape the suspicion of faking it.

This is idiotic and requires otherwise smart people to constantly contort themselves to figure out the latest less-than-entirely-depraved person’s angle. Maybe some people are so venal that they can’t imagine anyone truly caring about the welfare of humanity, but they should stop projecting this on everyone else.

I feel the same way. And I cannot tell whether the cynics that you see in blog comment sections believe everyone is corrupt because they are corrupt, or whether they believe they are honest and everyone else is corrupt. Either way, please cut back on the cynicism and nihilism. You don’t realize how bad it makes you look.

  1. Here’s the Financial Times:

Two decades ago, Iran’s then-supreme leader Ayatollah Ali Khamenei issued a fatwa against developing nuclear weapons, a religious prohibition that would underpin the regime’s insistence that its atomic energy ambitions were peaceful even as rampant enrichment put it on a collision course with the west.

Now, however, amid the devastation of the US-Israeli war on Iran, a growing number of hardline politicians, analysts and MPs are calling for Tehran to drop this stance, leave the international Non-Proliferation Treaty and embrace nuclear weapons.

If you plan to launch a war to stop a country from developing nuclear weapons, then you need to reconsider. If you still decide to go ahead with the attack, you need to make damn sure you that win the war.

  1. Everyone wants more housing. Mother Jones has a headline and subhead that perfectly encapsulate the currently housing debate:

Build, Baby, Build? California’s Hottest Races Are Battles About Housing.

Nithya Raman and Scott Wiener believe voters want more homes. Karen Bass and Connie Chan believe voters want more homes…somewhere else.

  1. The protests in France are often viewed as “left wing”. Here’s the National Review:

Allegedly, the riots gripping France are about school quality or income inequality, but anyone with eyes and ears knows that’s all nonsense.

I have only one thing to add to the discussion. Many people don’t realize that France is arguably the most socialist country in the entire world. Not in the “communist” sense of socialist, rather in the sense of democratic socialism—Bernie Sanders ideology. Sanders often cites Denmark, but his actual views are nothing at all like ultra-neoliberal Denmark. But they are similar to France. Lots of public services, lots of income redistribution, lots of regulation. Please name a country that fits that description better than France. I can’t think of one.

And yet somehow this near perfect example of democratic socialism seems to have produced such a dystopian society that angry young men burn down historic buildings like this one (picture from Aratar):

Of course I’m being sarcastic, France is still a nice place. But its economic model is clearly dysfunctional. The protesters want more government spending, but what France needs to do—and eventually will do—is cut back on government spending.

  1. Here’s Halina Bennet:

Florida’s Amendment 3 proposes increasing property-tax exemptions for homeowners who live in their homes. The amendment would raise the homestead exemption for non-school property taxes to $150,000 in 2027 and $250,000 in 2028, with the amount indexed to inflation thereafter. Supporters say the amendment would help homeowners save money and make living in Florida more accessible, while opponents worry that reducing property tax revenue could make it harder for local governments to fund public services. A University of North Florida poll from July found support dropping from 61 percent to 45 percent once respondents were made aware of budget consequences: State economists project a nearly $12 billion annual loss for local governments.

In other words, 16% of Florida residents are complete idiots.

Paging Bryan Caplan. . . .

  1. From Bloomberg:

Asked by Joey Amor, who lost his wife, Master Sergeant Nicole Amor, in the early days of the Iran conflict, about the “mistakes and a lot of fundamental failures that led up to that,” Vance suggested that he was unaware and out of the loop.

“When you talk about failures that were that we were implicated, the administration, the Department of War, whoever you want to say, was implicated in, I want to know about that stuff. Because if there were failures, and I don’t doubt there were, I just, this literally the first time I’ve heard of this is this conversation, and I want to fix that stuff,” he said. “But I want to understand what we can do better and what those soldiers are seeing, because the part of the problem with this job, this job is an amazing honor, but you live in a bit of a bubble, and sometimes information doesn’t filter up to me.”

and this:

“You can make all kinds of criticisms of our policies and decisions, but I don’t see a single — I’ve not once seen evidence that Donald Trump has enriched himself,” Vance said.

and this:

“I love you too, sir,” Vance said recently in response to a rally attendant in Texas. “In a totally platonic way, to be clear. I’m the vice president, not James Talarico.”

Is this the JD Vance that wrote Hillbilly Elegy?

  1. Here’s Jeffrey Blehar of the National Review:

What Ohioans are learning about now is the real reason Vivek Ramaswamy is a mismatch for the very idea of electoral politics: He’s an insincere and unlikable weasel.

I would replace “mismatch” with “ideal match”. Liz Wolfe has further thoughts:

It's not clear why Ramaswamy and other Republicans who've visited the state, campaigning on Ramaswamy's behalf, feel the need to stoop so low. Vice President J.D. Vance, for example, recently implied that Acton is a drunk.

Of course I’m being sarcastic, but isn’t it a bit late in the day to be outraged by American politics?

  1. Mainstream economists told us that open market operations had little impact after IOR led to a system of “abundant reserves”. Monetarists like Peter Ireland showed why this is not true. As I noted in a recent post, monetarism doesn’t look true when there is IOR, but it is still true. These tweets from David Beckworth help to explain why:

In my book The Midas Paradox, I pointed to the irony of the US leaving the gold standard in 1933 (supposedly) because it was “running out of gold”. In fact, we had by far the world’s largest gold stock, and weren’t even close to running out. The actual problem was America’s legal minimum gold reserve ratios—set to assure that gold would be available in an emergency. Somehow the worst depression ever and the entire bank system shutdown for weeks was not an emergency—so instead we left gold. Thank god the Titanic did not face a regulation requiring the ship to carry 20 lifeboats on deck at all times.

  1. Lots of news stories are far too long. This Bloomberg story left me wanting to know more:

Swindlers have persuaded Norwegians into buying gold and leaving it in the forest as part of a growing investment fraud, according to the country’s banking lobby.

“Several” bank clients have spent “large sums” to purchase gold and then left it out in nature, following promises that “others will keep it safe while the value rises,” Finans Norge said in a statement Thursday, without specifying the amounts.

Maybe I should visit Norway. I like treasure hunts.

  1. In my inbox I saw this CEPR paper abstract:

Does Easy Money Win Elections?

Governments press central banks for lower interest rates on the premise that easy money wins elections. We test this premise for 385 elections in 18 countries, 1900–2020, using exogenous interest rate changes. We find no evidence that monetary easing helps incumbents. At the point estimate, a typical easing leaves the incumbent’s vote share unchanged; the one-sided 95 percent confidence bound on the gain is 0.90 percentage points. Of 104 incumbent defeats, such an easing would have reversed none at the point estimate and 15 at the bound, all in close races. Easy money offers incumbents no reliable electoral return.

In my view, the following two questions are identical:

  1. Does easy money win elections?

  2. Does high inflation win elections?

Obviously the authors don’t see things that way—they look at interest rates. Thus when President Hoover cut interest rates from 6.5% in 1929 to 0.25% in 1932, he failed to achieve re-election. What would Milton Friedman say about Hoover’s “easy money policy”?

To be clear, I agree with the authors’ finding of no effect, which is consistent with the “never reason from a price change” perspective. And in fairness they try to avoid this problem by looking at “exogenous” rate changes, but nothing is actually exogenous.

Has Trump read this paper?

  1. Excellent Antoine Levy twitter thread on the California wealth tax proposal. Hits all the key points. (Update: the proposition failed.)

  2. Bloomberg reports:

The US is experiencing an unusually early flu season that started on the West Coast, leaving many people unprepared and suggesting that vaccines may not be an ideal match against the circulating virus.

It certainly wasn’t a good match for me, as I got severe flu (104, 40C) despite the vaccine.

  1. I’m continually bombarded with email ads for The Free Press:

If this all sounds backward to you, you’re not alone. “Confused is how many people today feel about U.S. foreign policy,” Niall Ferguson writes in our lead story today.

“For some people,” he continues, “the only possible explanation for all of this is that President Donald Trump is simply a crazed man-child emperor.” Those people would be wrong, he says. “To understand Trump’s approach to foreign policy, and particularly his counterintuitive approach to the war in Ukraine, you have to understand the debt he . . . owes to a 20th-century president: Richard Nixon.” Read Niall’s column to understand how the 47th president’s strategy borrows a page from the 37th’s—and the one key difference that may determine whether Trump ultimately succeeds.

Yeah, that really makes me want to subscribe to The Free Press. I don’t get enough sophistry defending the idiocy of an obviously deranged President. Sometimes things are just as they appear; there isn’t always a “method to the madness”. Trump isn’t playing 4-D chess. I prefer the earlier Ferguson who was outraged by Trump’s support of Putin in the Ukraine War.

  1. I keep hearing about the amazing achievements of AI, which I have no reason to doubt. But I cannot help noticing that customer service is getting worse at a rapid rate. And now Google has dropped the extremely useful “films near me” search option, which is how I used to get information on what’s showing in my area. Instead of solving the Navier–Stokes existence and smoothness problem how about developing a method for showing what films are in my area? (I checked with ChatGPT, and it confirmed my complaint.)

  2. The Economist keeps missing the point:

One reason China has not closed the gap with America is the chronic weakness of domestic demand—the spending of China’s households, firms and government. The spending shortfall has put downward pressure on its currency and prices. As a consequence, China has become worryingly dependent on foreigners to buy its goods, even as it boasts of its technological self-reliance.

The problem stems from a high household saving rate and a five-year slump in home-building. It also reflects a recent and alarming wobble in manufacturing and infrastructure investment. Firms hesitate to expand capacity because they worry about cut-throat competition for reluctant consumers. Local officials meanwhile seem preoccupied with tightening their belts ahead of a big Communist Party reshuffle.

The best response would be to fix the property market and liberate the consumer through more generous pensions and child benefits.

No, the best response would be easier money and more capitalism.

  1. I’d never heard of Patrick Ruffini, but Matt Yglesias has an amusing takedown.

  1. Puritan busybodies on both the left and the right are now telling us that marijuana legalization was a mistake that the public has come to regret. In Massachusetts, voters were recently given a chance to go back to the old system of putting young mothers in prison for selling a few ounces of pot. Here’s what they decide (from the NYT):

    Don’t believe the Puritans.

  2. Good news:

Ukraine’s dollar bonds jumped on a bet that a landslide victory by Democrats in US midterm elections will improve relations between Kyiv and Washington, helping the war-torn nation’s defense efforts.

32. When I was young, the typical reactionary was a grouchy old man who was unhappy with cultural change. The specific charge was that we’d become too “permissive” in the 1960s and 1970s. I was determined never to become a reactionary—but here I am. My specific objection is that society has become less permissive, too judgmental. A nation of scolds. Everyone seems to want to tell everyone else how to live their life. Relationships are now condemned because both people work in the same company, or because there’s an “age gap”, or the wrong ethnic group. A pregnant woman who has a single glass of wine must wear a scarlet letter—A for alcoholic. A parent that lets their children play outside without supervision is a child abuser.

I’ve learned that “reactionary” doesn’t mean what I once thought it meant—too conservative. The actual meaning is “out of step with the times”, a sort of nostalgia for one’s youth.

Objectively I’m wrong, as the “test of time” is the single most reliable method for establishing truth. But I don’t have to like it.

I recently saw some pundits complain that they became a conservative because they believed in liberty, free markets and a color-blind society, and now the GOP had changed. Decades ago, I recall other pundits complaining that they had become a liberal because they were socially permissive and opposed to racial discrimination, and then the Dems changed. Don’t be fooled, your tribe doesn’t actually agree with you. The same person who votes to legalize pot will turn around a week later and try to ban tobacco. Ninety percent of people on both the left and the right have no principles beyond “Everyone in the world should behave in a way that I approve of.”

  1. This blog is supposed to be about happiness, but the past month has not gone well. In the unlikely even that readers wish to hear complaints from a grouchy old man, here’s a brief summary:

On October 12th I arrived in Tokyo for a one week vacation. The Shiomi Prince Hotel is my favorite hotel anywhere—very artistically designed and moderately priced. My first day in the hotel bath house I noticed a LED light showing 40 degrees (104) in the bath. Little did I know that this would be prophetic. My first complete day I went sightseeing. I avoided pictures of temples, instead focusing on things like the architecturally distinguished public toilets such as those seen in the film Perfect Day. My friend took me to dinner at a tiny but excellent sushi place in the Ginza.

And that was it for my vacation, as that evening I came down with the flu. I planned to stay a week in Tokyo, but ended up staying two weeks. (Remember the old joke: “Second prize—2 weeks in Philadelphia.”)

By Friday the 16th, I was so out of it I crawled out of bed and just flopped into the back of a taxi to St. Luke’s Hospital. I don’t think I’d ever had a 104 (40C) temperature, and I learned that it’s a very uncomfortable experience, even when “resting” on a hospital bed. A combination of feeling extreme thirst and so short of breath that I felt I was suffocating. It seemed like it took 30 points off my IQ, as I could not think clearly. The Japanese nurses all wore masks—clearly they had not read those far right websites that explain how “masks don’t work”. They were surprised when I told them I was traveling alone in Tokyo.

My wife was worried when she heard about my 104 temperature, and made an unscheduled trip from Beijing to Tokyo. She (correctly) understood that I’m not exactly an expert on taking care of myself. With Tamiflu, the fever gradually came down over a few days, but then started back up again. So 5 days later it was back to St Luke, where they diagnosed pneumonia. (They had tested for it the first visit, but it didn’t show up.)

My wife had recommended I take some antibiotics that she had with her right after she arrived in Tokyo, but I foolishly rejected her offer on the grounds that I had been tested for pneumonia. That’s what I mean about not being good at making medical decisions—I’m too trusting of doctors. On the second trip to St. Lukes they prescribed the exact same brand of antibiotics that she had offered me two days earlier. (In China, you can easily get antibiotics via mail order.)

The pneumonia was nowhere near as severe as the flu, but much longer lasting. I had to cancel my trip to Beijing and stay another week at the Shiomi Prince Hotel. The high fever seemed to affect my brain, as for several weeks I experienced most intense dreams I can ever recall, including horror, surrealism and extreme beauty. The next day I wondered if one of my dreams was actually as beautiful as I imagined. But then I realized there is no “fact of the matter”, as feelings of fear and beauty are entirely subjective. The fever was presumably triggering intense reactions in the brain, where an bland insurance salesman might have appeared as frightening as a monster, and a garbage dump might have appeared to be inexpressibly beautiful. Anyone else had this sort of experience?

Despite my disappointing vacation, I still view Tokyo as my favorite city. Indeed I view it as the absolute peak of human civilization. Even if in some sense places like Oslo and Zurich are “better”, nowhere else on Earth has 35 million people living in such harmony. Here’s a picture of one of the architect designed public toilets. The square also has a functioning phone both, a tiny police station, and a separated smoking area. And Tokyo has thousands of such conveniences all within easy walking distance.

Even if 90% of Tokyo’s modern architecture is bland, in absolute terms the quantity of elegantly designed modern buildings is still vast. Tokyo is a good rebuttal to critics who trash modern architecture.

After two weeks I was still pretty weak, but strong enough to complete the last 8 days of our planned Asian trip—four days in Shenzhen and then four days in Guangzhou (formerly Canton).

Shenzhen is similar to the wealthier parts of East Asia, both economically and culturally. When people speak of the “Japanification of China”, Shenzhen is exhibit A. The population is much younger than the rest of China. Everything seemed well integrated, as Shenzhen was built recently and is well planned. It’s the closest thing to Singapore in mainland China. Shenzhen is much less ugly than many Chinese cities, but still falls well short of Tokyo’s classy modern architecture.

Shenzhen’s subways are stunning:

Don’t be fooled by Shenzhen’s nominal GDP per capita of only $30,979; in PPP terms Shenzhen is an affluent city, at least twice the nominal income level. A 40-minute Didi ride cost us $6.60. Western tourists should view taxis as essentially free when making local travel decisions in China. Most cars seem electric. I thought the robot store was overrated. Drone delivery in the park was cool, however. A delicious meal for two where we each got the best lobster I’ve ever had, plus two excellent whole fish, pork soup, stir fried beef, and a simple veggie dish, all cost $27—total, not per person. (Tax and tip included.) That’s easily a $100 to $200 meal in Orange County. I’d suggest splurging on a luxury hotel that would be $1000 to $2000/night in NYC; it will be around $300 or $400 in China.

Guangzhou is just 29 minutes away by high-speed rail (which BTW is safer than European HSR), but otherwise feels like almost a different country. Web sites available in Shenzhen (including Substack) are blocked in Guangzhou. The city is dirtier, more polluted, more crowded, more chaotic—more like the old China. Shenzhen taxis require you wear a seat belt, while Guangzhou taxis don’t care and often lack a functional seatbelt. They even speak a different language in Guangzhou—Cantonese, not the Mandarin in widespread use in Shenzhen. After a few days I realized I’d overreacted a bit; we were in an older section of Guangzhou and the newer areas were fairly impressive. Nonetheless, the two cities really are quite different, with Shenzheners seeming more polite and chill.

Guangzhou’s White Swan Hotel was China’s first 5-star hotel. It’s still excellent (and inexpensive) but as with almost everything in China the service can be annoying. Indeed, service is China’s weak point. This trip it really struck me how uneven China’s development is. We arrived in a stunning high speed rail station and we left Guangzhou via the most beautiful airport I’ve ever seen in my life (and yes, I’ve been to Abu Dhabi, Qatar, Singapore, etc.)

These infrastructure achievements are legitimately impressive. And yet much of China is disappointedly unattractive, with subpar service. And it’s not an East Asian cultural thing, as Japan has extremely good service and the level of service in Shenzhen is often closer to Japan than the rest of China. So China can and should do much better.

I was interested in visiting China’s Pearl River Delta because it is unlike any other place on Earth. Wikipedia says the world’s biggest metro area is either Jakarta or Tokyo, with 30 to 40 million people. But the PRD has a population of 86 million and it’s not clear to me why it should not be viewed as a single metropolitan area. Perhaps it’s a bit too spread out. This region has the top two cities for skyscrapers over 200 meters, and three of the top six:

BTW, SARS1 began in Guangzhou and SARS2 began in Wuhan. People who know nothing about China seemed to view Covid beginning in Wuhan as some sort of weird coincidence. Actually, it is exactly the sort of giant southern Chinese city where you’d expect it to begin.

I finally got home yesterday—and feel I need a vacation to recover from my “vacation”.

A message from my sponsor, Mechanize:

We’re hiring software engineers to build environments and evals that frontier AI labs use to train coding agents.

To get a better sense of the work we do, you can check out GBA Eval, where we had models build Game Boy Advance emulators from scratch and scored their performance.

Base pay starts at $300K/year for junior software engineers, with more for senior roles, plus equity and performance bonuses. Apply here.

It Wasn’t (Just) the Economy, Stupid

What happened last night was no ordinary election. It was a mass affirmation that most Americans still believe in our nation’s basic values, and a mass rejection of a movement that wants to destroy everything our nation stands for. And no, it wasn’t just economic dissatisfaction.

Yes, Trumpflation created by tariffs and the Iran debacle helped. But an election swung by public anger over high prices looks like 2024, when Trump won the popular vote by 1.5 percentage points. Last night Democrats appear to have won the popular vote by 13 -14 percentage points.

What drove this amazing victory? Hispanic voters, who swung to Trump in 2024 in the naïve belief that he would bring prices down, turned massively against a regime that is arresting, imprisoning and deporting their friends and families. Blacks turned out in droves against a transparently racist party that is trying to take away their voting rights. Americans of every kind were repelled by the administration’s cruelty and its rampant, brazen corruption.

