Dear Civil Servants and the Ventriloquists behind the proposed residence rules

The “Census Bureau” is currently seeking comments to a proposed new set of residence rules for the 2030 census. Comments are due on November 2, 2026. In reality, the actual proposal is a tirade written by the current administration pretending to be in compliance with the rules governing agencies like the Census Bureau. Over 100,000 people have submitted comments so far because the changes are monstrous. If implemented, the Census Bureau would not collect data about race/ethnicity (thereby undermining current laws), would not collect data about certain categories of non-citizens (thereby undermining the Constitution), and would be forced to do a whole host of other weird untested things that would utterly destroy the quality of the data. Needless to say, this is not a proposal from the experts at the Census Bureau who are devoted to ensuring that everyone counts once, and only once, and in the right location. To learn more about the insanity of the proposal, check out the information at Hands Off Our Census.

I decided to write a comment myself (and I encourage you to do so as well). Because comments are being stripped of their identifying information, I wanted to share my comment publicly. In writing this letter, I decided to focus on the absurdity of this whole endeavor. Enjoy!


Department of Commerce, Census Bureau
Re: 15 CFR Parts 60 and 70, [Docket No. 260903-0005], RIN 0607-AA75

Dear Civil Servants and the Ventriloquists behind this proposal –

First, let me speak directly to the civil servants who are reading this: thank you! You produce the data that our country depends on. The American project is – and was always – a radical one. Historically, censuses were used by kings for conscription, taxation, and eradication. Our founding fathers decided to invert this history and anchor our country’s democratic republic in a census. In Article 1, Section 2 of the US Constitution, Congress is tasked with conducting a census and allocating representation using the result. You have been given the awe-inspiring responsibility of conducting this work. This is hard work that is critical to our democracy. Thank you for your service to our country.

I have had the privilege and honor of getting to learn from many of you over the last ten years. I have watched y’all do the impossible, despite natural disasters, despite a global pandemic, and despite never-ending political pressure. I have watched you do this important work, even while being treated abysmally by politicians and other stakeholders. I have also learned how few members of the public get to witness your dedication to your mission. And I have watched political forces undermine your ability to communicate with the public by sharing your expertise and knowledge. I know how often you are told not to speak, including now. And I know that your silence does not mean that you don’t care. To the contrary, you care so deeply that you follow the orders you are given.

Part of what has always inspired me about your work is how committed you are to both process and the transparency of process. You are constantly working to improve the census in pursuit of the unattainable perfect count. You measure everything. Years ago, when George H.W. Bush’s appointee to run census communication learned about how you worked, he remarked, “Never before have I been part of an organization that produces the whips with which it gets flogged. It’s masochism.” Every time you change your processes, you document and document and document. You have always published research to justify each change – and gone to great lengths to show how each change is to be done. Too few of us in the public have ever appreciated your thoughtfulness. As always, you don’t know what you’ve got until it’s gone.

The proposed residence rules, entitled “Decennial Census of the Population of Americans; Proposed Residence Criteria and Proposed Regulations for Demographic Questions,” are unlike anything that I’ve ever seen come from the Census Bureau. The justification is explicitly partisan. The proposal is filled with recommendations that are likely unconstitutional and appear designed to undermine existing laws. Many of the details are nonsensical, contradictory, and filled with operational holes. Moreover, the proposal lacks even a modicum of research intended to justify the changes. I’ve watched civil servants be forced to speak the messages of previous administrations, but this is ghastly. I can’t imagine how painful it is for you to have been forced to issue a series of changes that are untested, unresearched, and unjustified. And I suspect you’re reading this comment – along with the other 100,000+ comments – with frustration, knowing that your professional expertise and the legitimacy of your work is being undermined by political forces outside of your control.

I know that you take your duties seriously. Through my time spent with other civil servants, I learned about the history of official statistics – and the role that the United States has played in advocating and implementing the fundamental principles of official statistics. These include: 1) Relevance, Impartiality, and Equal Access; 2) Professional Standards, Scientific Principles, and Professional Ethics; 3) Accountability and Transparency; 4) Prevention of Misuse; and 5) Confidentiality. These commitments ensure that the data that you produce on behalf of the American people are both legitimate and of high quality.