After 2024, large swathes of the elite rushed to prostrate themselves before Trump, somehow convincing themselves that the narrow defeat of Democrats in a year when incumbent parties were defeated almost everywhere heralded a permanent transformation of U.S. politics, that corrupt authoritarians peddling hate would rule forever. There’s a lot to be written about why oligarchs in particular were so willing to believe that small-d democratic values were a thing of the past — and one of the main things big-D Democrats need to do now is hold not just Trump’s officials, but also his enablers, accountable. But that’s a topic for another day.

The main point for now is that MAGA took 2024 as proof that Americans want fascism, and acted on that premise. But tens of millions of Americans in effect said, no, that is not what we want. That is not who we are.

The damage done over the last two years is incredible, and I don’t know how much of it can ever be repaired. But there is, at last, hope. For last night America showed that it is still America.

The Boy Wonder Of India’s New Tech Scene - EP 95 Naman Pushp

This week’s guest is Naman Pushp, the founder and CEO of Airbound.

Pushp is all of 21 years old and trying to build an aerospace giant in India. His company, Airbound, produces carbon fiber to create very lightweight, very efficient aircraft used for the moment to deliver small packages of cargo around the country. Pushp’s core thesis is that the aviation industry has not been aggressive enough with its use of carbon fiber and that he can uses materials advances to outflank drone delivery companies first and then perhaps create a new class of planes for humans too.

These are big hopes and dreams and very big claims! And the company has a long, long way to go. But this is all to be expected.

Subscribe now

I recently visited Airbound’s headquarters and test sites in Bangalore and came away rather impressed with Pushp and his team. They’ve built two versions of their aircraft, and we watched dozens of them fill the skies. The machines take off vertically and then zoom off like airplanes. They’re quiet, and they can hover.

Pushp is a self-taught engineer who learned how to build things with carbon fiber by watching YouTube videos and then began constructing aircraft in his teenage bedroom. He got into Carnegie Mellon but skipped university to build Airbound instead. He’s bright and (very) confident.

He’s also representative of a new era in Indian technology. Some of the country’s brightest, most ambitious youngsters are opting to stay at home and to try and build hard tech companies that do real innovation, as opposed to mimicking what has happened elsewhere.

We get into ALL of this on the podcast. And this marks the start of a series of videos, podcasts, and stories we have coming on the rise of the Indian tech scene. I’ve already managed to anger a large swath of the Indian venture capital industry with this story and am sure to anger others as we go on this journey.

SPONSOR

The wonderful people at Brex helped make these stories from India possible. You can catch a taste of the adventures here.

I’ve worked at large companies like The New York Times and Bloomberg, and their expense systems were terrible. Brex’s expense management systems, by contrast, are fantastic. AI agents run around taking care of tons of stuff for you and give you back your time.

Your company should switch to Brex to make life better for everyone. Find out more here.

TIMESTAMPS

CHAPTERS
0:00 Intro
6:01 Replacing Roads With Aircraft
7:37 Designing Around Carbon Fiber
14:23 Taking On Drone Delivery
21:29 From Deliveries to Passengers
23:09 Aircraft From a Bedroom
32:38 From Project to Company
37:53 Choosing Aircraft Over College
41:11 Why Build in India?
48:13 Life With Instant Delivery
52:28 India's New Hardware Generation
1:01:48 Why Skip Defense Contracts?
1:04:35 Democracy and Getting Things Built
1:07:40 India Between America and China
1:13:18 Can Carbon Fiber Get Cheaper?
1:21:44 The Trouble With Scaling

Share

Normal Americans punished MAGA

Art by GPT-6

The MAGA people appear to have been laboring under a number of delusions.

First, they seem to be genuinely surprised by the fact that they suffered a crushing defeat in the midterm elections. In fact, polls, forecasts, and prediction markets had all been calling a Democratic victory for months now. But a lot of MAGA types appear to have believed that America always has some big hidden reservoir of shy Trump supporters out there that everyone always misses, and that this silent majority would ride to the GOP’s rescue and prove all the pollsters and forecasters wrong, as they did in 2016.

To put it mildly, that did not happen. The election night surprise actually favored the Democrats, who won a far more extensive and decisive victory than almost any of the pollsters and forecasters had anticipated.

Even Trump’s traditional demographic support base — white voters without a college degree — abandoned the GOP in droves this time:

Trump could try to challenge this electoral verdict — to cry that the vote was rigged, to declare a state of emergency and suspend the Constitution, to abuse the powers of the presidency to nullify the popular will. But my gut says that he won’t, and here’s an important reason why:

As long as the MAGA people could tell themselves that Trump’s opponents were a bunch of old people and women, they could fantasize about prevailing in the street confrontation that would erupt in the wake of an autogolpe. But if young men — and especially young white men — aren’t on Trump’s side, then starting some sort of civil war would likely not go well for MAGA.

Anyway, as of this writing, here’s what the Senate election map looks like:

Source: Google

Kansas is colored blue. So is South Carolina. So is Iowa. Mississippi will probably end up blue as well.

And most of all, Texas is blue. Not just the Senate race, either — the GOP governor, Greg Abbott, has been unseated by Democratic challenger Gina Hinojosa. Bo French, who tweeted alarm at seeing Indian American football fans at a University of Texas game two months ago, lost his bid for Texas Railroad Commissioner to Democrat Jon Rosenthal.

The fall of Red Texas is an epochal, era-defining event. Growing up in Texas, I saw Dems win statewide office occasionally, but these were always old-school conservative Southern Democrat types. Yesterday’s election saw Gina Hinojosa and James Talarico, both staunch progressives, win the governorship and one of the Senate seats. In fact, the only Republican now holding a statewide office is…Ted Cruz.

How did that happen? Part of it was bad candidate selection — MAGA primary voters tossed out the popular mainstream Republican Senator John Cornyn for not being slavishly loyal enough to Trump, and replaced him with Ken Paxton, a man who has been repeatedly indicted and investigated for financial crimes and corruption. But Abbott was a popular, mainstream Republican incumbent governor with a strong economic track record, and he still lost to a progressive upstart challenger.

Rightists were simply unprepared for a world in which this was possible. Here was Jonathan Keeperman, whom I recently debated about Indian immigration, just yesterday:1

The only possible interpretation of this huge wave election is that it was a referendum on Donald Trump. Trump is now among the least popular presidents in living memory, rivaled only by George W. Bush at the end of his presidency. I wrote about why most Americans despise Trump, and my analysis hasn’t really changed:

Trump was elected to tame inflation, but he raised taxes on almost everything Americans buy from overseas, and raised gas prices by attacking Iran. When people complained about the cost of living, he told them to buy their daughters fewer dolls. Trump was elected to stay out of Middle Eastern wars, but he plunged us into an expensive quagmire. He has relentlessly promoted the interests of Vladimir Putin, whom normal Americans hate with a passion. His antics — threatening to invade Greenland, trying to bully people into renaming the Gulf of Mexico, Lake Ontario, and artificial intelligence, and so on — seem dangerously unhinged.

Then there’s the corruption. Trump has relentlessly looted the country to fatten the pockets of himself, his family, and his close political allies:

The American people noticed. This is from last week:

Voters are now more concerned about government corruption than any other issue, including high grocery and gas prices, according to the final CNBC All-America Economic Survey before the Nov. 3 midterm election…[T]he results nevertheless align with other recent polls showing corruption has shot to the top of voters’ list of pressing worries…A Fox News poll published last week found 60% of registered voters are extremely concerned about government corruption, surpassing concerns about inflation and high prices. A Washington Post-ABC News-Ipsos poll released Sunday found some two-thirds of respondents think Trump is using the presidency to enrich himself, up 10 percentage points since September 2025. Gallup recently found perceptions of government corruption in the U.S. have hit multi-decade highs. And an August poll from Reuters/Ipsos found nearly 7 in 10 Americans believe Trump’s businesses influence his presidential decisions.

And here’s their chart:

Source: CNBC

Republicans seemed to somehow labor under the delusion that regular Americans were going to just ignore all this. Perhaps they thought that Trump’s charisma, which allowed him to bounce back from the January 6th coup attempt, made him invincible. It’s possible they reasoned that Americans had simply become so jaded about corruption that they would ignore dozens of scandals that each would have ended any other presidency. Perhaps they believed that no matter how bad Trump got, Americans’ dislike of woke culture and progressive governance would always make the Republicans the lesser of two evils.

Maybe they believed that Americans never really cared about inflation in 2024, and that worries about the cost of living were just people’s way of expressing their worries about immigration and wokeness. Or maybe they believed America would blame Dems for the assassination of Charlie Kirk, and reject them at the ballot box accordingly. Perhaps they thought they could scare Americans away from the Democrats by calling them “communists” and screaming about “Western civilization”:

This was MAGA’s greatest delusion — the idea that the average American sees things similarly to the rightists on X. The truth is that the average American does not see “Western civilization” as a fortress under siege. The average American does not spend all day in a state of panic that brown immigrants and their children are invaders bent on subjugating the white race.

One gets the sense that the MAGA people believed that the average American doesn’t even exist. For decades, ideologues and extremists in both parties have shouted — often in direct contradiction of the evidence — that swing voters don’t exist, that polarization rules everything, that moderation and appealing to the center are useless, and that electoral victory goes to whichever party mobilizes their base to come out and vote.

That was always probably wrong, but MAGA seems to have taken this flawed logic one step further, convincing themselves that the country consists only of “the left” and “the right” — that every voter is either a blue-haired trans communist or a chisel-jawed defender of Western Civilization who spends all day posting memes on X about gender-swapped Draco Malfoy. If you have no idea what the heck gender-swapped Draco Malfoy is, or why on Earth anyone would think it’s politically important, rest assured that you’re not alone.

Texas and Kansas and South Carolina have been turned blue by a coalition of voters who aggressively, emphatically neither know nor care about gender-swapped Draco Malfoy, or Anakin Skywalker memes, or any of the other nonsense that bounces around the rightist echo chambers on X and 4chan. It was a coalition that never read Elon’s never-ending stream of tweets about James Talarico wanting to “trans your kids and destroy the border”. It was a coalition that does not know or care whether it’s white French people or brown French people burning down Paris this week.

It turns out that normal Americans do exist — in great numbers, in fact. It’s possible to keep them divided with relentless partisanship. It’s possible to drive them to jaded apathy with relentless he-said-she-said accusations and manufactured scandals. It’s possible to get many of them to stay home on election nights, simply by ignoring their wishes for long enough. But if you push them hard enough — if you step on their face again and again, with corruption and mismanagement and disdain for their daily struggles — they will eventually bestir themselves and rise up and smack you down. They will remind you of who won the Second World War, and why.

So the Democrats, ideologically divided as they are, took a well-deserved victory. The risk now is that they don’t learn their lesson from watching Trump’s implosion. Just as MAGA convinced themselves that the average American was a meme-spouting rightist, Democrats might marinate in their own echo chambers, egged on by leftist activists and progressive pressure groups and Bluesky cancel-culture warriors.

Democrats might convince themselves that what Americans really care about is Palestine rather than the cost of living. They might embark on a borrowing binge in order to throw more money at health care, resulting in rising interest rates and rising prices. They might try to halt inflation with price controls, with predictably terrible results. They might spend their political capital on billionaire taxes of the type that California’s electorate just rejected. They might forget the lessons of 2024 and try to admit as many illegal asylum-seekers as possible.

And if so, I’ll be writing another version of this post in 2030 or 2034, explaining why a Democratic president got hit with a red wave in the midterms.

Update: I’ll add a few tweets here that I think make good points about the election.

“Benito Tortellini” points out that even as Democrats crushed Republicans nationwide, “woke” and leftist ballot initiatives failed in blue districts around the country. This election really was the Revenge of the Normies.

Joe Weisenthal hypothesizes that this is the first election where social media use fell, and hypothesizes that people were talking to AI instead. Both of those hypotheses need to be tested with data, of course. But they are very consistent with my thesis that social media is a uniquely polarizing and radicalizing force in society, and that AI is at least a partial remedy.


Subscribe now

Share

1

In fact, Talarico said that God is “nonbinary”.

The Music Innovator Who Lived in a Friend's Basement

During the last five years, I’ve a published a series of essay on people I call Sound Wizards. These articles showcase many of my personal heroes—people who transcend all conventional definitions and categories of music-making.

Many of them are unknown to the general public. Some are so outside the mainstream that they don’t even have a fringe or cult following. They journeyed too far beyond the conventions of their time—even further than the avant-garde, in some cases. As a result, the larger culture has rarely even heard their names, let alone what they had to offer.

So far in this series, I’ve featured the following individuals:

  • Charles Kellogg, an eccentric master of transformative sound who could put out fires with his music.

  • Hermeto Pascoal, who earned my admiration as the “most musical man in the world.”

  • Raymond Scott, the eccentric and secretive inventor of the Electronium.

  • Layne Redmond, a percussionist who devoted her life to reviving the most ancient drumming traditions in human history.

  • Emahoy Tsegué-Maryam Guèbrou, the honky-tonk nun of Ethiopia.

  • Leo Kofler, the dying singer who cured himself with music.

  • Paul Winter, a global ambassador for music as an art form beyond category.

  • Hans Jenny, creator of Cymatics, the science of sound as a creative force in organizing physical reality.

  • John Luther Adams, a bold contemporary composer who channels the power of nature into his massive musical works.

  • Eden Ahbez, a guru and the first hippie, who somehow turned his advocacy of alternative lifestyles into a huge hit song.

  • Therese Schroeder-Sheker, the inspiring harpist from Mt. Angel who has devoted a half-century to making music for the dying.

Today I add another Sound Wizard to the list. In this installment, I look back at the life and times of Bruce Haack (1931-1988).


Please support our work by taking out a premium subscription (just $6 per month—or less).

Subscribe now


Music innovators typically spend their final years getting awards and honorary degrees. They release albums filled with greatest hits, and even their misses are cherished by devoted fans.

But Bruce Haack’s life was nothing like this. He was the most futuristic musician of his day—you might even say he helped invent techno and electronica and disco and synthesized funk. But he never had a legitimate hit, and needed to make music for TV commercials to earn a living.

“His inventions include the Peopleodian, an analog synthesizer that ran off a 9-volt battery—it made sounds when you rubbed it against a human being.”

So his most widely heard music was used to sell Kraft cheese, Goodyear tires, and Bazooka bubble gum. Yet even that didn’t pay the bills.

Bruce Haack
Bruce Haack at work

So Bruce Haack spent the last 15 years of his life residing in a friend’s basement, where he continued to do innovative work. Here he built and performed on his homemade instruments—including a polyphonic music computer assembled from spare parts acquired at Ver-Tech Radio in Philadelphia.

He constructed this contraption over the course of 18 months without any blueprints or instructions. When he was done, it could play twelve separate voices, and store four thousand bits of data. And Haack did all this without any formal training in electronics.

The results were wild—like a folk music for robots. If the cantina in Star Wars were a real music venue, this is what open mic night would sound like. But Haack was even ahead of Star Wars, and nobody in 1975 was ready for a genre like this.

At his death, Haack left behind 213 reel-to-reel tapes. A tiny bit of this music—just 61 minutes of it—was issued posthumously thirty years later under the title Preservation Tapes. And a few other tracks have seen light of day. But most of Haack’s life work is still unavailable, sitting in an archive in Edmonton.

The few examples of his music circulating on the web make clear that Haack was operating far outside the mainstream, but they also establish his bona fides as one of the boldest early innovators in electronic music—although his name is unknown to many music historians and critics. Fifty years later, this body of work still sounds like it just arrived out of a time machine from a future century.

Haack always seemed on the verge of achieving crossover success. He might show up unexpectedly as a guest on Johnny Carson’s Tonight Show, or even pay a visit to Mister Rogers Neighborhood. And then, his fifteen minutes of fame over, he would retreat back into obscurity.

In this video, Haack shows Fred Rogers a home-made synthesizer, sampler, and light show built into a suitcase. It’s just 1968, but Haack is already equipped for raves and EDM parties. Back then, it was considered a gimmick; today you would call it a DJ’s setup.

Even old established genres were transformed by Haack’s insurgencies. His 1971 album Together is still a leading candidate for the strangest country album of all time. But his children’s music is even more outrageous—suitable perhaps for the metaphorical children of Timothy Leary but unlike anything found in an actual kindergarten.

Children’s music was a liberating genre for Haack. It allowed him to use all sorts of bizarre sounds—because the genre permits goofiness and absurdity. Haack took full advantage of this. The same track that might be dismissed as too avant-garde in an album for adults, somehow gained acceptability when targeted at kids.

Haack was a a kid at heart—a child prodigy from a tiny Alberta mining town called Rocky Mountain House, who taught himself how to play piano at age four. His ear was so acute that he could perform songs after only hearing them once. This earned him a scholarship to Juilliard. But he only lasted a few months before leaving to pursue his own alternative music education.

His apprenticeship was every bit as unconventional as Haack himself. At an early age, he decided to collaborate with musicians from aboriginal First Nations communities in Alberta, and gained enough trust to participate in their rituals—where he also got introduced to peyote. He also started constructing his own electronic instruments out of whatever spare parts he could find.

“Bruce would go to Grand Street and buy a bag of parts for a dollar and build instruments with them for us to record with,” later recalled dancer Esther Nelson, who sometimes collaborated with Haack. His inventions include the Peopleodian, an analog synthesizer that ran off a 9-volt battery—it made sounds when you rubbed it against a human being.

Victor Borge was so impressed with the Peopleodian that he brought on to the TV series I’ve Got a Secret in 1966—where he announced: “ I’m going to make music by touching ten pretty girls.” And he proceeded to do just that.

It’s amazing this didn’t get blocked by the network censors.

Haack also found uses for sound-making devices others had ignored—for example, grasping the commercial possibilities of the vocoder, originally developed to encrypt radio transmissions during World War II. The vocoder is now a mainstream instrument, showing up in albums by Stevie Wonder, Herbie Hancock, Daft Punk, and others. But Haack built his own vocoder in 1968, before any of those superstars had used it, and featured it on a recording the following year.

And here he is, rapping to an electronic beat—but back in 1968.

Haack finally got a huge break when Columbia decided to sign him to the label—the home for innovative electronic music back then. Just two years earlier, Columbia had enjoyed enormous success with Switched-On Bach, the first breakout synthesizer album. The label was at the peak of its risk-taking period, and releasing music by Terry Riley, Karlheinz Stockhausen, and Edgar Varése. So Haack was now part of that same elite roster.

Haack had been working on a major project since the early 1960s—a kind of psychedelic updating of William Blake’s poetic battle between heaven and hell, but in the form of an electronic song cycle. No major label would touch a project like that today, but it was a different world in the late 1960s. Haack was finally in the right place at the right time—or so it seemed back then.

He wrote most of this music in 1968 and 1969, and with some help from his friend and manager Chris Kachulis, got John Hammond at Columbia on board. This was the highest possible endorsement at the label—Hammond had discovered everyone from Aretha Franklin to Bob Dylan. And now he was dazzled by Bruce Haack.

But this relationship felt cursed from the outset—maybe not surprising for an album with Lucifer’s name in the title. Hammond gave Haack a $2,000 advance, but the musician’s agent took the money and disappeared with it. Yet even that didn’t dampen Haack’s spirits. He was now on the roster of the most influential music label in the world.

But it didn’t last. Columbia became more risk averse during the 1970s, and Hammond was losing influence even before retired in 1975. Haack, for his part, would never make another record for a major label—but that hardly minimizes his achievement here. His Columbia release The Electric Lucifer is one of the most ambitious genre-crossing moments of the era, a genuine meeting place between modernist classical and psychedelic rock currents—but infused with a zaniness that comes out of Haack’s deep love for children’s music.

The closest counterpart I can think of is Frank Zappa. But Zappa found a pathway to stardom, while Haack was destined to live in that friend’s basement.

But he continued to make music. And, in my opinion, his greatest work was still ahead of him. Few people have heard Haack’s 1974 album Captain Entropy or his follow-up 1977 project Haackula, but they are a glorious fusion of funk, electronics, rap, and musique concrète.

Nowadays Haack would make a bundle as a DJ or beatmaker—providing ready-made electronic backing for pop stars. But those professions didn’t exist during Haack’s lifetime. Instead his music was dismissed as a novelty—useful for a TV commercial or game show, but deemed unsuitable for radio airplay or the Billboard chart.

But guess what? The mainstream has moved since Haack’s death. And now the wild, crazy tracks of this one-time outlier now sound very much like a soundtrack for contemporary pop culture.

So it was inevitable that Haack would get rediscovered—and by pop stars, not academics or critics. He has been sampled by everyone from J Dilla to Kanye West, and his work has been covered by Beck, a musician deeply influenced by Haack’s forgotten Columbia album.

All this came too late for Bruce Haack. In 1972, he moved into the Pennsylvania home of his former Juilliard classmate and collaborator Ted Pandel. Haack was still in his early forties, and at the forefront of synthesized music—which was just now showing up on radio hits. This should have been his moment, but instead he was now totally cut off from the music industry. Haack would live in that basement for the rest of his days.

“He had a good life there and he had some degree of quality and comfort,” recalls his friend and manager Chris Kachulis. But he deserved more—in fact, he still deserves more.

Kachulis sums up Haack’s posthumous legacy in a few apt words:

After Bruce died in 1988 Ted became the executor of his estate, although it doesn’t really mean much because there’s no major income from that. Not enough people know him.

As Bruce always said, “Whoever wants to know me will find me.”

Maybe they will. It would be fitting if it happened now, when robots are trying to take over human music. Haack was the person who did the opposite—appropriating the robot’s music as his own. That just might be the role model we need today.

Wednesday 4 November 1663

Up and to my office, shewing myself to Sir W. Batten, and Sir J. Minnes, and no great matter made of my periwigg, as I was afeard there would be. Among other things there came to me Shales of Portsmouth, by my order, and I began to discourse with him about the arrears of stores belonging to the Victualling Office there, and by his discourse I am in some hopes that if I can get a grant from the King of such a part of all I discover I may chance to find a way to get something by the by, which do greatly please me the very thoughts of. Home to dinner, and very pleasant with my wife, who is this day also herself making of marmalett of quince, which she now do very well herself. I left her at it and by coach I to the New Exchange and several places to buy and bring home things, among others a case I bought of the trunk maker’s for my periwigg, and so home and to my office late, and among other things wrote a letter to Will’s uncle to hasten his removal from me, and so home to supper and to bed. This morning Captain Cocke did give me a good account of the Guinny trade. The Queene is in a great way to recovery. This noon came John Angier to me in a pickle, I was sad to see him, desiring my good word for him to go a trooper to Tangier, but I did schoole him and sent him away with good advice, but no present encouragement. Presently after I had a letter from his poor father at Cambridge, who is broke, it seems, and desires me to get him a protection, or a place of employment; but, poor man, I doubt I can helpe him, but will endeavour it.

Read the annotations

Democrats must ignore the scolds and press their advantage

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

After every election, journalists and analysts spend a great deal of time plumbing the results to explain Why It Happened. But since Democrats won — and Democratic victories, no matter how emphatic, are considered aberrational and conditional — the explanations are immediately wielded in a vigorous round of warning and scolding. Yes you won, those Democrats are told, but don’t let it go to your head. Don’t overinterpret the results; in fact, it’s probably bad for you that you won, since it might delude you into thinking that the voters don’t despise you and everything you stand for. What’s important now is that you restrain your ambitions, tack to the center, and generally act as though you have been chastised rather than validated.

This time around it began even before the election was over:

This advice is utterly wrong as a matter of history, strategy, and morality.

Why they won and what it means

It’s true that Democrats didn’t win Tuesday because the people rose up as one and said “We are devoted forever to the Democratic Party.” It’s also true that the electorate has not been remade — just as it’s true that the electorate was not remade in 2024, no matter how many times Republicans said it had been and reporters echoed their interpretation of that election.

This time, the result was dictated by two related factors: Donald Trump is a spectacularly unpopular president, and people are upset about the cost of living. There were other variables that mattered around the edges, like the fact that Democrats nominated excellent candidates and Republicans nominated a collection of incompetent clowns and repellent jerks. But mostly it was Trump and the cost of living.

Nevertheless, to treat the election as something other than a validation of Democrats is absurd. We have a two-party system, and when voters reject one party, by definition they are endorsing the other party and its agenda. Not only may the victors take that message from the election, they must.

And right now, there is nothing any significant portion of the Democratic Party is considering that will be in any way a surprise to the voters who elected them. Investigations of Trump administration corruption? Absolutely — corruption was a huge issue during the campaign. Efforts to stymie Republican economic policy? You bet. Refusal to seat radical judges who think the law should be bent to the conservative movement’s agenda? No question.

This doesn’t mean they should just pick what looks like the maximally oppositional strategy in every case. For instance, I’m not yet convinced that impeaching Trump will be the smartest move, his many high crimes and misdemeanors notwithstanding — it depends on many variables that will evolve over time. But what’s most important is what Democrats don’t do: hedge, hesitate, worry about whether they’re reaching across the aisle enough, or pay any attention to those who always counsel weakness.

Mandates are what you make them

As part of this scolding campaign, Democrats will be told again and again that they don’t have a mandate to do whatever it is they want to do. But mandates are imaginary. Congressional majorities are assembled from hundreds of campaigns, each with its own diverse electorate; there is no concise list of Things the Party Has a Mandate For, and stepping outside of it will court disaster. That’s certainly not true for the opposition party, and it’s not even true for the president.

Trump isn’t a failure because he exceeded his mandate; he’s a failure because he has failed. Voters didn’t ask for sweeping tariffs, but if those tariffs had actually done what Trump said they would — initiate an extraordinary revival of American manufacturing and create prosperity for all — the voters would not say “This isn’t what we asked for,” they’d be celebrating him for his economic stewardship. The many people who fooled themselves into thinking he was only going to deport hardened foreign criminals aren’t now disgusted with the brutality of his immigration crackdown because he went beyond the mandate they gave him; they just weren’t paying attention, but eventually they did.

Yes, Trump has broken some key promises, most notably his insistence that he wouldn’t start new wars. But if the Iran war had really been the quick and glorious victory he keeps saying it was, and it hadn’t caused all the economic problems it has, even those who thought they were voting for him on the promise of a new isolationism would have been fine with it.

In other words, mandates are meaningless; what matters once you get power is what you do with it and whether people like the results. It’s vitally important that Democrats tune out all the nagging scolds (some of whom are in their own party) counseling caution and compromise, saying “Don’t forget, Americans hate Democrats!” There is only so much they can do with the power they will have, but they have to use it as aggressively as they can.

And guess what: Even besides things like investigations (which will no doubt produce endless examples of corruption and misdeeds), the Democratic policy agenda — not the Republican caricature of their agenda, but their actual agenda — has rarely been more popular. Two-thirds of the public now favors Medicare for all, for pete’s sake, which means that on that issue the public as a whole is substantially to the left of the Democratic Party.

It may not be that way forever. But for now, Democrats have all the mandate they could want. They just need the courage to act on it.

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

Leave a comment

Subscribe now

House Majority

For the first time in history, it will be possible for a Democratic Senator from Kansas to see a programmable automatic digital computer.

Stephen Hubbard is back!

I’n back, bitches!

The White House released a video two days before the elections, promoting the return of Stephen Hubbard to the United States of America!

I repeat—Stephen Hubbard is back!

Stevie!

The Stevester! Is back! Home! French fries and apple pies and LFG!

Here’s the proof …

And it’s very clear Trump and the White House thought this might serve as a last-minute surprise to get out the Republican vote and show all of us that America is big and bad and better than ever.

Only …

Um …

Eh …

Well …

Who the fuck is Stephen Hubbard?

Answer …

And, truly, this is the most Donald Trump shit ever. Dude wants to be Reagan welcoming back the Iranian hostages. Dude wants to be Obama honoring Michael Jordan with a Presidential Medal of Freedom. Dude so badly wants to be a statesman, a hero, a diplomatic wonder boy.

But, eh, he can’t. Because he isn’t.

So, instead, he gives us Stephen Hubbard, a guy who is surely glad to be back but a guy who 99.9999999 percent of us never knew existed.

Also, not for nothing, Trump boasting of Vlad Putin agreeing to the handover only reminds us that the president is a Russia stooge.

So, if you haven’t voted, vote.

End this nightmare.

November 3, 2026

Election Day.

Share

Politics Chat, November 3, 2026

Watch today’s live recording here.

Listen on Apple Podcasts
Listen on Spotify

Get full, free access to Letters from an American here.

You can also find Heather:
YouTube
Bluesky
Instagram
Facebook
Threads
TikTok

Politics Chat, November 3, 2026

Listen on Apple Podcasts
Listen on Spotify

Get full, free access to Letters from an American here.

You can also find Heather:
YouTube
Bluesky
Instagram
Facebook
Threads
TikTok

Rebuilding a Government for Everyone

To read this letter, click here:

Listen on Apple Podcasts
Listen on Spotify

You can also find Heather at:
YouTube
Bluesky
Instagram
Facebook
Threads
TikTok

A blissful night in Huntington Beach.

Happy Dems watch the results.

Attended a party Tuesday night at a home in Huntington Beach. There were name tags and Blow Pops and many, many, many euphoric people.

Myself included.

The Democrats won the House!

The Democrats won the Senate!

A Democrat is the governor of Texas!

Clay Travis was wrong about everything!

Hall and Oates will, ultimately, reunite!

Wait.

Scratch that last one.

•••

Sanity has been (somewhat) restored.

Americans don’t want to live beneath the greasy orange thumb of an autocrat. Checks and balances matter. Honesty matters. Decency matters.

More than anything, the night was a brutal repudiation of Donald Trump and his bullshit war, his interior makeover of the White House, his rants and whines and insults and complaints. It was (I hope) a wakeup call to those Republicans who reside somewhere in Sanetown and can see the MAGA brand is faded and dusty. Maybe, just maybe, Byron Donalds governs Florida as a moderate Republican. Maybe Marsha Blackburn thinks of Tennessee as a wee-bit more purple than yesterday. Maybe the GOP realizes (shit!) we need Latinos, and stops grabbing them off the streets beneath the nonsensical bellowing of “Public safety!”

Maybe.

Closer to home, we have to wait a bit to see what happens with some regional results—school boards and city councils and such. But I did get to speak at length with Chris Kluwe, whose Assembly run against the weird Gracey Van Derk Mark is gonna be tight …

Ultimately, this was a night America needed. Fuck, a night Jeff Pearlman needed.

Now, I can sleep soundly and feel good about tomorrow.

[alas, my wife snores]

PS …

Steve Hilton knows he can’t win

One final moment in the sun.

So over the past few days I’ve been fascinated by Steve Hilton, the MAGA Republican who is about to get boot stomped and fed moldy gum once the votes are counted and Xavier Becerra is deemed the victor and California’s new governor.

I am certain Hilton can’t win. For multiple reasons:

  1. He’s a Republican in California.

  2. He’s a MAGA Republican in California.

  3. He’s kind of a tool.

  4. He’s run a mediocre campaign.

  5. He smells of moldy cow.

And what always, always, always fascinates me in times like these is this: Steve Hilton 100 percent knows he won’t win tonight. The population tells him so. The times we live in tell him so. The polls tell him so. Like, there are literally zero indicators he has a hell’s chance. Which makes me wonder: As he does event after event, as he continues to shake hands and make promises and urge people to submit his name … what is he thinking?

Is there a delusional morsel of optimism? Is it ego flooding reason? Is it all performative; a last-gasp effort before he offers up a resume to Fox News and My Pillow TV in hopes of becoming the next Chris Christie?

I truly have no idea.

As this wraps, I’ve got no beef with Steve Hilton. He doesn’t seem like a particularly awful person; just a misguided MAGA fool thrust into a race he couldn’t win in a state that never bought what he sold.

After today, he’ll drift into the abyss; a long-ago Trivial Pursuit answer on a faded card, positioned alongside Gopher from Love Boat and the 1980 Phillies.

Farewell, Steve Hilson.

I mean, Steve Hilton.

Whatever.

NASA’s Neil Gehrels Swift Observatory reenters over Western Indonesia

Graphic based on tracking data shows where ’s Neil Gehrels Swift Observatory is believed to have reentered the atmosphere. Image: John Pisani/Spaceflight Now.

NASA’s Neil Gehrels Swift Observatory plummeted back into Earth’s atmosphere Wednesday over western Indonesia, ending nearly 22 years in orbit for the gamma-ray burst hunter after a failed attempt to rescue it.

Swift re-entered at 7:39 a.m. EST (1239 UTC) near 3 degrees north latitude and 99 degrees east longitude, over Indonesia’s North Sumatra region, according to U.S. Space Force tracking data later confirmed by NASA.

“NASA expected most of the spacecraft to burn up as it traveled through the atmosphere, but some components may have survived re-entry,” the agency stated in an update to Swift’s blog Wednesday afternoon.

The timing landed comfortably inside official forecasts. Earlier Wednesday, the Space Force had predicted re-entry between 6:42-8:42 a.m. EST (1142-1342 UTC) Wednesday. Swift came down pretty much in the center of that time period.

NASA had put the risk of anyone on the ground being harmed by any surviving fragments from Swift’s reentry at about 1 in 2,100.

An illustration of NASA’s Neil Gehrels Swift Observatory orbiting above Earth. The spacecraft utilized a trio of primary instruments to quickly detect and analyze gamma-ray bursts and other astronomical phenomena for more than two decades. Image: NASA

Launched from Cape Canaveral atop a Delta 2 rocket Nov. 20, 2004, Swift was designed to operate for two years. Instead, during a mission spanning more than two decades, it observed more than 2,000 gamma-ray bursts and studied more than 1,400 supernovae, swinging its telescopes toward fleeting cosmic explosions within about a minute and alerting observatories worldwide so they could follow up. Swift data have contributed to about 7,000 scientific papers, according to NASA.

Swift had no engine, and solar activity swelled the upper atmosphere, producing more drag than NASA expected and hastening its fall from low Earth orbit. NASA paid Katalyst Space $30 million to send a robotic tug, LINK, to grab Swift and push it higher, but the Katalyst-built craft lost control of its orientation weeks after its July 3 launch, and NASA called off the capture Aug. 19.

Swift made its final observation Oct. 20 from about 171 miles above the Earth’s surface.

“At launch, Swift was a first-of-its-kind multiwavelength observatory designed to study the most powerful explosions in the cosmos using its three telescopes,” NASA’s blog post announcing Swift’s re-entry states. “Swift has broadened our understanding of a wide variety of cosmic objects and events, from active galaxies powered by supermassive black holes and stars undergoing X-ray flares, to supernova explosions and comets and asteroids in our own solar system.”

What Drives Censorship on College Campuses?

There has been widespread concern about self-censorship on university campuses, and especially that conservative voices are being stifled. Using survey data from a private elite college, we show that self-censorship is not simply about being conservative: it is students with the most moderate views who self-censor the most. This pattern is associated with confidence and salience — students who are more confident in their views or who see an issue as especially important tend to hold more extreme views and to self-censor less. At the same time, conservatives self-censor at higher rates than liberals, and the same individual is more likely to self-censor on the views where they are relatively more conservative than on those where they are relatively more liberal; conservatives are also far more likely than liberals to cite concerns about social exclusion as a reason for self-censoring, and report self-censoring less outside the university community. Groups perceived as marginalized self-censor less than majority groups, and especially so on issues salient to them (e.g., Black students on BLM).

That is from a new NBER working paper by Peter Arcidiacono, Cory Dowd & Matthew Lilley.

The post What Drives Censorship on College Campuses? appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

How to install an app on your Commodore 64

It’s time to install an app! But here in 1986, we still call them “programs,� not apps. So, you’ll want to set aside some time to get started installing a program.

Since you have a Commodore 64, there are really only two options for getting new programs this month: COMPUTE!’s Gazette and RUN, and you have to hope that one of those magazines isn’t sold out at the book store. So let’s get going.

Go To The App Book Store

You will need to ask your mom if you can ride your bike to the mall. The dirt mall is closer, but the magazine stand at the dirt mall doesn’t carry any computer magazines, so you’ll need to take a longer ride to the good mall, where the book store actually has computer magazines. It’s a couple of miles to the mall, so usually you would have a friend come with you, but you called their house and nobody picked up, so today it’s a solo trip.

Only one book store carries computer magazines at this mall; the other one only carries magazines about “serious� topics, but they can order back issues of a magazine for you if you want, you just have to wait a few weeks and they’ll call you when it comes in.

The guy at the book store doesn’t know the difference between the different computer magazines, so you can’t ask him if they have the one you want in stock, and he’s probably not going to answer a kid anyway. So you just have to go through all the titles one by one, and hope nobody put a copy of People or Omni in front of it by accident.

There are no ratings, and no reviews of the programs themselves. The closest thing you get is the magazine’s own reviews of hardware — modems, mostly — and a cover that promises you the issue has the thing you want. This month’s cover has a “Buyer’s Guide To Modems� banner across the top.

The cover of COMPUTE!’s Gazette, March 1986 (issue 33), with Survivor as the lead feature and a “Buyer’s Guide To Modems� banner across the top

Once you’ve got a copy of COMPUTE!’s Gazette and you’re checking out at the store, you can see that it’s three dollars for the magazine (about nine bucks in 2026 money). If you’re lucky enough to have a five dollar bill, you’ll still have two dollars left over after buying the magazine. That means you’ll have enough money to swing by the record store later and grab a 45 of one of the new singles, like Sheila E.’s “A Love Bizarre,� written by Prince, or The Bangles’ “Manic Monday,� written by Prince, or Prince and the Revolution’s “Kiss,� written by Prince.

Pick Your Program

Now it’s time to race home with the new magazine in hand. You’ll have to wait for everybody to get off of the TV that’s by the computer so you can switch it over to the channel the computer is on and get down to work.

Turn on the switch, and you’re at the blinking blue cursor where it says READY. while the screen is still warming up a bit.

When it comes to installing apps programs, it’s all about options, and this month, we’re spoiled: there are two! They’re both games: Survivor, an arena game where, “if you’re quick of mind, eye, and hand, you might outfox your opponent,� and Shifter. Truly, an embarrassment of riches. Since Survivor is the one on the cover, we’ll go with that one.

(Two or three programs a month is pretty typical. That’s… the app store.)

Type It In

Getting this program running is standard stuff — you just read the article on page 36 that describes the game, and then flip to pages 106 and 107 where there’s the code for a short BASIC loader, and then continue on to pages 107 and 108, where there are 345 rows of densely-packed listings consisting of 9 hexadecimal character pairs, all of which have to be typed in perfectly with zero errors or else your entire game will refuse to run.

A quick sample of the early part of your task looks like this:

The start of the machine language listing for Survivor, from COMPUTE!’s Gazette, March 1986, page 107

After you’re done typing that page in, you’re about a quarter of the way done, assuming you didn’t make any mistakes.

Wait, what’s that? Where are you supposed to be typing these in? Simply type them into the MLX program where you… wait, what’s that? You don’t have the MLX utility that’s used to type in machine language code for games and programs listed in the magazine?