The proposed residence rules repeatedly violate these commitments, making it clear that these were not written by civil servants, but by political appointees hiding behind civil servants. In responding to this request for comment, I want to make four points:

  1. Civil servants at the Census Bureau have a professional duty to produce the census using the best knowledge of the day.
  2. The executive branch should not be allowed to use the residence rules to undermine Congress’ authority, existing laws, or the Constitution.
  3. Rules that are vague and unclear violate the spirit of the Administrative Procedures Act.
  4. Silencing civil servants, refusing to provide documentation, and upending precedent without cause undermines the legitimacy of democracy’s data.

Civil servants at the Census Bureau have a professional duty to produce the census using the best knowledge of the day.

The data produced for the 2020 census were not perfect. No data ever are. But they were the best that civil servants could produce given the pandemic, natural disasters, funding limitations, and repeated political dramas. And those data were still better than all censuses in the 19th and 20th centuries. How was that possible?

One of the ways that the census is resilient is that civil servants learn from the past and are constantly evolving. Every decade, new methodologies for data collection and processing are developed and tested. Redundancy is valued at the bureau, despite pressure for efficiency.

The Constitutional architects gave Congress the responsibility to conduct a census in Article 1, Section 2 of the US Constitution. Congress institutionalized the census in 1902 by making the Census Bureau a permanent agency to ensure that our country could benefit from stability and ongoing expertise. For the last century, the Census Bureau repeatedly evolved its work, documenting each change after extensive research. This allows the scientific community to evaluate the work, and it ensures that the public can trust the process.

The changes being proposed are driven by partisan politics, not scientific expertise or statistical knowledge. The bureau’s advances in disclosure avoidance methods are being summarily dismissed, despite the ongoing work by the bureau to ensure that these methods are rigorous and sound. The bureau’s strategic use of administrative data is being twisted to achieve partisan goals without consideration for who might be missed or how this approach might upend existing processes. Civil servants know that the tax records are incomplete and will result in an undercount, but these rules disregard that local knowledge.

Congress expects the Census Bureau to leverage its professional expertise to produce data that our country can rely on. These rules undermine that.

The executive branch should not be allowed to use the residence rules to undermine Congress’ authority, existing laws, or the Constitution.

By placing the Census Bureau inside the Department of Commerce, Congress delegated substantial authority to the Executive Branch. This does not, however, mean that the Executive Branch can use the census to undermine Congress.

The Constitution requires a census that counts every resident of the United States. The first Trump Administration intended to subtract undocumented peoples from the apportionment count, despite previous rulings that rejected this approach (e.g., Federation for American Immigration Reform (FAIR) v. Klutznick (1980)). What makes these residence rules especially galling is that the census is being forced to intentionally ignore people who are clearly taxed residents of the United States, undermining even the most extreme interpretation of Article 1, Section 2. This is an approach that is common in authoritarian countries, where the state chooses not to see certain people that are politically undesirable.

Congress has also passed numerous laws over the last century that rely on census data. Many of these laws require data about race and ethnicity, including the Voting Rights Act and other civil rights laws, as well as many federal funding formulae and funding thresholds. These residence rules undermine Congressional statutes.

The census is fundamentally the responsibility of Congress under Article 1 of our Constitution. But what we are seeing with these residence rules is an act of “policymaking by other means” – policy through which the Administration not only violates the history of census taking since 1790, but also the simple language of the Constitution. In other words, rather than working through our legislative bodies, the White House is contorting the data collection processes to make it impossible to uphold laws or ensure Constitutional compliance. Not only does this usurp Congress’ power, but it undermines the legitimacy of the Census Bureau.

Rules that are vague and unclear violate the spirit of the Administrative Procedures Act.

Civil servants have a duty to the American people, not to any specific political party. They must follow direct orders, but they must also comply with the law. The Administrative Procedure Act (APA) makes it clear that the public has the right to review the policies of federal agencies. This federal register notice exists because of the APA. However, it is not meaningfully compliant with the APA. By submitting these rules to public scrutiny in the Federal Register, the Census Bureau and the Department of Commerce are obligated to provide justification and explanation for the proposed rules.