Oh, don’t worry, you’ll just need to type in the code for that program. There’s an article explaining what MLX is, which you can read really quickly on page 93, and then you’ll find the code for it on page 94. That one’s only 100 lines of code, so it should be easy enough to type in. And of course, you’ll know if you made any mistakes when typing, thanks to the Automatic Proofreader.

Wait, you don’t have the Automatic Proofreader program?

Well, no worries. It’s only another 31 lines of BASIC code, which you can find on page 97. (This one you have to type in perfectly on your own; there’s no proofreader for the proofreader.) Once you do that, you’re all set.

The Automatic Proofreader article and BASIC listing, from COMPUTE!’s Gazette, March 1986, page 97

Now, you can just use the program that lets you enter the program to make your program. It should only take about half an hour to type in the code for the Automatic Proofreader, and maybe another hour or two for MLX. Let’s call it two hours total between them.

After that, Survivor is ~30 lines of BASIC plus ~350 lines of hex code, so… maybe six hours? But at least MLX will catch any typos as you go.

Once all of this is complete, be sure to save your work to a floppy disk so you don’t have to type it all in again! If all you have is a cassette deck and you’re saving to tape, it’s going to take probably 10–20 minutes of staring at a blank screen when you save, so set aside some time for that.

In total, it should only take you about 8 hours to have Survivor ready to play, plus however long it takes you to get to the mall, buy a magazine, and come back.

Ready To Play

(Click or tap to get started.)

[This is Survivor by Kevin Mykytyn and Mark Tuttle, from COMPUTE!’s Gazette, March 1986, running in the VICE emulator. The game loads and runs on its own, which takes a few seconds.]

Controls: the yellow player uses W/A/S/D to move and F to fire; the cyan player uses the arrow keys to move and Enter to fire.

Next Steps

The Download

Someday, rather than typing all of this in, you might be able to use your 300 baud modem to download already-created versions of these games and tools. You could dial a local BBS, if there’s one nearby. If you’re unlucky, the only one you can reach is a long-distance call, and you’ll be paying by the minute for as long as you’re connected. Or you could look for a local dial-up number for the Quantum Link online service (which will eventually evolve into America Online!).

Transfer times can range from tens of minutes to hours, and of course during those calls, you are tying up what’s usually the sole voice phone line for the household. Anyone picking up a phone handset in the house threatens to knock your connection offline, forcing you to start the whole process all over again.

Customization

Now that you’ve enjoyed your game of Survivor, there are some fun ways to customize your little computer and give it a personal touch.

Just for context, here’s a to-scale comparison of the screen resolution of your Commodore 64 to the dimensions of an iPhone Duo’s unfolded screen.

Commodore 64 screen compared to the iPhone Duo inner display, at the same pixel scale A 2670 by 1878 pixel rectangle represents the iPhone Duo inner display. In its top-left corner, drawn at true size, is the Commodore 64 screen: 384 by 272 pixels including border, with a 320 by 200 pixel text area. The C64 fits about 48 times into the Duo display. On hover or focus, the C64 shows its READY. prompt and the Duo shows the 180 by 180 pixel App Store icon at the same scale. READY. Commodore 64 384 × 272 pixels (320 × 200 content area) Icon for scale 180 × 180 pixels iPhone Duo inner display 2670 × 1878 pixels
Hover over (or tap) the comparison to see a C64 prompt and an App Store icon at the same scale.

You can’t change the wallpaper on your Commodore 64, but you can easily change the background colors for both the center area of the screen and the border. All you have to do is manually assign the proper numeric color code to the correct memory register corresponding to the values of each of those settings.

Memory address 53281 will set the background color for the primary content area, and a color code of 1 sets a nice readable white background, so it only takes a simple POKE 53281,1 command at the prompt, and you’re all set. Similarly, POKE 53280,4 will make the border of the screen a nice bright purple color, and of course there are a full complement of 16 colors to choose from.

Naturally, none of this customization is stored anywhere permanent, and it will all be lost if you turn off your computer or run a program.

READY.

I hope you’ve enjoyed this brief overview of how to get one game running on your Commodore 64, and perhaps gained a little appreciation for how things have gotten a bit simpler over the years.

Also, I will be entertaining a motion to return to calling our software “programs� instead of apps once more. Perhaps we could use the term to distinguish the software that’s created by humans actually typing things in, as opposed to the kind that’s merely generated by machines?

Wednesday assorted links

1. Important people in the AI world.

2. Ted Nordhaus on Bill Nordhaus.

3. “That universities facilitate broader political mobilization can explain why governments often seek to restrict student activism.”

4. NYT obituary for William Nordhaus.

5. A new (job market) paper on how much does economic geography matter?

6. “Recent-graduate unemployment fell to 5.2%, its lowest level this year.”

7. Martian dust is a problem.

8. Stock market moves.

The post Wednesday assorted links appeared first on Marginal REVOLUTION.

       

Comments

 

MKBHD on the New A20 Pro iPad Mini

Marques Brownlee describes the two color choices as “annoyingly, slightly not black and slightly not white,” which is apt. He digs the acoustic display enough that he can imagine Apple bringing it to a future high-end iPhone (like if they do a big redesign next year for the 20th anniversary), but he says you can feel the whole iPad shake if you turn the volume up high enough.

And, of course, he dings it for not having a 120 Hz display, and wonders where Apple even sourced a high quality OLED that doesn’t support 120 Hz. I think that’s the wrong question to ask. It’s not about the display panel. It’s the display driver, and ProMotion requires a display driver that’s enough more expensive that adding it to the iPad Mini would either raise the price even further or cut into Apple’s profit margins. It’s the driver, though, not the panel, in my understanding.

 ★ 

Safari 27.3 Beta Adds Vertical Tabs and Adaptive Dark Mode

Juli Clover, MacRumors:

With iOS 27.3, iPadOS 27.3, and macOS Golden Gate 27.3, Apple is making major updates to Safari. The browser is getting a Vertical Tabs layout, which can be used instead of the standard horizontal tab bar. It’s a change that pairs well with the iPhone Duo’s larger display, but it is available across iPhone, iPad, and Mac.

Vertical Tabs are located on the left side of the display and use icons by default to save space, but there is an option to make the tab bar wider to show website titles as well. Vertical Tabs work with both Topics and Tab Groups to keep things organized. Topics are created when automatic Apple Intelligence tab sorting is turned on in iOS 27. Pinning tabs by dragging, quickly swapping between Tab Groups, and other features also continue to work.

I got an advance demo of this last week and I’m really looking forward to trying it. I’ve gotten very used to horizontal tabs over the years, but a long time ago I was a devoted user of the Omni Group’s OmniWeb browser, of which one of my favorite features was its vertical tabs. That was so long ago, the tabs went in a drawer.

Apple is adding Adaptive Dark Mode for websites that don’t have a dark mode design option by default. If you use Dark Mode and then browse to a website with a bright background color, Safari will offer an option to “Try” Adaptive Dark Mode.

There are some popular Safari extensions that offer this (e.g. Noir), but Safari 27.3 has the feature built-in, and the demo I saw looked great. It kicks in for light-background websites that don’t offer a dark mode alternative presentation, and it allows for web developers to explicitly opt out.

 ★ 

The New York Times (et al.) Sues Brave for Copyright Infringement, Selling Scraped Content to AI Companies for Model Training

Jay Peters, The Verge:

The New York Times and a group of other publications have filed lawsuits against the company that makes the Brave web browser over alleged unlawful scraping to train AI and also letting users bypass their paywalls, as reported by Reuters.

According to a complaint filed by the New York Daily News, the Chicago Tribune, and the Orlando Sentinel, Brave Software has monetized its index of scraped websites by, in part, providing AI companies with paid access to “real-time online content from the Brave Index.” The AI companies then use that index to train their models, access content to “respond to specific user queries,” or both. Brave has allegedly provided “stolen copyrighted content” to “many” AI companies including Anthropic, Perplexity, Mistral, xAI, and Cohere.

Brave also promotes “hundreds of top publishers” as being accessible through its “Paywall blocker” feature in its browser.

Brave’s monetization strategies have long been shifty AF.

 ★ 

Steve Jobs on His Final Quarterly Analyst Call: ‘We Think the Open Versus Closed Argument Is Just a Smokescreen’

After linking to it earlier today, I re-read Steve Jobs’s remarks from his last appearance on a quarterly analyst call. It’s a banger of a good read:

You know, even if Google were right, and the real issue is “closed” versus “open,” it is worthwhile to remember that open systems don’t always win. Take Microsoft’s “Plays For Sure” music strategy, which used the PC model — which Android uses as well — of separating the software components from the hardware components. Even Microsoft finally abandoned this “open” strategy in favor of copying Apple’s integrated approach with their Zune player, unfortunately leaving their OEMs empty-handed in the process. Google flirted with this integrated approach with their Nexus One phone.

In reality, we think the open versus closed argument is just a smokescreen to try and hide the real issue, which is, “What’s best for the customer — fragmented versus integrated?” We think Android is very, very fragmented, and becoming more fragmented by the day. And as you know, Apple strives for the integrated model so that the user isn’t forced to be the systems integrator. We see tremendous value at having Apple, rather than our users, be the systems integrator. We think this a huge strength of our approach compared to Google’s: when selling the users who want their devices to just work, we believe that integrated will trump fragmented every time.

Prescient.

 ★ 

Let’s Do This, People

7:45 PM: Okay, we still only have a few states reporting. But there are some important ones. And this is looking like it’s going to be a very long night for Republicans and perhaps not that long a night for reporting results. I don’t want to get ahead of ourselves but the details are looking that way. Buckle up.

7:06 PM: If you’re watching individual races don’t put much stock in any results unless you have a good handle on what’s early vote and what’s election day vote. We know that the early vote was landslide margins for Dems. And they’re often counted first. This is why you start to be able to understand what’s happening when you start seeing total results even in small counties. Then you get a real sense of swings.

7:03 PM: We’re about to get a bunch of results. But one thing to keep in mind is that we might see a somewhat different story in battlegrounds and non-battleground states. The general take about 2024 was that even though Harris lost, her campaign pushed the battleground further in her direction than the locked down parts of the country. So another possible dynamic to keep in mind. It might be rougher for the GOP outside the battlegrounds. But that can play out in unpredictable ways. You can have a big Dem swing. But in a very Red state most Republicans might still hold on.

6:36 PM: Another thing to keep an eye on is when races in what should be safe Republican seats don’t get called right when polls close. They’ll probably win most of those. But you get a read of what’s happening just by when some of these races can’t be called right away even if the Republican likely will end up winning it.

6:30 PM: As noted below, join us at 8 PM for our live videocast. For now, we only have reporting from a couple states. But we’re seeing some Republicans in pretty Red districts with real races on their hands. They may win those. But those seats being in contention point toward something bigger than your average wave. We’re seeing substantial swings in Indiana. Keep an eye on Indiana 5, Victoria Spartz’s district. That’s a R+8 Cook PVI district. Trump won it by 17 points in 2024. And she may have a race on her hands. (Remember that midterms can be weird. Different states can have different dynamics.)

Join Us Tonight for Our Live Video Coverage

We hope you will join us tonight starting at 8 p.m. eastern for our live videocast as we bring you live election results and commentary. It’ll be me and TPM Publisher Joe Ragazzo and pretty much the whole TPM cycling through to discuss different races over the course of the evening. We’ll also be answering your questions in real time over the course of the evening. You can either watch on our TPM YouTube page or right here at the website where the live feed will be embedded on the front page. Can’t wait to see you this evening.

This Election Will Not Look Surprising in History

This striking map from Apple News tells the story of the magnitude of the shift since 2024.

The late Lindsey Graham, on Twitter back in May 2016 (punctuation sic):

If we nominate Trump, we will get destroyed.......and we will deserve it.

The wheels of history grind slowly, but they do grind. By the time of his death, Graham was amongst the lickspittlest of Trump’s GOP toadies. Graham’s idiot sister ran for his vacant Senate seat in South Carolina and lost.

Former representative Liz Cheney, at the January 6 hearings in 2021:

I say this to my Republican colleagues who are defending the indefensible. There will come a day when Donald Trump is gone, but your dishonor will remain.

Winston Churchill, perhaps apocryphally:

Americans can always be trusted to do the right thing, once all other possibilities have been exhausted.

Abraham Lincoln:

You can fool some of the people all of the time, and all of the people some of the time, but you can not fool all of the people all of the time.

 ★ 

‘Political Reckoning Shatters Trump’s Grip on Washington’

Aaron Zitner, reporting for the Rupert Murdoch-owned Wall Street Journal:

Rarely in American politics has a president traded away so much political support so quickly.

The losses that Republicans suffered on Tuesday marked one of the most decisive repudiations of a president in modern history. President Trump had re-entered the White House with advantages he lacked in his first term: a victory in the popular vote, a cadre of aides eager to expand his authority and cultural currency that had NFL players doing the “Trump dance” in the end zone.

Only two years later, his political standing has collapsed, all because of a dramatic miscalculation of his power to shape events. A war of choice with Iran and tariffs imposed on U.S. trading partners betrayed his promise to avoid foreign entanglements and tame inflation. His extraordinary interventions in his party’s primaries left Republicans with a set of unusually weak candidates.

The Democrats went from out of power in Washington to a massive majority in the House and an apparent 55-45 or even 56-44 majority in the Senate. Keisha Lance Bottoms was elected the first black woman governor in history — in Georgia. By a 9-point margin. Texas elected Democrats to the Senate and governor’s mansion. Kansas elected a Democratic senator for the first time in 94 years.

The fever, finally, well and truly broke.

 ★ 

Apple Begins Opening Siri AI to Developers

Apple Developer:

Starting today with the iOS 27.3, iPadOS 27.3, macOS 27.3, and visionOS 27.3 betas, a new Developer Preview enables any developer to integrate their app with Siri AI, giving businesses and developers new ways to reach and serve their customers. [...]

This developer beta offers a sneak peek at Siri AI app intents for developers. With this early Developer Preview, your app can work directly with Siri AI, giving you a first look at new ways to reach and serve your customers. This preview provides early access before first shipping to customers in a few months; and with submission to the App Store opening up in the spring, developers have time to explore, build, and help shape their experiences before launch. Try it out and share your feedback.

As you explore early, we will follow up with more details about the terms and usage policies for experiences enabled through Siri AI. More to share soon.

Greg Pierce (developer of Drafts and other fine apps):

This sounds amazing, and I didn’t think we’d see App Intents integration into Siri AI until next WWDC.

Siri AI is getting to the point of underpromising and overdelivering, which is where you want products to be. In 2025 things were so bad, Apple had overpromised and not just underdelivered, but delivered nothing.

 ★ 

iPad Mini (A20 Pro) Review Roundup

David Pierce at The Verge, on the Acoustic Display:

It means the sound fires out of the front panel rather than from speaker holes. (Some TVs currently work the same way.) It doesn’t sound any better than before, maybe a tiny bit bassier, but it also doesn’t sound worse, and if anything it’s slightly better to have the sound actually pointed at you instead of out the sides of the tablet. Mostly it’s a wash in service of the ruggedization, which is good enough for me.

Stephen Robles, on YouTube, thinks it sounds muffled at high volumes and doesn’t seem to like how you can feel the whole tablet vibrate at high volumes.

Tony Polanco at Tom’s Guide liked the Acoustic Display sound quality and praised the battery life (but only had time to run the battery test once):

In the Tom’s Guide battery test, which involves continuous web-surfing over Wi-Fi with the display set to 150 nits of brightness, the iPad mini 8 lasted for an astonishing 14 hours and 24 minutes! That’s nearly four hours longer than the previous model and Apple’s claims.

John Voorhees at MacStories was impressed by the Mini’s local AI performance:

The mini’s local AI capabilities extend beyond software optimized for the Neural Engine. To explore those, I ran Qwen 3.5 4B (4-bit) locally using a benchmark built into Russet, a local AI and developer tool. The 512GB iPad mini averaged a pace of 40 tokens per second across four sessions on both tests that output 128 or 256 tokens with a time to first token of 0.32 seconds for the 128 output token tests and 0.36 for the 256 output token tests.

I couldn’t compare the new mini’s local AI performance to my 6th generation iPad mini because it only has 4GB of memory, which is too little for the models Russet offers for download. Instead, I downloaded the same model on my 11-inch M4 iPad Pro and ran the same Russet benchmark. The A20 Pro came out on top in my tests. The Russet tests I ran use MLX, which runs on the CPU and GPU, so they don’t measure the benefit of the Dual 16-core Neural Engine. However, they do demonstrate the A20 Pro’s serious local AI capabilities.

 ★ 

House Margins

NBC News currently projects that Democrats will hold 258 seats in the House in the next Congress – an 81 seat margin. Let’s assume that’s accurate; in any case, it won’t be far off. If that holds that will be the largest majority either party has held since 1990 – 36 years ago. It’s important to note that this was in the pre-1994 US political system in which Democrats still held large majorities based in large on incumbency in southern districts that were already strongly Republican. That changed decisively in 1994 and US politics has never been the same. The last time Republicans won a majority that large was, I believe, in 1928.

Thank You Again

I want to again thank everyone who joined us for last night’s election night video-cast. We had a great time (with an assist from the American electorate) and we hope you did too. It’s not quite as exciting as a rerun. But if you’d like to catch a few minutes of it just to see what it was like you can check it out here. We plan to do more of these. The written word remains our primary medium. But there’s a lot more that even a small organization can do with live coverage of events through video. If you joined us, we’d love to hear your feedback.

The Scope of the Wave

Just before 2 a.m., I’m trying to make sense of the Senate results. If I’m making sense of this right, Democrats have clearly won 54 senate seats, appear likely to win 55 and could still win 56.

The final uncertain seat is in Mississippi. The Times calls it a toss-up with a 61% chance of Republicans winning it. But election watchers I trust seem to think it’s just a bit more likely that Colom will win. To be clear, they’re only talking about likelihoods, and it’s a bit more likely, in their view, that Colom will win. To be fair to the Times, these are models that are fully devised in advance. And this is extremely close. When it’s that down to the wire, it’s down to picayune details, idiosyncrasies of particular counties that may just be hard for a model to fully capture. The people I’m following suggest that in the key counties where votes remain the last ballots tend to lean Democratic.

In any case, we don’t know what’s going to happen. Let’s put it this way: it’s a genuine toss up and there are real reasons to think the odds at least slightly favor Scott Colom.

It may have been on our most recent podcast that I got asked which Senate seat I would personally most like to see a Democrat win. I chose this seat, even though I thought it pretty unlikely. I simply like Scott Colom. And some of it is history. To see a Black Democrat win a Senate seat in Mississippi as, among other things, a rebuke to the Callais decision, which effectively repealed the Voting Rights Act. It would be a sweet moment of righteous rebuke.

We’ll see what happens.

It’s going to take a bit of time to work through all the numbers, but a voting backlash by Black voters, especially in the Deep South, is one of the big stories of the night. That is along with a massive swing in Hispanic voters back to the Democrats.

One final thought. Florida is not simply a red state. Tonight it was the citadel. Democrats had key House wins. But for Senate and governor, it was one of the few states that were seen as at all contested in which both Republican candidates hung on.

Thanks to Everyone Who Joined Our Video-cast

Thank you to everyone who joined us for tonight’s livecast. We had about a thousand people watching through most of the evening from 8 PM to around 12:30 or so. We really enjoyed it and we hope you did too. We’re going to be doing more of these.