Many rules have no explanation. Why is the “census enumeration period” set between January 3-April 1? Others are incomplete and inconsistent. How do you determine which date during the census enumeration period matters most? What happens when people’s “usual place of residence” does not match their tax records? Other information is missing entirely. What happens when the bureau cannot collect the information necessary to link a person to a tax record? The entire section on tax records is not operationalizable as currently written. This raises questions about how these residence rules will be interpreted.

Other components of the residence rules are purely spiteful spectacle. The treatise against disclosure avoidance in this rulemaking is not rooted in empirical analysis, but partisan claims after courts repeatedly rejected efforts to dismantle the novel approach to disclosure avoidance that was implemented in 2020. There is no effort to explain how civil servants can produce the data that states want and uphold Title 13 of the US Code. This rulemaking does not relieve civil servants of their lifetime legal oath. No civil servant that I knew was willing to risk up to 5 years in jail and $250,000 in fines for every piece of data that published because a political appointee wanted that data unmasked.

I can only presume that civil servants have been ordered to not speak to external stakeholders – or even attend events – because they know that the changes issued in these residence rules are indefensible, vague, and impossible to implement as written.

The residence rules introduce more questions than answers. Federal Register Notices are only meaningful when they include details in a manner that provide clarity. That is not what is happening here. The issued residence rules are too incomplete and unjustified to allow for meaningful debate about the substance of the changes. This is in violation of the spirit of transparency and the requirements under the APA.

Silencing civil servants, refusing to provide documentation, and upending precedent without cause undermines the legitimacy of democracy’s data.

This administration has repeatedly shown its disdain towards civil servants and the administrative state. Civil servants face ongoing harassment on the job and are accused of being the “deep state” for doing their jobs. Neither Republicans nor Democrats have respected the expertise of civil servants in recent decades, but civil servants have kept their chins high and continued to work on behalf of the American people. Despite persistent criticism, civil servants at the Census Bureau have always been willing to explain their processes and procedures. Their technical answers can infuriate external stakeholders, but they have never stopped trying to explain scientific and statistical matters. Until now.

Silencing civil servants does not strengthen our government; it weakens it. The public needs to be able to hear from – and speak to – those who work on our behalf. The public needs to be given the opportunity to understand the scientific and statistical choices that govern democracy’s data. This is what makes the work of the Census Bureau legitimate.

Many of those who work for the federal government are naturalized US citizens. When I spoke with them about why they chose to work for the federal government, I repeatedly learned that they came to the US from countries where corruption, abuse, and falsified data were common. They were grateful to their adopted homeland – and they wanted to give back. They wanted to help strengthen our democracy by serving the American people.

As Congress and the public reckons with these proposed residence rules, it’s imperative that they recognize that the civil servants are being pushed into a corner, unable to leverage their expertise and experience. Many have left in response. Others are staying, not because they agree with what they are being told to do but because they believe that they have a duty to the American public. Everyone who reads this letter needs to recognize that we need civil servants to do their job, but we also need to make sure that their job is doable. Civil servants come to the Census Bureau because they have skills and knowledge that makes democracy’s data robust. We, the people, need to ensure that they are able to leverage those skills and that knowledge.

We do not live in an authoritarian country, and we should not emulate one. Silencing civil servants is a notoriously common authoritarian move. This cannot be acceptable.

In Conclusion…

This federal register notice is a political move pretending to be a procedural one. Political appointees are using civil servants as puppets while undermining their expertise and experience. These rules are a breach of precedent and norms, undermining decades of procedures while creating more confusion than clarity. This is not a standard notice reflecting partisan disagreement. This is the documentation of an administration working to use the Census Bureau to undermine the Constitution, Congress’ authority, and existing law.

The issues raised in this federal register notice do not belong in such a document. If the Administration wants to make these changes, it should seek regulatory change in Congress. Congress, after all, is Constitutionally responsible for the census.

And for all the civil servants who are reading this, once again thank you. I dream of a day when your voices can be heard and your expertise is valued. Until then, I am grateful for your commitment to doing the impossible.

Sincerely,
danah boyd
Geri Gay Professor of Communication, Cornell University
Author of Data Are Made, Not Found: A Story of Politics, Power, and the Civil Servants Who Saved the US Census

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The Week Observed: October 23, 2026

What City Observatory Did This Week

Survey Says:  Fix it First, We don’t Trust ODOT.  Surveys show Oregonians want roads repaired, not expanded, and that they don’t trust ODOT to provide value.