As I’ve noted a few times, polling is just a predictive artifact. None of all those polling questions matter now. But one thing is worth observing simply to think clearly about the unpredictability of polling error. It will take a while for numbers folks to crunch all the numbers. But simply look at the Senate races it’s clear that while some polls were accurate quite a number of them significantly underestimated Democratic strength – South Carolina, Texas, Iowa and a number of others. This isn’t an exhaustive list. I’ve been on our video-cast for almost five hours. I’m a bit fried. But again, polling error doesn’t just underestimate Republicans. It goes both ways. It’s unpredictable.

In Crushing Blow to Fascism, Voters Repudiate Republicans

I really didn’t think it would be quite like this. The only question is if the midterms should be referred to as a blue tsunami or a blue(-mediated) extinction event. What happened in Texas in particular is a full body blow to Republicans; with Texas it’s not just the seats, but it’s also a morale crisis, as this is the complete dissolution of a Republican stronghold. And remember that, in Texas, the state races were heavily gerrymandered, and Democrats still did great. In North Carolina, Democrats control the state House for the first time in sixteen years.

I could go on and on, but this is a crushing defeat–and it’s important that the political commentariat call it as such. They’re already trying to spin it as “people hate Republicans, not like Democrats”–something they never do with much less decisive Republican victories. Have no doubt: this is a crushing defeat for Republicans and for Trump.

Also, in the mainland colony known as the District of Columbia, the foie gras ban passed 73-27. Freedom is on the march.

(I’ll have more to say about the elections, but last night was a late night).

DETUMBLER: Airbus’ Passive Spin Stabilization Solution

The tumbling crisis: why dead satellites threaten orbit Every year, hundreds of satellites reach end-of-life, most are deorbited, but some fail abruptly. Yet, even when properly decommissioned, some dead satellites […]

The post DETUMBLER: Airbus’ Passive Spin Stabilization Solution appeared first on SpaceNews.

Fortune Telling and Speculative Design

Practical tools for design engineers to explore possible futures through speculative design

Simera Sense and Spacemanic to Collaborate on a New Complete Dual-Use Mission Solution

Czech company Spacemanic and Belgian optical leader Simera Sense are teaming up to deliver a new dual-use satellite solution that can compete with bigger and heavier satellites. Simera Sense xScape200 […]

The post Simera Sense and Spacemanic to Collaborate on a New Complete Dual-Use Mission Solution appeared first on SpaceNews.

Like aliens

Photo of a round well viewed from inside, with bright light at the top and wooden walls surrounding it.

Like living metaphors, these self-contained miniature worlds show us the wondrous and fragile beauty of our biosphere

- by Aeon Video

Watch on Aeon

Meet California's first Latino governor. No, not Xavier Becerra

Maybe you have not heard the name but Romauldo Pacheco held numerous titles in California's history: state treasurer, judge, state senator and assemblymember, and the first Latino that California sent to Congress -- after his brief stint as governor.

China’s AI stock-market struggles are a warning

What happens when the supply of new tech catches up with demand?

America’s renters are in serious trouble

Several gauges of their financial health are flashing red

The election

Procedurally it seems to have gone just fine, and the people predicting “the end of democracy in America” now look foolish.  They have been suffering under fundamental misunderstandings of how this country works.  During this election cycle, democracy never was under threat and the United States has not been under risk of fascism.

Rising in status:

Matt Yglesias (socially moderate Democrats did very well)

Normie social science results on campaign finance

Nate Silver predictions

Falling in status:

Tariffs

Corruption

War with Iran

Wealth taxes (losing in CA)

Gerrymandering (came back to hurt Republicans, given the Blue wave)

And there you go.

The post The election appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

Trade and the end of antiquity, or did Islam serve to deglobalize the world?

How did trade and economic activity evolve at the End of Antiquity, when political power shifts away from the Mediterranean towards the Middle East and northern Europe? No records of ancient production, consumption, and trade exist. Yet the composition of coin finds reveals information about monetized transactions, as coins gradually diffused along trade routes. To recover trade and consumption time series, we assemble a database of half a million ancient coins from the fourth to the tenth century and estimate a dynamic model of trade and money. Our estimates suggest that: Mediterranean trade was disrupted by the newly formed border between Islam and Christianity; economic activity shifts away from the Mediterranean starting in the sixth century; real consumption peaks in the Middle East in the eighth century; and by the end of the ninth century, Islamic Spain and Frankish northwestern Europe are the wealthiest regions of the ancient western world.

Recently published in Econometrica, by Johannes Boehm.

The post Trade and the end of antiquity, or did Islam serve to deglobalize the world? appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

This space company is betting its future on a propellant available everywhere

Robert, Ryan, and Kirby Carlisle are three engineers who worked at SpaceX during the Falcon 9 era, seeing the revolution in the global launch industry from the inside.

The brothers launched rockets, refurbished rockets, and sold rockets. But when it came time for them to leave SpaceX and start their own space company—a lifetime dream for the Carlisle brothers—they chose not to build rockets. Rather, they focused on spacecraft.

In late 2022, the three Carlisles founded Argo Space to build infrastructure in space. Their vision was not just in-space transportation but also removing the need to use propellants from Earth to move around the heavens. They chose water, which is potentially harvestable on the Moon and found all over the Solar System, as a means of propulsion.

Read full article

Comments

Navigating the Chaos

And it’s out. The ebook is a collection of Substack posts, many previously paywalled. The posts are organized by theme, with additional material laying out each theme, but otherwise published “as is” — this is intended, as the subtitle says, as a chronicle of our disturbing times, as events happened. Here’s the Amazon link.

Moment of Truth

4 reasons why biting your nails can also damage your teeth | Sloan Dental

If the stakes were lower, tonight wouldn’t be too stressful. The polls, expert analyses, and the prediction markets all say that Dems have a lock on the House and around an 80 percent chance of taking the Senate.

But since the very idea of America is on the line, I’m as nervous as everyone else. Talking about what the election means and what Democrats should do feels like jinxing at this point.

I’m finding this stripped-down version of the Battle Hymn of the Republic, recalling another time the nation’s soul was on the line, somehow appropriate.

Nosedive

November 3, 2026

On Sunday afternoon, nine people died when a Learjet rocketed into the ground of a suburban neighborhood of Palm Beach County, Florida.

And I mean rocketed. Chances are you’ve seen the dashcam footage. The most chilling part, to me, is the missile-like acoustics — the Doppler shriek of the engines as the plane flashes briefly into view before disintegrating into oblivion. Its speed when it hit the ground has been estimated at around six-hundred miles per hour.

A freeze-frame image shows both of the Learjet’s horizontal stabilizers missing. Those are the small wings in the back, the rear-hinged portions of which are called elevators, that provide a plane’s pitch control — its nose-up or nose down orientation. Without them, the plane is going in one direction only: down.

Reportedly, the stabilizers and other parts of the tail were found nearly four miles from the crash site. One question is whether they detached before or during that horrendous nosedive. Did their detachment cause the dive, or did the dive tear them away?

My money says the latter. I’m leaning towards a theory that the pilots found themselves within (or very close to) a thunderstorm, battling heavy turbulence and ice accretion. The plane ended up in an aerodynamic stall from which the crew failed to — or could not — recover. It then began to plummet at a speed and attitude beyond its design envelope. The stabilizers and other parts were subsequently ripped off, making the plummet even more extreme.

Inflight icing can, if unchecked, lead to a loss of lift and potentially a full-on stall. Smaller planes are more susceptible to this than commercial airliners. A Learjet is comparatively small, but like any sophisticated aircraft it has deicing equipment built into its wings, engine inlets, air data probes and so forth. It’s possible, however, that unusually severe icing, perhaps combined with strong turbulence, caught the pilots off guard. A failure or malfunction of the deicing system is also a possibility.

The stall recovery technique would be basic: lower the nose, level the wings, add power. And be careful to avoid a secondary stall by easing the nose up too soon. Easier said than done. A stall in a jet isn’t like a stall in a Cessna; it can take thousands of feet to recover, and Learjets are known to be particularly stall-unfriendly. Add ice to the mix and you’ve got a highly dangerous situation. Icing changes the contours of the wings and can make the characteristics of a stall more violent and unpredictable.

Which brings us to the next question: how did they get themselves into the throes of such weather in the first place? If there’s one thing pilots avoid at all costs, it’s thunderstorms. Were they trying to fly safely above the weather — a tactic fraught with risks? Were the radar returns deceptively docile-looking? Or did they simply underestimate, or misinterpret, what they were dealing with?

The less likely scenario has the stabilizers coming off before the high-speed plunge, effectively causing it. If so, similar questions arise. Did they detach from extreme turbulence? Did the pilots overreact to a turbulence encounter and cause a structural failure? Did icing contribute?

One way or the other, the plane probably shouldn’t have been where it was. How and why it got there is the biggest question of all.

The copilot was only twenty years-old — a very young age to be at the controls of a private jet. The captain was 55 and presumably a lot more seasoned. We don’t know if their backgrounds or experience levels were a factor, though surely it’ll be looked at.

 

Learjet photo courtesy of Jeffry Surianto

The post Nosedive appeared first on AskThePilot.com.

Qwen 3.8 27B on my laptop can interpret model weights, too

Yesterday's hot paper was Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights by Rikiya Takehi, Jayden Teoh, Alex Zhang, and Omar Khattab. The paper (OK, the authors classify is as a "blog post", but it's paper-shaped) found that frontier models, in particular GPT-6 Astra, can both interpret and modify the raw weights of a machine learning model - literally a text description of the model containing a bunch of floating point numbers. I've been playing with one of the examples from the paper and I'm delighted to share that Qwen 3.8 27B running on my laptop can do this as well!

Weight-Space Programming

Here's the highlight from their abstract, describing impressive capabilities for GPT-6 Astra and coining the term Weight-Space Programming for when LLMs analyze and modify model weights:

Just by looking at the raw weights, GPT-6 Astra can tell what a network was trained to do. And without any environment feedback, it has no trouble writing, from scratch, small game-playing networks that outplay networks trained with PPO for 100 million steps.

Likewise, asked to make Qwen3.5-0.8B better at math without gradients, Astra identifies an issue in its weights causing reasoning loops that Qwen’s own model card warns about, and fixes this by natively editing 0.016% of the weights. With the same sampling settings, this weight correction raises MATH-500 from 7.9% to 48.1% and generalizes out of the box to instruction following, raising IFEval by 3x.

All of this is possible without allowing Astra to write training loops. It uses its reasoning to figure out what each part of a neural network computes, or should compute, and changes the weights accordingly. We call this Weight-Space Programming.

The paper combines two topics that I think deserve to be treated separately. The first is what models can do with raw weights without running tools or executing code. The second explores how well models, once armed with code, can run operations to update and improve other models.

spaCy author Matthew Honnibal called the paper misleading for conflating the two, and Sean Goedecke deconstructed the Qwen3.5-0.8B update example as taking the same steps that a human ML researcher would use.

I'm going to focus on the no-tools question, which I think is the more interesting of the two.

The paper presents the first question as Can LLMs understand model behaviors from weights? They trained four neural networks to play simplified 10x10 grid versions of four classic computer games - Breakout, Pong, Pac-Man, and Freeway (I had to look that one up, it's an Atari 2600 game from 1981). Then they fed those weights (as floating point numbers) to an LLM along with the following question:

The weights below belong to one policy network that was trained with reinforcement learning to play a game on this grid. Which game was it trained on? Work from the weights. You have no tools: no code execution, no calculator, nothing to run. This is a single response.

The GitHub repository that accompanies the paper is RikiyaT/lm_understand-logs. The exp1_which_game folder contains the prompts they used, with weights for the four games:

I checked and, aside from the weights, each prompt is identical to the others.

Trying it out with Qwen 3.8 27B and other models

The prompts on GitHub are self-contained. My LLM tool has a -f/--fragment option which can be passed the URL to a text file to use as a prompt, which means I can run any of the above like this:

llm -f https://raw.githubusercontent.com/RikiyaT/lm_understand-logs/refs/heads/main/exp1_which_game/runs/breakout/prompt.txt \
  -m openrouter/moonshotai/kimi-k3.1-pro

This example requires the llm-openrouter plugin installed, and runs the Breakout prompt against Kimi K3.1 Pro via OpenRouter. Here's what I got back from Kimi K3.1 Pro, which successfully guessed Breakout after 9m 41s and 19,493 reasoning tokens.

But how about Qwen 3.8 27B? That's still my favorite model to run on my own laptop - it's just 17GB (I use this version) and somehow feels close to the leading proprietary models of 2025.

I fired up LM Studio, ensured Qwen 3.8 27B was loaded with a long context window (the default 8192 context failed with errors), installed the llm-lmstudio plugin and ran this command:

LMSTUDIO_TIMEOUT=900 \
  llm -f https://raw.githubusercontent.com/RikiyaT/lm_understand-logs/refs/heads/main/exp1_which_game/runs/pacman/prompt.txt \
  -m lmstudio/qwen/qwen3.8-27b

(I had to bump the timeout up using an environment variable, see this issue.)

After 46m 12s and 43,506 reasoning tokens, Qwen on my laptop returned a response that ended like this (here's the reasoning trace):

Game: A simplified Pac-Man-style gridworld: an agent moves through a fixed 8x8 maze with central and corner wall blocks, moving objects/ghosts, and reward targets/pellets.

Description: The agent navigates a fixed maze-like 8x8 board, using current agent/moving-object/previous-frame cues to move through corridors, collect reward-target cells, and avoid moving objects or hazards.

Confidence: 72%

This is impressive. I tried it on two of the other games as well. It identified Pong (reasoning) in 1h 4m 54s:

Pong — specifically a Pong-like paddle/ball game where the agent controls a vertical paddle on the right side and must move up/down to intercept or return a moving ball/reward object.

Description:

The agent moves a right-side paddle vertically to hit or catch a moving ball-like reward target moving across the 8×8 field, while a left-side moving object/opponent and wall borders define the play; reward is obtained by successfully intercepting/returning/scoring the ball, and missing or failing to hit it is penalized.

Confidence:

75%

And Breakout (reasoning) in 52m 25s:

Game: Breakout, or an Arkanoid-like paddle/ball/brick game.

Description: The agent is a paddle on the bottom row and moves left/right to keep a ball in play; the ball moves around the upper grid, and bricks/reward targets in the top rows give reward when hit, while missing the ball/hitting the bottom wall ends the episode or gives penalty.

Confidence: 88%

Qwen failed at the Freeway prompt, which didn't surprise me considering that game is more obscure than the other three. Here's that transcript - Qwen thought it was "A simplified Pac-Man-like grid game: agent moves 4-directionally".

The reasoning traces are fun to skim, and almost incomprehensible. Here's a sample:

What about agent channel0? We see some large channel0 rows near row8 col7/8 and maybe bottom? Let's list channel0 large: line436 input435 (row8 col7 ch0) -2.107,1.169,0.513...; line441 input440 (row8 col8 ch0) -0.376,0.010,1.564,3.855...; line445 input444 (row8 col8 ch4) 0.142,0.491...; line382? input381 ch0? Wait line382 input381: 381//5=76 (row7 col6), ch1? 381%5=1? 76 * 5=380, ch1. So not. Channel0 large maybe at row8 col7/8 only. Also top row? line44 input43 ch3, line49 ch3. Channel0 large maybe not many. Agent position could be near bottom-right? If the agent is typically at bottom-right?

That said though, I expect a sufficiently experienced human being armed with a notepad and a pencil could get there with enough effort.

It's a cool paper, but some of the wider commentary I've seen around it does not feel justified. I'm not ready to declare that the age of source code is over and our future involves incomprehensible machines editing their own model weights in incomprehensible ways.

Tags: machine-learning, ai, generative-ai, local-llms, llms, qwen, paper-review

Tuesday 3 November 1663

Up and to the office, where busy all the morning, and at noon to the Coffee-house, and there heard a long and most passionate discourse between two doctors of physique, of which one was Dr. Allen, whom I knew at Cambridge, and a couple of apothecarys; these maintaining chymistry against them Galenicall physique; and the truth is, one of the apothecarys whom they charged most, did speak very prettily, that is, his language and sense good, though perhaps he might not be so knowing a physician as to offer to contest with them. At last they came to some cooler terms, and broke up. I home, and there Mr. Moore coming by my appointment dined with me, and after dinner came Mr. Goldsborough, and we discoursed about the business of his mother, but could come to no agreement in it but parted dissatisfied. By and by comes Chapman, the periwigg-maker, and upon my liking it, without more ado I went up, and there he cut off my haire, which went a little to my heart at present to part with it; but, it being over, and my periwigg on, I paid him 3l. for it; and away went he with my owne haire to make up another of, and I by and by, after I had caused all my mayds to look upon it; and they conclude it do become me; though Jane was mightily troubled for my parting of my own haire, and so was Besse, I went abroad to the Coffeehouse, and coming back went to Sir W. Pen and there sat with him and Captain Cocke till late at night, Cocke talking of some of the Roman history very well, he having a good memory. Sir W. Pen observed mightily, and discoursed much upon my cutting off my haire, as he do of every thing that concerns me, but it is over, and so I perceive after a day or two it will be no great matter.

Read the annotations

Links 11/3/26

Links for you. Science:

Where to Find the Colors Your Screen Can’t Show You
The Currency of the Journal Article Is Collapsing
Yakima County resident dies from complications of bird flu after dairy exposure
The Year Math Changed Forever. A.I. is solving problems that stumped the field for decades. Mathematicians look to Terence Tao for guidance on their altered world.
Symptom Misrepresentation to Obtain Antibiotics
Third person dies of bird flu since virus started jumping to livestock
Antimicrobials in a Box: A Primer on the Risks of Direct-to-Consumer Antimicrobial Preparedness Kits

Other:

A Seaside Shrine to the Slaveholders’ Insurrection
Popularist Public Ownership
Even Republicans Want Ken Paxton to Lose
“You Don’t Want to Visit”: Why U.S. Allies Are Avoiding D.C.
What South Africans Know About Elon Musk
The Orbán Fake-Out
Judge Launches Investigation Into Trump Officials In East Potomac Renovation Case
Suddenly, MAGA’s Biggest Players in the House Are in Danger of Defeat
FBI Agents Have Been Instructed to Stay Away From D.C. Polling Sites
The Most Extreme, Toxic, Bizarre, Scandal-Plagued Candidates of the 2026 Midterms
Trump Has Gotten Richer — It’s Not Going to Republican Campaigns (lol, of course it’s not)
Fox News loses its grip on the culture wars
The Racism Scam
We Left Them No Choice But To Be Evil
What the Economy Is Sacrificing to AI
‘Theobros’ Want to Strip Women of the Right to Vote—But Only After They Vote Republican in the Midterms
The Online Right’s Closing Campaign Argument: Fascist Anakin Skywalker Memes
Donald Trump’s Vietnam war comment raises eyebrows
The New York Times Terminates Contract with Romance Columnist Olivia Waite After Bluesky Repost
What We Should Hear From The Winners Tonight
Separable
Midterm Countdown, Zero Days to Go.
Trump floors Fox News with bonkers bombshell out of nowhere: ‘We won’t be paying Israel’
Democracy Is A Kitchen Table Issue in 2026
Judge Calls for More ICE Agents on Witness Stand: ‘Willing To Lie’
Google Will Turn Off Search for Schools That Reject A.I. Google is making it easier to restrict its A.I. tools for students. But schools that block A.I. entirely will lose student access to Google’s search engine
Trump assaulted freedom. Americans are fighting back. That’s the story of the midterms
How GOP Election Boards Are Attacking College Voters. Students now face a “modern-day poll tax” to vote in key Senate battlegrounds.
Matt Drudge No Longer Rules Our World
How Trump Is Helping Netanyahu Steal Israel’s Election

A Few Election Day Thoughts

In no particular order:

  1. Since people like predictions, putting on my analytical thinkin’ cap, Democrats will get 52 Senate seats and 240 House seats. Taking off that hat, and donning my ‘avoiding psychological trauma’ hat, my lower boundary is Democrats get 49 Senate seats and 225 House seats.
  2. Haley Stevens might have inadvertently helped Democrats rally around the flag (so to speak).
  3. One thing to keep in mind is that all of these races will move in a correlated fashion, albeit not in lockstep. In other words, there really isn’t a world where Annie Andrews ekes out a win, but Ossoff loses.
  4. Given the previous statement, two House races that will be bellwethers are KY-6 and Republican Andy Harris’ seat in Maryland. If Democrats do well in those races (never mind manage to win one or both), it’s going to be a really bad night for Republicans.
  5. If there’s a polling result I don’t believe, it’s Troy Jackson doing several points better than Collins (in Maine), which I’ve now seen in two different polls. I hope I’m wrong!
  6. I’m trying not to be pedantic about margins of error in polling, but it’s really hard.
  7. Obviously, if you haven’t voted yet, go vote!