Governor Tina Kotek has appointed a “Rebuilding our Tranpsortation Vision Workgroup” to come up with a solution to ODOT’s massive financial problems.  The workgroup fielded a survey, which shows conclusively  that most people are concerned with preserving and maintaining the current system. More than four times as many picked either “preserve key assets” or “maintain the system” (48%) as picked “improve traffic flow” 11%.
This confirms exactly what ODOT’s own surveys–conducted for the past two decades–shows:  That Oregonians strongly favor maintaining the roads we have now, rather than expanding highway capacity.
This is powerful evidence for a “Fix it First” strategy, which would is not what Oregon is doing (as national data compiled by the Pew Center shows, Oregon ranks next to last among the 50 in the huge size of its road maintenance backlog, even as it has the first, third and fourth most expensive highway projects in the nation).
Survey data show Oregonians don’t trust ODOT, and don’t think they get a good value from the existing gas tax, which explains why 83 percent of Oregonians voted against a gas tax hike in May.

Must Read

Time to make apartments a centerpiece of our climate strategy.  Sightline Institute’s Alan Durning has a compelling opinion piece at StreetsblogUSA, urging that in light of the tough politics of climate just now that we up our emphasis on building more apartments.

Apartments are potentially a win-win-win:  addressing affordability, providing employment, and dramatically benefiting the environment.  As Durning argues:

Apartments are a stealth climate solution that slash pollution on an epic scale. Emissions-wise, they are to detached houses what Chevy Bolts are to Cadillac Escalades — climate heroes hidden in plain sight. . . .

Apartments use less energy, land, and materials than houses. They concentrate in the walkable centers of cities and towns, where proximity lets apartment dwellers drive less than house dwellers.  Apartments are also ahead in the race to electrify. The power grid is quickly greening, so electric heat pumps, water heaters, and induction cookers are keys to decarbonizing homes. More than 75 percent of new apartments heat their space and water with electricity, while only about half of new houses do.

At a time when there’s been a broad national pullback on clean energy, and even mentioning climate change, the political opportunity  is there at the local level to reform zoning, building codes and parking requirements to make it much easier to build more apartments.  The growing assertiveness and success of YIMBY–yes in my backyard–local leaders points the way.

Walkability is not about walking, its really about seeing other people. On its face, walking just seems like a mode of transportation, but arguably, it is much more.  Writing at Cities Decoded, Tiffany Owens  points outthe true value of walkability has less to do with physical exercise and more to do with creating social spaces where human life is openly visible.  Car-dependent suburbs are engineered to insulate us from interaction; we spend much of our time alone in our cars.  In contrast, walkable cities force residents to encounter diversity, tension, and shared public life. Observing strangers engaged in everyday activities, from outdoor café conversations to public recreation to just hanging out, reminds us that we are social creatures who flourish when we have more interaction with others.

“walking is a proxy for a certain kind of place, a social place where people are visible”.

More than that, walking in cities builds empathy.  As City Observatory friend Carol Coletta frequently says:  “You can’t feel ’em if you can’t see ’em.”  We’re experiencing an epidemic of loneliness in the US.  Walking can be an antidote.  Ultimately, true urban vitality is not measured in steps logged on a fitness tracker, but in the daily spontaneous human interactions that car-dependent suburbia actively suppresses.

Opposition to new housing almost always boil down to hoarding access to “free” parking.   Sure, opponents will brandish all kinds of arguments (scale, shadows, historic character, school overcrowding, pollution, developer giveaways) but the real neighborhood opposition to new apartment buildings in is almost always about one issue:  a fight over street parking. Writing for Greater Greater Washington, Ike Brannon details how neighborhood groups, especially in affluent areas, public approval processes to block or downsize new residential developments, primarily to limit demand for curb parking.  These controversies are ultimately driven by public policies that  heavily subsidize private vehicle storage in public space.

The District of Columbia charges just $55 annually for residential parking permits, and does an underwhelming job of enforcing parking restrictions and traffic laws,.  This encourages car ownership, car dependence and ultimately car supremacy, which ultimately ends up trumping efforts to expand housing supply to ease affordability problems.

Bottom line:  regardless of the rhetoric employed about a range of other issues, Brannon is correct in pointing out that, as in many cities,

“Housing fights in DC are almost invariably thinly veiled fights about street parking”.

While Brannon’s examples are focused on Washington, DC, they hold with great force in most cities.  When municipal policy prioritizes free curb storage for private automobiles over shelter for residents, citywide housing shortages are not an unfortunate accident—they are a deliberate policy choice.

 

The even higher cost of parking.  The late Don Shoup masterfully made the case for the economic folly that is baked in to the way we think about, build, and price parking in the US.

A new research synthesis  confirming Shoup’s work,  by Ellen Schwartz  of the UCLA Center for Parking Policy, is summarized by the advocacy group, CA YIMBY.  It examines how mandatory parking minimums inflate construction costs and undermine housing affordability.  Across 17 U.S. cities, underground parking spaces now average $73,000 per space to construct, while aboveground parking averages $52,000—a 50 percent increase after inflation since 2012 driven by rising labor, materials, and seismic standards.

The requirements have significant impacts on housing affordability because they impose proportionately larger financial burdens on smaller homes and apartments.  Because a standard parking stall occupies a fixed footprint, required parking adds over 30 percent to the cost of constructing a studio or one-bedroom apartment in cities like Los Angeles.  As the report points out:

“The burden falls hardest on smaller homes because a parking space is a fixed 330 square feet, so it consumes a larger share of a small apartment’s budget than a large one’s”.

Parking mandates similarly inflate commercial office construction costs by up to 68 percent.Repealing these zoning mandates is a crucial element in any strategy to promote housing affordability

Correction:  We are re-publishing this item from last-week’s Week Observed to correct a mis-attribution of the authorship of this report.  Our apologies to Ellen Schwartz.

 

 

 

 

 

 

 

 

 

 

 

 

Be VERY afraid of Marco Carralero

As you read this, a guy named Marco Carralero is running for a spot on the Capo Unified School Board. Specifically, Trustee Area 4.

Bruh is a fraud.

Bruh is also uniquely unqualified.

So, naturally, all the Moms For Liberty nuts are behind him.

In no particular order, Carralero:

• Has literally never had children in Capo Unified schools.

• Recently rented a place in Laguna Niguel so he could run.

• Has never shown even a sliver of interest in public education.

• Drives a mega-douchey neon orange Cybertruck.

• Has received money from profoundly bad charter school PACs

• Is endorsed by the Moms For Liberty-esque nuts who want Christ in schools and books out of schools.

• Has sex with chickens dressed in poodle skirts.

Admittedly, I 100-percent made that last one up, and can neither confirm nor not confirm that bro has plucked poultry (Really, who’s to say?). But all the other shit is real. As is this campaign brochure, which was targeted for certain audiences and—if you value normal, reasoned public education—should scare the living shit out of you …

•••

I am serious when I say: Y’all need to spread the word about this guy. Something is … creepy. And off. And weird. And ugly. And smells of MAGA stew, with a dollop of “Why are all the queer teachers changing our boys into girls?” Last year he was invited to be a local Teacher of the Day by Lisa Davis (the deranged school board president and Moms For Liberty poster child), almost certainly so he could brag about being inside the schools come campaign season, and his literature literally makes up problems (DEI! Critical Race Theory! The return of Tony Danza!) that do not exist in Capo schools.

Hell, here are some of the listed endorsements—a Who’s Who of Who’s Nuts …

On his website, Carralero does the ol’, “Hey, I’m just a normal guy who wants the best for our kids.” Marco is a business owner, husband, and father of two. He and his wife run a health and wellness company in San Clemente and are proud to call Laguna Niguel home. He speaks English and French! He’s visited all 50 states! He holds BAs in History and Government & Politics from University of Maryland College Park! He loves kittens and long walks on the beach and saving baby seals from the mouths of dragons and …

And …

And …

The guy is REALLY creepy and disturbing. He was a plaintiff in a lawsuit challenging California restrictions on carrying firearms in places that included churches and hospitals. Of the $52,350 he has received in campaign donations, only eight percent is from people living in Laguna Niguel. A huge chunk of his dough is via the 1776 Project PAC (a charter school advocacy factory) and the Lincoln Club (who put the aw in awful).