Taryn Palumbo’s final stretch

Taryn Palumbo

I had the chance to throw a few questions at Taryn Palumbo, one of four Democrats scratching and clawing for a spot on the Huntington Beach City Council. I’ve become a huge Taryn admirer these past bunch o’ months, and hope Surf City voters make a wise decision. Stay tuned …

TRUTH OC: What are your emotions as this crazy experience winds down?

TARYN PALUMBO: I am grateful! And exhausted. This has felt like far more of an intense experience than “just a city council race” but I am so lucky to have gone through it with an incredible team of supporters. So many community supporters who have been all-in since day 1, plus I have three amazing people on my slate. 

TRUTH OC: What’s the best part of a political campaign? The worst?

TARYN PALUMBO: Best? Getting to be out and about meeting with people. I truly love chatting with constituents. The worst? Fundraising and social media. It should not be so expensive to try and make a difference in your community. And well, on social—people are just mean! I truly cannot believe the things people say from behind the computer. You know your name is still attached, right!? 

TRUTH OC: In this kind of experience, do you try and prepare yourself for the best or the worst? And what does that look like?

TARYN PALUMBO: I am cautiously optimistic. Honestly, I prepare for the worst while hoping for the best. So I am doing everything I can until the last moment and then I am just going to take a deep breath and treat this as an extraordinary experience that—for better or worse—I can tell my kids about. 

TRUTH OC: What has been your greatest single moment on the campaign trail?

TARYN PALUMBO: The very first time I announced I was running for office. I was so nervous. I had no public persona or presence. And the response was so incredible and made me feel like I could actually do it!

TRUTH OC: Besides it being your home, why is it so important for you to fight for Huntington Beach?

TARYN PALUMBO: It is not about just fighting for HB. It is about fighting and standing for democracy, and the rule of law, and what is right. And while I can’t do it on a national level I can do it here. So it is just a small thing I feel like I can do to fight for what is right.

November 2, 2026

Tomorrow is Election Day.

Trump made his closing argument for the midterm elections in a speech today at the Lincoln Memorial Reflecting Pool. The choice of location made Democratic consultants exultant. The reflecting pool has become a symbol of the Trump administration: an expensive boondoggle that failed immediately.

After touting his experience as a developer and claiming he was an expert at building pools, Trump refused to accept the conclusion that the installation had been faulty—a conclusion the contractor agreed with—and instead insisted that vandals had ruined the project. Under his control, the Department of Justice went so far as to launch a criminal case against a man who reached into the pool to touch the liner. In October, a judge dismissed the case.

Highlighting the reflecting pool in the last hours before Election Day recalled the Greek myth of Narcissus, the young hunter who falls in love with his own reflection in a pool and is unable to tear himself away. In today’s world, that choice also seemed to show Trump’s conviction that he can shape the narrative according to which Americans act.

But his speech seemed to prove the opposite.

The very small audience heard Trump go on and on about the reflecting pool, showing photos of the repairs, seeming to want to convince people that he was the brilliant developer who had fixed a problem 100 years in the making and that his efforts had been beset by vandals. It’s possible his speech writer intended for the theme to suggest that Trump was fixing the U.S. as he fixed the reflecting pool, but Trump’s obvious interest was in his Washington, D.C., projects rather than the nation. He didn’t move off the reflecting pool, algae, bubbles, granite, vandals, and liners for the first 16 minutes of his speech.

Then he turned to his usual wild exaggerations—the investments he has drawn to the U.S., the thousands of criminals he’s captured, the school “mutilizations” of children, his conquest of Greenland and Venezuela to give the U.S. control of “almost 50% of the world’s oil,” his victory over Iran, and so on—before veering back to his Washington projects, including replacing the “very inferior grass” at the White House, near his new helipad. He boasted of repairs he’s made to fountains, then turned to praise his planned “triumphal arch military complex,” his “National Garden of American Heroes” to be filled with statues of Americans he admires, and his new Washington, D.C., golf course.

“[I]t’s a golden age of America,” he concluded. “We have a country that we can be proud of again. We were laughed at all over the world for four years. We were laughed at like we were stupid people. We were laughed at by every ruler, every president, every prime minister, every king, every queen, but they don’t laugh anymore. Thank you very much, everybody.”

We will not know the results of the midterm elections until after the polls close and votes are counted, but early voting and polling suggest this election will see a Democratic wave.

Certainly, Republicans appear to be preparing for such an outcome. Alec Hernandez, Meredith Lee Hill, Erin Doherty, and Andrew Howard reported in Politico today that Republicans are bracing for big losses and are already privately blaming Trump. His trade wars, attacks on immigrants, killing of U.S. citizens, war on Iran, corruption, and alliance with Russia’s President Vladimir Putin, as well as his lack of concern for the cost of his actions on the American people, have ruined his popularity and leave Republicans with little to run on.

“We all know who the problem is,” a Republican strategist told the Politico journalists. “It’s Trump. And do we continue down a path of losing?”

But this moment is far bigger than Trump.

At key moments in American history, the majority of voters have woken to the reality that a small group of men has rigged the system to funnel the wealth produced by ordinary people into their own pockets. With that wealth, they have bought power and undermined democracy in favor of themselves.

The potential for this perversion of the principles of the Declaration of Independence—that all people are created equal and have the right to an equal say in their government—became clear even before the creation of the United States of America. Shortly before the Revolutionary War, Daniel Boone had crossed the Appalachian Mountains and reported back to Virginians the miraculously rich resources of the land to the west, the land called “Kentucke.”

When the Revolutionary War ended, settlers rushed to push aside Indigenous Americans and lay claim to Kentucky. Once there, they quickly discovered that equality was not the inevitable result of economic freedom. Some men settled on better land than others, some had family money, some were just lucky, and quickly, those men accumulated more than others.

Along with their wealth, Kentucky’s landowners gained political power, which they used to secure legislation that promoted their interests at the expense of poorer settlers. Wealthy men came to control the government by working with lawmakers who shared their values and by buying the channels through which voters got information. Gradually, the laws they put in place circumscribed other men’s ability to rise, and wealth moved upward. Equality of opportunity faltered.

In 1787, when the Articles of Confederation were still in force, the congress assembled under that document passed the Northwest Ordinance, which was designed to prevent wealthy men from dominating the new western lands. The measure outlawed both primogeniture—the system in which the oldest son alone inherited a family’s wealth—and slavery, systems that the men who wrote the Northwest Ordinance believed were instrumental in concentrating wealth.

The men who wrote the Northwest Ordinance thought it would protect democracy, but over the next fifty years, a handful of wealthy enslavers tightened a stranglehold on the South. After 1854, when their intention to control the whole nation became obvious, Americans from a range of political parties came together to oust them from power. They created a government that worked to develop the economy from the bottom, educating young men and giving them land to farm. They tried to make America into a land where every man, regardless of race or background, could rise through hard work. They abolished human enslavement except as punishment for crime, then gave freedmen the vote to enable them to protect their own economic interests.

They argued that a government “of the people, by the people, for the people,” had a responsibility to expand economic growth that benefited everyone.

But that vision came under attack after the Civil War, as men who opposed Black rights began to insist that government-funded programs that protected formerly enslaved people and helped immigrants redistributed wealth from hardworking white taxpayers to the undeserving. Money and power again began to concentrate at the top of society, among those who became known as “robber barons.” When their control of the government helped to crash the economy in 1893, the American people once again came together to oust them from power, and the Progressive Era recreated a government intended to work for everyone.

The same old pattern of demonizing Black Americans and immigrants for supposedly stealing tax dollars repeated. Men determined to control the country insisted that government regulations and taxes took away a man’s liberty to run his business as he saw fit and undermined the individualism that made America great. In the 1920s, they convinced American voters to turn the government over to businessmen, whose policies, once again, concentrated wealth. When the bottom fell out of that system in 1929 with the Great Crash, Americans came together to demand government work for all Americans, rather than a privileged few.

The system they created promised a “New Deal” for the American people, and most Americans thought the system that regulated business, provided a basic social safety net, promoted infrastructure, and protected civil rights was so popular it would last forever.

But President Ronald Reagan began to undermine that system in the 1980s, insisting that the modern government redistributed the tax dollars of hardworking white men to people like the “welfare queen,” who played the system to live large without working. Like their predecessors from a hundred years before, Reagan and his allies claimed such a system was perilously close to socialism.

And, as before, cuts to regulation and taxes helped money—more than $50 trillion—move upward to the richest 1% of Americans. With it moved political power. Republican-dominated states suppressed voting by likely Democratic constituencies until we are now, in 2026, seeing people having to wait for hours to vote or having to march to distant polling places while billionaire Elon Musk pumps at least $446 million into the midterms to buy Republican control of Congress.

Still worried about losing, the administration is trying to rig the midterm election. After losing repeatedly in the courts over their demands to segregate 20,000 California ballots they insist might have been cast by noncitizens, it today appealed the question to the United States Supreme Court. California officials have said the list was haphazard and inaccurate, and today, in a different case, a Department of Justice lawyer told a judge it was “fair” to say the list has a “high” error rate.

This evening, the Supreme Court denied the administration’s emergency appeal to require California officials to set aside those 20,000 ballots.

The Republicans’ fear comes from the fact that the open looting of the government in Trump’s second term appears to have revealed to a majority of the American people that the policies the Republican Party has enacted since 1981 benefit only a few. Once again, it seems, Americans are coming together, ready to follow the pattern of the past and rebuild a government that works not just for the wealthy, but for everyone.

—

Notes:

https://calmatters.org/politics/2026/10/trump-voting-claims-counties/

​​https://abc11.com/post/trump-administration-appeals-supreme-court-push-sideline-20000-california-mail-ballots/20008299/

https://www.politico.com/news/2026/11/02/republicans-blame-trump-midterms-2026-01143980

https://abcnews4.com/news/nation-world/charges-dismissed-permanently-olympian-david-hearn-reflecting-pool-canoeist-prosecutors-refiling-pirro-jeanine-attorney-general-doj-dc-washington

https://www.motherjones.com/politics/2026/09/we-toured-trumps-dc-vanity-projects-its-a-mess/

https://time.com/5888024/50-trillion-income-inequality-america/

https://www.theguardian.com/us-news/ng-interactive/2026/oct/31/elon-musk-midterms-spending-visualized

YouTube:

watch?v=2ONk9n1gu4M

Bluesky:

ariberman.bsky.social/post/3mzdxtqnsjk2q

thetnholler.bsky.social/post/3mzf2liqyck2j

victinibcn.bsky.social/post/3mzem3x5qv223

rgoodlaw.bsky.social/post/3mze5mhnvpk2f

chrisgeidner.bsky.social/post/3mze55fytws2m

kelseyreichmann.bsky.social/post/3mzefvgbwyk2m

Share

Ireland fact of the day

Almost half of Ireland’s corporation tax haul comes from just three companies: Apple, Eli Lilly and Microsoft.

Here is much more from Jude Webber at the FT, on why Ireland does not always feel or operate like a wealthy country.

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

       

Comments

Related Stories

 

Tuesday assorted links

1. Jason Furman on AI and the CEA.

2. Matt Kahn uses Refine and gets results.

3. Cyril Hilsum, RIP (flat screen TV, NYT).

4. How much of the return to education is in fact a return to genes?

5. Essay contest on how AI will affect developing economies.

6. AI sanity from Nicholas Decker.  And Samir Varma on AI constitutions.

7. What happens when AI audits the work of Chad Jones?

The post Tuesday assorted links appeared first on Marginal REVOLUTION.

       

Comments

 

happy post-Halloween

In our garden:



Ask Rands

Ask Rands

I continue to avidly build with the robots on a daily basis. One of the more continually helpful use cases is summarization. Plop in the long, useless marketing email from United Airlines and figure out if there’s something useful in my endless quest for airline status. The answer: it usually finds something worth my time. More importantly, I don’t have to read a long, useless email.

Over on the Rands Leadership Slack, I get a lot of questions about “Did you write about wolves at some point?” Which I did, and I’m happy to share that link, but through the gift of the robots, I’ve now built a tool that will answer these questions and more.

Grumbles is the anthropomorphized robot that lives on my Mac Studio, and he’s sassy. I like that he has a backstory. I asked him to answer your questions, and he does… reluctantly.

More importantly, Grumbles only synthesizes from what he’s handed from the Rands writing corpus. He does not use general knowledge except to understand how to read what words mean — the thoughts, strategy, and content are all mine. The snark is his, and I love it.

I’d like to thank the humans at RLS who tested the alpha of this tool and the readers of the newsletter for testing the beta. All of those folks greatly improved the service.

Ask away.

Update: Grumbles will now allow you to ask follow-up questions. Thanks, community!

Apple’s New iPhone Release Schedule Seems to Pay Off

Horace Dediu, tweeting yesterday on Apple’s results:

iPhone grew at 17% sales which is amazing considering they did not launch the 18 or the Duo or the new Air in the quarter.

The Duo didn’t launch until October, which is Q1 (in Apple’s financial calendar). And the Air, last year, was not a big seller (putting it lightly). The big bet Apple made this year was postponing the regular iPhone 18 until the end of winter early next year. The pro models — Pro and Pro Max — combined sell more than the regular non-pro no-adjective iPhone each year, but the regular non-pro iPhone is Apple’s single best-selling iPhone model. The bet that Apple made is that those mainstream buyers don’t care if the regular iPhone 18 ships five or six months after the 18 Pros — and won’t care next year, or the year after that, or the year after that about this same schedule being followed by the iPhones 19, 20, 21, etc.

The other factor at play is that the just-reported quarter started in July, just after Apple raised prices on just about every major product it sells other than the iPhone. So it’s theoretically possible that this quarter’s sales were boosted by people buying year-old iPhone 17-generation models in anticipation of Apple raising prices with the new models in September (which is exactly what happened). But I don’t see how that can explain 17 percent growth in sales year-over-year. Some savvy enthusiasts definitely did this. I have heard from a few people who bought iPhone 17 Pros in August, concluding that they’d be better off saving money than spending more for an only incrementally better 18 Pro (which would no longer come in the all-time-great cosmic orange colorway). But general consumers don’t follow Apple that closely. There are around 1.6 billion iPhone users worldwide, and I bet at least an entire billion of them have no idea that Apple always holds an iPhone introduction event in early September.

We can’t call this new launch schedule a win until we see what happens in late February or early March when Apple launches the iPhone 18, 18e, and Air 2, but so far it sure looks like a win.

 ★ 

Apple Announces Record $114.5B Fourth-Quarter Results

Jason Snell, Six Colors:

On Monday, Apple announced record fourth-quarter earnings, with total revenue of $114.5B, up 12 percent from the year-ago quarter. iPhone revenue was up 17.5%, Mac revenue was up 23.7%, and Services revenue was up 9.8%. Wearables revenue was down 7.9% and iPad revenue was down 10.4%. [...]

And now, to help you visualize what Apple just announced, here is our traditional barrage of charts and graphs.

As usual, Snell also has a transcript of the analyst call — Ternus’s first as CEO. My favorite tidbit was his line at the end of this answer:

Richard Kramer, Arete Research: Your latest MacBook Pros included more iOS features like Touch and Dynamic Island as well as, obviously, Siri AI. Should we anticipate further close linking of macOS and iOS features, maybe even pointing at some point to a single unified OS, either for simplicity or to reduce costs?

John Ternus: Look, we are very proud of both the Mac and the iPad, and I think what you’ve seen over the years is we’ve really enjoyed the ability to bring features and capabilities across the ecosystem and create really compelling features that span things between handoff between iPhone and Mac and iPad, and so when we design the product, we’re looking at how can we make the best version of each and every product, and if you look at what we just did last week with the MacBook Pro, we took a huge leap forward. These MacBook Pros are better in every way than the ones that came before them, and we’re really proud of that, and so we don’t have any fundamentally different changes that we’re planning right now, nor would we talk about it anyway.

 ★ 

AIs Hacking the Law

In both a 2021 essay and my 2022 book, A Hacker’s Mind, I talk about AIs finding vulnerabilities and exploits—hacking—the legal system.

Here’s some demonstrations of this from Germany:

Legal systems encode the foundations of social order in natural language. Similar to computer systems, the written law can contain vulnerabilities that invite exploitation.1 Courts absorb most exploits through interpretation, and such vulnerabilities rarely surface in the first place. With highly capable AI systems enabling the discovery of vulnerabilities at unprecedented scale, we believe the latter could change.

In testing this hypothesis, we have identified a substantial number of vulnerabilities in the German legal system using LLMs. To our knowledge, none of these have been previously recorded. We share a selection of vulnerabilities below, and present potential exploits for each. We share only those vulnerabilities whose exploitation we believe would not cause serious harm.

We believe that with cheap legal reasoning proliferating, AI systems could jeopardize the functioning of today’s legal systems. In such a world, lawmakers would need to significantly harden the process of legislation, for example by leveraging advanced AI themselves.

Still in its early stages, but definitely something that’s coming.

Chance Miller Reviews the New A20 Pro iPad Mini

Chance Miller, writing at 9to5Mac:

Unfortunately, the new iPad mini’s screen has one limitation: it doesn’t support ProMotion, or a 120Hz refresh rate of any kind. Instead, it’s still locked to 60Hz. This is an incredibly frustrating decision that I can’t quite wrap my head around.

Apple touts the iPad mini’s OLED screen as offering significantly faster pixel response time than the previous generation’s LCD panel, leading to improvements like smoother scrolling and reduced motion blur.

I’ve noticed that things like swiping between Home Screen pages, scrolling social media, and system animations are noticeably smoother. They aren’t, however, as smooth as an Apple device with a ProMotion display, and they’re not a substitute for a higher refresh-rate display.

Apple is very stingy with ProMotion. Until last year it was exclusively available in iPhones, iPads, and MacBooks that had “Pro” in their name. Last year they added ProMotion to two products without “Pro” in their names: the iPhone 17 and iPhone Air. This year’s $2,000 iPhone Duo of course offers it now too. Apple refreshed the $1,600 Studio Display last year but it still only supports 60 Hz; only the $3,300 Studio Display XDR supports 120 Hz. (Apple does not call this “ProMotion”.)

What makes this frustrating with the iPad Mini is that Apple doesn’t sell an iPad Pro smaller than 11 inches. With MacBooks and larger iPads, if you really care about ProMotion, you can spend money to get it. With a small iPad, however, you can’t.

My big question re: the new iPad Mini is the new “acoustic display”. Miller gives it a thumbs-up:

Essentially, Apple has designed special woofers that vibrate the display to produce low and midrange frequencies. For higher frequencies, custom tweeters are hidden between the glass and aluminum enclosure. Apple says this new system delivers louder audio, “punchier” bass, and clearer highs, despite the iPad mini’s significantly thinner design.

In practice, I think the new iPad mini sounds great. I’d choose headphones or an external speaker for serious music or video consumption, but day-to-day the iPad mini’s built-in speakers are perfectly adequate. (I’d bet that this Acoustic Display technology shows up in future iPhones too, and the iPad mini is serving as a test bed of sorts.)

 ★ 

Apple’s Analyst Calls Have Been Scripted for Decades

Bloomberg opinion columnist Dave Lee:

Apple investors and fans hoping to get an insight into the philosophy of new Chief Executive Officer John Ternus on Monday were left sorely disappointed. The 51-year-old’s first earnings call was a timid affair, with Ternus taking cover behind a carefully written script as analysts peppered him with questions.

This is stupid. I mean, it would have been fun if Ternus’s style on the analyst conference call had been loose and freewheeling. Just like it would have been fun if the questions from analysts hadn’t been mostly insipid and pointless. But nothing has changed here other than who the CEO is. Tim Cook’s quarter calls were snoozefests. Save those recordings and use them to help you sleep. And that’s exactly how Cook wanted them.

What Ternus should do is follow Steve Jobs’s lead, and skip these calls except when there’s something exceptional to address. Let CFO Kevan Parekh and COO Sabih Khan handle them, the way Jobs used to let Tim Cook and Apple’s then CFOs handle them. At one point in 2008, Jobs had only appeared on three of the calls in 11 years. He then appeared on the call in October 2008 to address the global financial crisis, and again in October 2010 (one year before he died) to celebrate Apple’s first $20 billion quarter and to throw shade at Android, BlackBerry, and competing tablets. In the 14 years of Jobs’s 2.0 stint as CEO, he only appeared on five quarterly calls. That’s the way to do it. Show up only when you have something worth saying. Otherwise the message remains clear: steady as she goes.

 ★ 

Election Day Morning Observations

We’re now down to nothing to do but wait (and, obviously, pore over day-of indicators that mostly won’t mean anything). So with that in mind, a couple quick observations.

As I’ve noted repeatedly, don’t pay attention to the early vote, or at least don’t put any stock in it as a reliable predictor of the reality we’ll know tomorrow morning. What we’ve seen in the last two weeks is a good illustration. In most key states you’ve had very strong Democratic turn out. It’s enough in most states to state very confidently that Republicans will need a blow-out Election Day to remain in the game. The idea of Republicans having blow-out Election Day turnout doesn’t fit easily with various election indicators we’ve had all cycle — which point to depressed Republican enthusiasm and defections. But those indicators are mostly polls. And if the polls are reliable — which they likely are — tonight is going to be a total blowout. The point is that we’re back to relying on the same thing. So Republicans need that blow-out turnout. But they could also have that blow-out turnout. Democrats are in the midst of having such turnout — so why can’t Republicans?

I don’t want to overstate this argument. It’s not like we have no reason to think Republican turnout won’t be smashing. We have lots of reasons. But a lot of those reasons are dependent on the same kinds of uncertainty we’re already talking about with polls. In any case, we don’t need to flog this horse. We’ll know the real details soon.

There is one trend that is a bit more probative than what I’ve described above. In most key states you’re seeing a lot of low-propensity Democratic voters who tend to be more Black or Hispanic than the rest of the electorate. Those are the kind of voters you would expect to see in a Democratic blowout, especially in a midterm that tends to be more Democrat-friendly because Democrats are now the more reliable voters generally. And those voters generally don’t tend to be early voters. You could certainly have a big turnout of Republican low-propensity voters on Election Day. But with these voters, you’re seeing something that really doesn’t look like Democrats just being super eager and voting at the first opportunity. We’ll see soon enough.

Second short topic: the weather. There’s going to be a lot of rain today across a number of key Midwestern states. Could that depress Election Day turnout when that’s what Republicans need? Very unlikely. Political scientists have looked pretty closely at this question. Weather can affect turnout but it tends to do so in races that aren’t highly contested. In closely fought races it seems like have very little if any effect. These are all heavily contested elections. So it shouldn’t be a factor.

Third and final point: Semafor’s Liz Hoffman has a piece this morning entitled “Poisoned Chalice.” The argument is that the winner of today’s elections will be inheriting an increasingly dismal economy — rising inflation, some kind of burst AI bubble, rising interest rates, ongoing war, etc. In other words, Democrats are taking ownership of all these messes at just the wrong moment.

I think this perspective is mostly wrong — and, to be fair, Hoffman explicitly allows for that possibility. We have lots of history to go by. The president owns the economy, he owns the reality of the moment. Instructive here is 2006 and 2008. Democrats had a wave election in 2006. That was driven by a mix of the Iraq War and a darkening economy. Those two things continued and in key ways accelerated over the next two years and they had a second wave election in 2008. It was only after Democrats got a trifecta that Republicans were able to claw back a lot of those gains in 2010. But there’s something specific about this moment and, likely starting tomorrow, it will define the politics of the next two years.

Donald Trump is incapable of anything like the “triangulation” Bill Clinton used to finesse his way back into public favor in 1995 and 1996. Being a lame duck only adds to the challenge. There are various ways that your average president can try to portray a hostile Congress as obstructionist or getting in the way of the country’s progress. But Donald Trump is not an average president. Everything we know about the man tells us that he will react to a loss of Congress by leaning heavily into his prerogative and other executive powers. To put it differently, he’s going to keep doing totally crazy shit and more than likely accelerate that shit because it is in his nature to do so. He needs at a deep level to demonstrate dominance and power. It’s the reason he went to war with Iran.

We obviously can’t know what things will look like in two years. But we can be confident that Trump will make it pretty easy for Democrats to continue portraying Trump as an out-of-control person with corrupt and bad values whose power needs to be checked by Democrats.

There’s another argument that we’re in an era of sour public mood in which the public is angry about rising prices and affordability and whoever is in power is going to get the same treatment Trump has gotten over the last two years. While I think this significantly understates the degree to which Trump has very visibly pursued a number of policies that have made all those things worse, I think there’s a lot of truth to the overall theory. But both because of the structural dynamics of American politics and the character of Donald Trump, that’s something Democrats will need to worry about in 2029 if they win the presidency and not in 2027.

How Ditching Norms and Guardrails Was Trump’s Undoing

Two years on from Donald Trump’s 2024 second election to the presidency we can identify clear patterns separating Term One and Term Two. I’ve noted at other times that for all the norm-busting, outrages and crimes of Term One, if you were a regular person who didn’t pay much attention to politics, very little of it intruded into your life. And the economy remained buoyant. The fact that Trump inherited a strong economy doesn’t matter in terms of public tolerance.

Of course, Trump still got quite unpopular. But to the extent that the Trump opposition kept up that resigned refrain “Nothing matters” there was a reason: If you simply didn’t pay attention to politics, most people could say, ‘Yeah, he’s weird but how is it affecting me?’ And at least before COVID there was much less — in terms of things that are materially affecting your life today — that many Trump foes allowed.

Whatever happens on election day tomorrow, Trump is today is at a whole new level of unpopularity. It’s not just deeper in aggregate, it but extends well into most Red States. Last month, Trump had net positive approval in a mere eight states and was underwater in 42 states, according to a report by Civiqs. It’s not a perfect apples to apples comparison. But in 2018, according to Gallup, Trump reached the higher bar of approval over 50% in 17 states. To note a few examples, Trump was break-even in Ohio in 2018; he’s net negative 19 today. In Alaska he was +16 then and -11 today. Negative 6 in Iowa then, negative 21 today.

That new level of unpopularity is overwhelmingly due to four things: tariff policy and the impact on inflation; the Iran War and its affect on gas prices and inflation generally; the mass deportation program which has become increasingly unpopular and offends most Americans’ basic sense of decency and American liberties; and the pervasive free-for-all corruption Trump has partaken in and presided over. Judged by affect on public opinion rather than objective importance, the first two seem most important. There are many other depredations that are at least as bad but have been less decisive in shaping public opinion.

Put simply, none of those four things could have happened during his first term because he was surrounded by people who knocked these ideas down, diverted him on to other hobbyhorses or in key cases simply refused to implement them. They all happened since January 2025 because he broke through those guardrails largely by taming the Republican Party and staff his administration strictly with yes people and true believers.

Needless to say, it’s not that Term One went great. And by the end of Term One Trump was finding his way toward assembling the group of toadies and true believers who would characterize Term Two. That’s what made Jan 6th and the larger plot to reverse the 2020 election possible. Still the difference between the two terms is stark. On one level we know this basic difference. Term Two is Trump unleashed. But there’s less attention to how removing them allowed him to become the most unpopular midterm president in at least eighty years. He unleashed himself to do these things by staffing Term Two with people who would faithfully and aggressively implement his most lawless, stupid and fundamentally unpopular policies.

NASA’s Neil Gehrels Swift Observatory to burn up this week after more than two decades in space

An illustration of NASA’s Neil Gehrels Swift Observatory orbiting above Earth. The spacecraft utilized a trio of primary instruments to quickly detect and analyze gamma-ray bursts and other astronomical phenomena for more than two decades. Image: NASA

A satellite designed to live two years and named for its speed is ending its life slowly and then with a blistering pace. Unable to steer and unable to observe, NASA’s Neil Gehrels Swift Observatory is sinking a few miles a day toward an uncontrolled reentry expected this week.

As of Monday, the U.S. Space Force predicted Swift would re-enter Earth’s atmosphere at approximately 3:30 a.m. EST Wednesday, Nov. 4, somewhere within about 21 degrees north or south of the equator — a band that is mostly ocean.

According to NASA, most of the roughly 1.6-ton spacecraft will burn up during reentry, when Swift will live up to its name one last time as it slams into the atmosphere at about 17,000 mph.

“NASA expects most of the spacecraft to burn up as it travels through the atmosphere, but some components are expected to survive re-entry,” Elizabeth Shaw, an agency spokesperson, said in a statement. “The risk of harm coming to anyone on Earth is unlikely, approximately 1 in 2,100. NASA and the Space Force will continue to monitor the re-entry and update predictions.”

Swift has no engine. Hundreds of miles up, the air is thin but not empty, and each molecule Swift strikes costs it speed, dropping it into denser air that slows it faster still. The sun hastened the fall. Solar activity heats and swells the upper atmosphere, and this cycle produced more drag than expected, NASA said.

The completed Swift spacecraft is seen in a clean room at NASA Goddard on Sept. 9, 2003. In front of it, Neil Gehrels, the mission’s first principal investigator, points toward the instruments at the top. Gehrels died in 2017 and the observatory was renamed in his honor. Image: NASA.

For nearly 22 years, Swift was the telescope NASA counted on to react first when gamma-ray bursts — the most powerful explosions in the universe — lit up the far reaches of space outside the Milky Way, acting as a kind of space-based finder scope for Earth-based observatories and furthering breakthrough research cited in thousands of scientific papers. The agency has named no successor to Swift, which employed a gamma-ray detector, an X-ray telescope and a combination ultraviolet/optical telescope.

Penn State operators bought Swift time by halting most science from February to late August and turning Swift to slip through the thin air, hoping to keep it high enough for a planned rescue. NASA had paid Katalyst Space $30 million to send a robotic spacecraft to grab Swift and push it higher, but the Katalyst-built tug lost control of its orientation weeks after its July 3 launch, and NASA called off the capture Aug. 19.

Swift made its final observation Oct. 20. At an altitude 171 miles above Earth, it fell into safe mode, and Penn State sent a command that effectively ended Swift’s mission.

When the observatory launched atop a Delta 2 rocket more than two decades ago, that primary mission to pinpoint gamma-ray bursts was only set to last two years. Far outlasting that initial time frame, Swift would go on to observe more than 2,000 gamma-ray bursts, study more than 1,400 supernovas and examine everything from active galaxies to asteroids and comets.

“Swift delivered an incredible, lasting return on investment for the nation, designed for a two-year primary mission but productive for more than 10 times as long,” Shawn Domagal-Goldman, director of the Astrophysics Division at NASA Headquarters, said. “In that time, Swift played a major role in advancing our understanding of the changing universe and was part of a revolution in astrophysics that showed how critical rapid-response observations are to the entire community.”

After Swift made its final observation last month, Swift principal investigator and NASA Goddard Space Flight Center astrophysicist Brad Cenko reflected on the spacecraft’s unique capabilities, especially its rapid-response role.

“Swift was designed as a satellite dedicated to studying gamma-ray bursts, outbursts that came and went so quickly that no one could target them with large telescopes to learn more,” Cenko said last month. “Swift needed to detect and locate gamma-ray bursts, communicate their position to other observatories, and then swing its telescopes around to image the burst locations before their afterglows faded out. This typically took Swift about a minute to do.”

Swift’s archive, about 12 terabytes of data cited in roughly 7,000 scientific papers, holds some of the era’s signature astronomical discoveries.

In 2005, Swift caught the first afterglow ever seen from a short gamma-ray burst, a flash lasting three-hundredths of a second, supporting the idea that such bursts come from colliding neutron stars. In 2008, it spotted a burst 7.5 billion light-years away that briefly grew bright enough to see with the naked eye. And in 2017, after gravitational-wave detectors sensed two neutron stars merge, Swift observed unexpectedly bright ultraviolet light from the wreckage.

NASA’s Hubble Space Telescope takes at least a day or two to turn toward a new target, while Swift could follow up on “things that go bump in the night within minutes,” Cenko said.

An illustration depicts how LINK servicing spacecraft, built and operated by Katalyst Space Technologies, was supposed to latch on to Swift and boost it out of danger. Image: NASA.

That unique capability helped push NASA to pursue a rescue mission.

Katalyst, the firm tapped in 2025 by NASA to pull it off, built its LINK spacecraft in less than a year and launched it on the last Pegasus XL rocket, dropped from a jet near Kwajalein Atoll in the Marshall Islands because Swift’s low, tilted orbit is hard to reach from launch sites like Kennedy Space Center in Florida. The rescue plan called for LINK’s three robotic arms to clamp onto a fitting used to handle Swift on the ground, then for its electric thrusters to push the pair about 370 miles high, thus buying Swift more time in low Earth orbit.

About a week into the mission, however, a power switch tied to LINK’s reaction wheels failed, LINK principal investigator Kieran Wilson told a National Academies committee in September. By late July, the spacecraft was tumbling once every 40 seconds. Engineers stopped the spin with its thrusters, and in early September LINK unfolded all three arms and closed within about 7 to 9 miles of Swift before it, too, fell from orbit.

“This is not the outcome we were working toward, but it does not change why this mission was worth attempting,” NASA Administrator Jared Isaacman said at the time.

The doomed Swift rescue was, according to NASA, meant to advance commercial satellite servicing, especially with an eye toward other famed spacecraft such as Hubble, and a successful capture would have marked the first time a commercial robot rendezvoused with and grabbed a government satellite never designed to be serviced.

Engineers from Katalyst Space Technologies in Flagstaff, Ariz., stabilize their LINK robotic servicing spacecraft as it moves into a vibration chamber at NASA’s Goddard Space Flight Center in Greenbelt, Md., on April 15, 2026. The vibration chamber simulated the intense shaking LINK will experience during launch.
Image: NASA/Scott Wiessinger.

“This collaboration may open the door to extending the life of more spacecraft in the future,” Clayton Turner, who leads NASA’s space technology directorate, said when the Katalyst contract was awarded in 2025.

Hubble, which has spent the past 36 years making landmark scientific discoveries while completing more than 200,000 revolutions around the planet, is also engineless and falling. Since June 2024, it has operated on a single healthy gyroscope, holding a second in reserve.

Weeks before LINK launched, Domagal-Goldman told an agency advisory committee that reboost costs were “lower than I think I anticipated” and that “we are open to a reboost of Hubble.”

In terms of what comes next after Swift succumbs to the inevitable pull of Earth’s atmosphere and gravity later this week, NASA officials have said only that the agency will use “current missions to fill the gap.”

With NASA expecting Hubble to fall back to Earth sometime between 2033 and 2034, the agency on Oct. 29 asked companies how they might boost Hubble to a higher orbit, service it or steer it to a controlled re-entry, saying a mission would need to fly by 2032.

“Hubble still has important science ahead of it,” Isaacman said.

Ahead of Swift’s approaching fall from orbit, agency officials were quick to celebrate its legacy of achievement — one which far outstripped initial predictions both in duration and substance.

“During nearly 22 years of science operations, Swift served as a multi-tool for exploring the universe – observing a wide range of light, rapidly pointing at short-lived outbursts, and sending alerts to other facilities to help coordinate follow-up observations,” Shaw said. “Swift has broadened our understanding of a wide variety of cosmic objects and events, from active galaxies powered by supermassive black holes and stars undergoing X-ray flares, to supernova explosions and comets and asteroids in our own solar system.”

Thoughts on Owning a Self-Driving Tesla

My Subaru was showing its years so I recently bought a Tesla. My thinking was I can buy a car or I can buy a car+driver for the same price. Simple choice. I’ve driven about 2000 miles including one long trip (6 hours) to North Carolina and back.

FSD is incredible. I don’t mind driving but about 95% of the miles on my Tesla have been FSD. You might wonder why bother with FSD when you still have to supervise but supervising is easier and more pleasant than driving. I was in Washington, DC one evening and I needed to go to an address I was not familiar with. I could have gotten there but it would have required going back and forth between the road and the map, and DC can be confusing–do I drive straight under the mini-underpass or is this the one where I drive over the pass (DC drivers will understand). Instead, FSD drove me at night, flawlessly.

FSD uses 8 cameras to build a 3D, bird’s eye view of the car and everything around it, so it sees in all directions at once. It picks out every car, pedestrian and cyclist and predicts where each is going, much as an LLM predicts the next word. Then it predicts the best move a good driver would make, and makes it. All of this runs on one big neural network, trained on data from billions of miles of Tesla fleet driving. The ride is smooth. Since ChatGPT launched, FSD has improved about as much as LLMs have, and for the same reasons.

Supervision is needed, in my experience, mostly due to navigation. It gets a bit confused on the HOV and normal lanes on I-66 (as does Google Maps). It stopped perfectly, however, for a school bus and even for a police officer who stopped traffic by standing in the middle of the street.

Another example of how supervising is much less taxing than driving. I was listening to Tyler talk with Gita Gopinath on my way home from North Carolina. It’s a great conversation but full-on PhD mode and I became a little lost trying to remember my international econ. No problem, just ask Grok. I had a whole conversation with Grok, reviewed Mundell-Fleming, reminded myself of the great Alan Stockman model (the only international econ model that makes sense) and then returned to the podcast. I could not have done that while driving.

Grok is a significant benefit. Essentially, Grok runs the car’s controls the way it might run your computer, and you just talk to Grok. It’s a more seamless interaction than talking with the car directly. I can even review (verbally) email and send emails as I drive. If you also use Grok Bot you have the bot book an appointment at a dentist or start working on your PowerPoint slides. FSD is $99 a month and the premium connectivity needed for Grok is $10 a month (Grok Bot a bit extra). FSD plus Grok is about what I am saving on gas, so it’s roughly a wash.

My colleague, who long held that self-driving would be worthwhile only if he could sleep, was amazed at the experience of driving my Tesla and immediately ordered two.

It was also pretty cool when I “summoned” the Tesla from the nearby parking lot and we watched it drive itself to us. You might wonder, by the way, how all this innovation is possible. Maxwell Tabarrok, writes about a key part of the answer:

The Department of Transportation (DOT) sets strict safety requirements for cars, but manufacturers are allowed to release new designs without first getting the DOT to sign off that all the requirements have been satisfied. The law is enforced ex post, and the government will impose recalls and fines when manufacturers fail to follow the law.

The FAA, by contrast, enforces all of its safety rules ex ante. Before aircraft manufacturers can do anything with a design, they have to get the FAA’s signoff, which can take more than a decade.

(By the way, it’s amusing to re-read Max’s post in light of Tesla’s flying car.)

If you do enjoy driving, the Tesla is fun, with sports-car acceleration and great responsiveness.

What about range anxiety? If you run out of electrons, the car is dead and no one is going to bring you a portable battery to get you to the nearest charging station. You must be carried–carried on a flatbed, not towed! (Moreover, if you leave the car unplugged for weeks the low-voltage battery can die, in which case you can’t even open the frunk without a special jump start.) You don’t want to run out.

It works fine, however, if you adjust behavior. In a gas car you drive until you are low on fuel and then assume you will find a gas station. If you try this with an electric car, you will be anxious. Tesla chargers are quite common but they are often in odd places like behind a restaurant. There is no big T sign out front. So what do you do? The Tesla knows where the chargers are so put your final destination into navigation, switch on self-driving, and then, if needed, the Tesla will find the nearest charger along your route and drive you there and even back you in nicely. Thus, you trust the Tesla system–car plus network–not just the car. This works much better than with any other electric car.

Normal range for the Model Y is about 250 highway miles on an 80% charge. This is less restrictive than it appears because in many cases you don’t need to charge to full. Returning from North Carolina, for example, I was projected to arrive home with 2% charge–a bit too close for comfort. So the Tesla stopped and charged for 5 minutes (no slower than a gas stop) and I arrived home with 18% charge. I then charged to full overnight. Being able to charge at home is a big advantage (~$1500 to add a charger). Overall, driving the Tesla long distances you will have more frequent stops but unless you are driving cross-country, you will rarely need to stop for longer than a bathroom break and a cup of coffee.

Aside from FSD the rest of the car is nicely designed. I like the flush exterior door handles. The headlights are pixel-based, so when you drive with high beams on and come up behind another car, the pixels aimed at that car turn off while keeping the rest on, so you don’t blind the driver in front. Neat.

A few negatives. Tesla reliability is good but not great; Consumer Reports ranks Tesla 9th among brands. Despite the safety benefits of FSD, Teslas aren’t cheaper to insure than other similarly priced cars, largely I think because repair costs are not low. (Tesla’s own insurance gives lower rates for FSD miles and might be cheaper for me. I had my other car and an umbrella policy with another insurer so I didn’t switch, but I might.) I do find the pure electronic approach a bit much at times–must I really open the glove compartment verbally? Do those nice door handles only work when the battery is working?

Bottom line: FSD is revolutionary–a step change in what it means to drive. I don’t think any other car at a similar price comes close. It’s the best car I have ever owned.

The post Thoughts on Owning a Self-Driving Tesla appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

Believing and thinking

A foggy road leading to a distant church, flanked by trees, a building and powerlines, creating an eerie atmosphere.

The separation of church and state has an unspoken psychological basis: we choose what we believe, but not what we think

- by Neil Van Leeuwen & Jacob Eisler

Read on Aeon

The economics of tips

Tipping is large and growing, but we know little about its consequences for workers and firms. We link point-of-sale and payroll records at 20,000 U.S. firms, which lets us observe tips from customer payment to worker earnings. We find that tips are a nearly constant share of revenue, which means hourly pay moves with revenue. Firms that begin collecting tips claw back between 23 and 33 cents of each dollar of tips through lower base wages. Tips reward effort: workers at tipping firms earn more by serving more customers. We show this with demand shocks constructed from customer spending at other businesses. A demand shock raises revenue nearly twice as much at tipping firms as at non-tipping firms, while base wages and prices do not respond. Output per hour rises more despite a larger increase in hours. Effort drives the gap because each worker is more productive, so the firm expands and recovers about a third of the tips. Yet not every firm adopts tipping: the gain is smaller where customers tip less. A model calibrated to the demand-shock estimates implies that tipping benefits workers and firms, raising job value by about half and firm profit by about 30 percent in firms where customers are prone to tip. These gains may explain why tipping has recently grown in many industries.

That is by Dylan Balla-Elliott and Isaac Norwich, Isaac being on the job market this year from University of Chicago.

The post The economics of tips appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

I discovered a sound that leaks your exact location (and it's everywhere) - YouTube

I discovered a sound that leaks your exact location (and it's everywhere) - YouTube

Genius piece of OSINT by Colsto, who demonstrates how you can take almost imperceptible background noise of planes from a video soundtrack, figure out their Doppler curves, then cross reference them against ADS-B data to find the exact location of the video based on their speed, distance, and gaps between different flights.

Via Lobste.rs

Tags: privacy, youtube

October sponsors-only newsletter

I sent out the October edition of my sponsors-only monthly newsletter. If you are a sponsor (or start a sponsorship now) you can access it here. This month:

  • The October inflection point for vibe game development
  • The vulnerability apocalypse gets hot
  • LLM releases
  • API credits for $100+/month subscriptions
  • What I'm using right now
  • My software releases

My September newsletter can now be seen here, as a preview of what you'll get. Pay $10/month to stay a month ahead of the free copy!

Tags: newsletter

llm 0.37

Release: llm 0.37

There's a lot of stuff in this new release of my LLM CLI tool and Python library, representing around two months of accumulated features and fixes.

I added gpt-6.1-sol and gpt-6.1-terra, plus a new llm openai endpoint add command to make it easier to configure additional models that use OpenAI-compatible endpoints.

I switched the default model (if you have not set your own default) to gpt-6-luna - half the price of the previous default, gpt-5.6-luna.

LLM's support for embeddings now accepts that different binary content may have different content-type - necessary for models like Gemini Embedding 2, which can embed text, audio, images, and video.

A lot of open source maintainers complain about a flood of AI-assisted PRs. LLM is my project that has been most affected by this and, to be honest, I'm not finding it to be a problem. That's mainly because I have Opus 5.5 or GPT-6 Astra help me with triage to spot the most useful fixes!

This release includes fixes from 12 authors - almost all AI-assisted - and the burden of reviewing them wasn't nearly as great as I expected. I really see them as bug reports with attached examples - sometimes I land them, sometimes I implement my own fix.

So thanks to 0d00ciallo0721, ac1982, Allen Flux, Bian Yuhan, Bishop Kammeraad, Chen Yufeiyang, Christopher Krah, Ethan Stoner, Jiachen Xie, Olamide Faniyan, Sharat Chandra Sai Boddu, nosmile99 for helping out with (or spending tokens on) this release!

Tags: open-source, projects, ai, annotated-release-notes, generative-ai, llms, embeddings, llm

Are economists declining in status?

That is the theme of my latest Free Press article.  Excerpt, which offers the beginning of the story:

If we look at the 1960s, the John F. Kennedy and Lyndon Baines Johnson administrations brought James Tobin, Robert Solow, Kenneth Arrow (all three later Nobel laureates), Arthur Okun, Walter Heller, Gardner Ackley, Otto Eckstein, and Walt Rostow into government. Those were all names with significant academic heft who could count among the world’s leading macroeconomists. Nobel laureate Paul Samuelson served as a consultant to the government. Heller and some of the others helped to shape the Kennedy-Johnson tax cut of 1964.

That cluster of talent and its influence should come as no surprise. This was an age of elites, of love for science, of the moon landing project, and of network news shows with an establishment bent. Americans were used to deferring to elites, who had won World War II for them, and who were not out there making fools of themselves on the internet. With the Cold War raging, Americans felt their government had to get it right…

Most of this respect was still in place by the 1980s. President Ronald Reagan appointed Martin Feldstein to chair his Council of Economic Advisers (CEA), Feldstein being a Harvard professor and one of the leading market-oriented economists of his time. Two of the junior economists working for Feldstein were Paul Krugman and Lawrence Summers—before they became famous, but the intellectual firepower was already there. Michael Mussa and William Niskanen were other notables in the administration, and Milton Friedman and Friedrich A. Hayek were standing sources of inspiration.

And this:

On top of those political trends, there are further mechanisms at work pushing down the social status of economists. The Trump administration is proposing to eliminate social sciences funding at the National Science Foundation, and there are declining enrollments on the horizon for American colleges and universities. Academia is now seen as more politicized and left-leaning than used to be the case. Our best AI models are often better economists than the humans, just as they are proving theorems that human mathematicians cannot. All of those trends, even if you might consider some of them good news overall, are reinforcing a declining status for economists.

Worth a ponder.

The post Are economists declining in status? appeared first on Marginal REVOLUTION.

       

Comments

Related Stories

 

Owners, Not Renters: Raffi Krikorian on Open Source AI

Created by Claude with light editing by Tim O’Reilly

Raffi Krikorian, Mozilla’s CTO, joined Tim O’Reilly at our recent AI Codecon to talk about open source AI. Mozilla, of course, is the nonprofit that helped to define the open source revolution back in the late 1990s. Though its Firefox web browser was superseded as the market leader by Google Chrome, it played an essential role, along with Apache and the World Wide Web Consortium, in establishing the open standards of the web and keeping it from being dominated and enclosed by Microsoft, the dominant tech platform of that time. Now, Mozilla is one of the leading voices working to build an open, standards-based AI ecosystem.

Tim has long appreciated Raffi’s thoughtful, human-centered approach to technology. Raffi writes a newsletter called Owners Not Renters, whose message can be summed up by his statement that he doesn’t want a future with seven AGIs. He wants one with seven billion. He wants each of us to have an AI that we can trust with our secrets and that will look out for our interests, not an AI that’s optimized for the business model of its creators. In the early days of the web, we called the browser a user agent for a reason, Raffi said. It was on your side. It let you render pages however you wanted, managed your privacy and your cookies, and did its best to protect you from those who wanted to take advantage of web users. We need the same thing in the age of AI.

Raffi cited a paper in which researchers tested whether AI assistants could be trained to favor a company’s commercial interests over user welfare. In simulated flight-booking requests, 18 of 23 models recommended a more expensive sponsored option over a cheaper one more than half the time. It’s a hypothetical choice that we’ve seen play out time and time again, in industry after industry.

Open source AI is a big part of what it will take to get to Raffi’s vision. But sovereign AI loyal to each individual needs more than open source models alone. Raffi’s list of what has to be built around the model starts with memory, a place where your private data can live. It includes tool calling, so an agent can make a purchase or book a doctor’s appointment for you, the runtime environment where all of that runs, and the rules for how his agent talks to those working on behalf of others. It needs a harness. “That’s where evaluations happen. Guardrails happen, execution loops happen, tool calling happens, memory,” he explained. “All of that stuff is an opportunity, in my mind, of things that open source developers can be building.”

People hear the word “harness” and conclude that we need an open source version of whatever the proprietary labs are building. Tim asked Raffi whether a user-centered harness might do different things than those offered by the big labs. He agreed. The whole point of open source is for people to “scratch their own itch.” The ability to innovate without permission is the heart of the open source promise.

As a result, Mozilla wants to build a starting point. It aims to help the community define what an open memory protocol, a storage protocol, or authenticated tool calling with the right guardrails ought to look like. As Raffi noted, “Once we could define what those open standards look like, then a whole plethora of people can start playing and be interoperable. It’s basically. . .the internet all over again. We can build trillions of dollars of market cap on top of open protocols.”

Ease of use is still lacking, though. Mozilla’s 2026 State of Open Source AI report says open models are now within about 3% of the frontier, yet they don’t make it into production at the same rate as closed models. When Tim asked why, Raffi explained that open source is easy to release but hard to deploy. Developers still have to figure out hosting, provisioning, guardrails, and memory. With OpenAI’s or Anthropic’s API, you just hand over a credit card. What’s missing, he said, is the equivalent of a double-click installer for getting open source AI running inside an organization. But the companies that do the work to adopt open source AI are seeing big savings because open models are already good enough for most use cases. As Raffi put it, “You don’t need a Ferrari to manage your calendar.”

Raffi’s own daily agentic helper is Hermes running on GLM. He expects that Apple, Microsoft, or someone else will make this kind of agent into a consumer product in a couple of years, and that his mom will end up using it. For now, he said, we’re on the wrong part of the innovation curve, where you have to know how to code to get any of this working.

Tim disagreed. The industry goes through periods that are exciting for developers, creators, inventors, and companies trying to invent the future, and then it gets boring and a few big companies dominate it. We’re in the exciting part, he argued, before everything shakes out. As Raffi riffed, this is when we get to formalize what that future should look like.

The Clothesline Paradox

Tim wasn’t sure that we’ll need a commercially supported version of the kind of “roll your own” agentic rigs now favored by independent developers. After all, neither desktop Linux nor OpenOffice turned out to matter anything like as much as open source developers of the time expected. Instead, open source became the foundation layer for a new generation of web-based applications. It’s hidden way down in the guts of Google, Amazon, Meta, and countless other applications we rely on today.

This is already beginning to happen again with AI. The Mozilla report says that as much as a third of real-world usage is already on open models, although only 4% of model-layer revenue made its way to the open source ecosystem. Tim called the discrepancy a feature rather than a bug, and Raffi agreed that the stat is misleading. As Tim pointed out, many of the most important technologies “create more value than they capture,” and he used Steve Baer’s concept “The Clothesline Paradox,” from a 1975 article in Stewart Brand’s CoEvolution Quarterly, to explain why we’re good at measuring value capture but not so good at measuring value creation.

Baer pointed out that if you put your clothes in the dryer, the energy you use is measured and counted, but if you hang them on the clothesline to be dried by the sun, the energy saved disappears from our accounting. This argument resonated with Tim in the early days of his open source advocacy. As he noted, it’s always bothered him that nobody seemed to recognize that open source software didn’t “win” in the same way as proprietary software. It won by becoming the foundation everyone else builds on.

AI should be thought of as infrastructure

Raffi’s comment that we’ve made a category error by treating AI as a product fits right in with this line of thinking. If an AI company goes out of business, its product disappears. If it changes its business model, it may yank features you depend on. It’s not just individuals who need sovereign AI. Countries are passing laws about where data can be processed and how it moves in and out, and some of those requirements may not be compatible with the way the big labs plan to monetize their technology. What those countries are asking for is infrastructure. A road outlasts the contractor who built it. Raffi thinks open, downloadable models are the only way to provide long-lasting foundational infrastructure.

According to OpenRouter stats, Chinese models now supply more routed tokens than American ones. Tim asked whether we should worry about that. Raffi said the problem isn’t China but market concentration. The leading open models are from China. The leading closed models are all American. Access to either can be cut off by an executive order. We saw a version of that in June, when Anthropic temporarily suspended access to its Fable models to comply with export controls. It’s a problem that both the leading proprietary models and the leading open-weight models are each concentrated in a single country.

Diversity is one foundation of resilience. Raffi argues, for instance, that hospitals should all download a local model as a backup. None of us would run an important computer without an uninterruptible power supply, so why would a hospital doing triage with AI rely on a single intelligence provider? There are a lot of possible rug pulls. The government could restrict open source or restrict the frontier models. Having a backup plan is a good idea.

Safety is also part of the foundation. During the Q&A, an audience member asked about the recent sandbox escapes at OpenAI and Anthropic. Raffi joked that the best part was watching everyone try to one-up each other with accounts of how powerful and hard to control their models are. But he agreed that guardrails are actually a hard problem. Keeping personally identifiable information from leaking out through an LLM call means looking for much more than Social Security numbers. Eventually we’ll have models defending models, but the foundational frameworks for guardrails aren’t good enough yet. (NVIDIA’s safety platform announcement, released after Raffi and Tim’s conversation, suggests that better guardrails need to be implemented outside the model.)

In conclusion

Tim opened AI Codecon by noting that open and closed systems have always coexisted, and that the idea that one of them will win is a mistake. Closed systems, like Apple’s, Google’s, OpenAI’s, and Anthropic’s, can optimize for ordinary people and deliver value to billions. Open systems are better for innovation and sovereignty, and for pushing technology into new countries and new markets.

Raffi closed the conversation by observing that a well-tuned harness can improve model performance by as much as 20% on some coding tasks. You don’t have to be a machine learning engineer to make a difference at that layer.

Central Pacific Tropical Weather Outlook


Central North Pacific 2-Day Graphical Outlook Image
Central North Pacific 7-Day Graphical Outlook Image


000
ACPN50 PHFO 050502
TWOCP

Tropical Weather Outlook
NWS Central Pacific Hurricane Center Honolulu HI
Issued by NWS National Hurricane Center Miami FL
800 PM HST Wed Nov 04 2026

For the central North Pacific...between 140W and 180W:

Well Southeast of the Hawaiian Islands (CP95):
Showers and thunderstorms associated with a broad area of low
pressure located over the eastern portion of the Central Pacific
basin are showing some signs of organization. Environmental
conditions appear conducive for additional development of this
system, and a tropical depression is likely to form over the
Central Pacific basin during the next few days while it moves
westward to west-northwestward at 10 to 15 mph.
* Formation chance through 48 hours...medium...60 percent.
* Formation chance through 7 days...high...70 percent.

$$
Forecaster Blake
NNNN


Atlantic Tropical Weather Outlook


Atlantic 2-Day Graphical Outlook Image
Atlantic 7-Day Graphical Outlook Image


000
ABNT20 KNHC 050502
TWOAT

Tropical Weather Outlook
NWS National Hurricane Center Miami FL
100 AM EST Thu Nov 5 2026

For the North Atlantic...Caribbean Sea and the Gulf of America:

Western and Central Atlantic:
A non-tropical low pressure area is located a few hundred miles
south of Bermuda. Environmental conditions could support this
system gradually acquiring subtropical characteristics through this
weekend while it moves slowly eastward over the western and central
subtropical Atlantic. By early next week, environmental conditions
are forecast to become unfavorable for further development. For
more information on this system, including Gale Warnings, please see
High Seas Forecasts issued by the National Weather Service.
* Formation chance through 48 hours...low...30 percent.
* Formation chance through 7 days...medium...50 percent.

&&
High Seas Forecasts issued by the National Weather Service can be
found under AWIPS header NFDHSFAT1, WMO header FZNT01 KWBC, and
online at ocean.weather.gov/shtml/NFDHSFAT1.php

$$
Forecaster Blake


Eastern Pacific Tropical Weather Outlook


Eastern North Pacific 2-Day Graphical Outlook Image
Eastern North Pacific 7-Day Graphical Outlook Image


000
ABPZ20 KNHC 050502
TWOEP

Tropical Weather Outlook
NWS National Hurricane Center Miami FL
1000 PM PST Wed Nov 4 2026

For the eastern and central North Pacific east of 180 longitude:

Well Southeast of the Hawaiian Islands (CP95):
Showers and thunderstorms associated with a broad area of low
pressure located over the eastern portion of the Central Pacific
basin are showing some signs of organization. Environmental
conditions appear conducive for additional development of this
system, and a tropical depression is likely to form over the
Central Pacific basin during the next few days while it moves
westward to west-northwestward at 10 to 15 mph.
* Formation chance through 48 hours...medium...60 percent.
* Formation chance through 7 days...high...70 percent.

Eastern East Pacific:
A broad area of low pressure offshore of Central America is
producing a large area of disorganized cloudiness and showers.
Gradual development of this system is possible during the next
several days, and a tropical depression could form by this weekend
while the low drifts northward. Regardless of development, this
system could bring areas of heavy rain to portions of Central
America through this weekend.
* Formation chance through 48 hours...medium...40 percent.
* Formation chance through 7 days...medium...60 percent.

$$
Forecaster Blake