Here, from @ourschoolscapo …

He’s either a plant of the hard-right or a guy who (like the others) has been brainwashed by some MAGA strobe to believe our biggest problems are trans athletes and the Black teacher who surely only got her job because of race.

•••

Carralero’s opponent is Melissa Caldwell, a longtime PTA member who has actually lived in Laguna Niguel for years. By a any reasoned standards, Caldwell is what a community wants in a school board member—sanity, reason, a love of teachers, a love of books, a love of kids doing their best and finding some enrichment. Someone who actually knows education.

Hell, my favorite part of this whole cha-cha is an anti-Caldwell mailer sent out by Carralero’s backers, which features this (damning?) quote in fruit punch red that is intended to terrify you …

Oh, my God!

She (gasp!) supports teachers!

•••

Truth be told, the race is probably tight. And there’s a reasonable shot Carralero wins. Because far few too people pay attention to these things, and oftentimes it’s signage and campaign mailings that sway one way or the other.

If he does triumph, well, I suspect Capo Unified parents will be damned to get what they voted for. Fanaticism. Religious indoctrination. A lack of seriousness. Teachers being marginalized. Books being set aside. Chickens in poodle skirts.

This is your election, people.

These are your kids.

Don’t say the Truth OC didn’t warn y’all.

October 26, 2026

Trump’s increasingly erratic and corrupt behavior condemns Republican leaders who continue to support him.

At 8:00 last night, he posted on social media his longest entry ever: an emotional 1,323-word screed attacking late-night host Bill Maher. While the screed was directed at the comedian, it seemed really to be a cry of fury at his loss of control over his base and over the country.

Giant turnout for rallies by former president Barack Obama in Ohio and Michigan on Saturday illustrated the changing mood of the country. In Cleveland, Obama rallied voters behind Democratic candidate for U.S. Senate Sherrod Brown and gubernatorial candidate Amy Acton. In Michigan he rallied voters for Democratic gubernatorial candidate Jocelyn Benson, Michigan’s current secretary of state, and Democratic candidate for the U.S. Senate Dr. Abdul El-Sayed.

Obama told attendees that El-Sayed is “fighting for change, real change, that will get money out of politics and put money in your pocket” and would “finish the job we started with the Affordable Care Act and guarantee quality, affordable healthcare to every single American.” He called out Trump’s corruption, “enriching himself and his family” and “selling favors.”

Obama’s jokes were even more calculated to get under Trump’s skin. As Joseph Gedeon of the Guardian reported, Obama mocked Defense Secretary Pete Hegseth’s fascination with testosterone levels and asked: “How much time do you think this man spends in front of the mirror every day?” He belittled Trump’s fight with “that well-known evil empire, Canada,” a poke reminding listeners that President Ronald Reagan had called Russia an “evil empire” while Trump is now in league with that regime. And Obama poked fun at Trump’s White House projects, saying “he should be on HGTV,” a cable network that focuses on home improvement and interior design.

Perhaps even more galling to Trump were the images that circulated on social media of Obama’s packed venues, comparing them to the dwindling crowds at Trump’s.

Trump’s post about Maher listed Trump’s own triumphs, beginning with The Apprentice, and claimed that Maher has been “DESPARATELY” [sic] begging him to come on his own show. Trump then tore into the idea that Trump’s popularity has dropped so far that even Republicans are abandoning him, reiterating that a CNN poll showed “I’m at 98 and 99% support within the Republican Party, an All Time Record High,” higher even than Reagan’s high-water mark.

The post felt frantic. In fact, the CNN poll to which Trump referred measured his popularity among his own base of self-identified MAGA Republicans, not the Republican Party as a whole. Trump went on to post videos to reinforce his claims.

Trump’s determination to keep Republicans in control of Congress seems to be about more than his refusal to accept that he isn’t always the winner. Since January, he has been warning that if Democrats take control of the House of Representatives, they will impeach him. Increasingly, it seems he is concerned about what such hearings will uncover.

On Saturday the Washington Sun reported that the White House has been evaluating whether to issue a blanket pardon for all junior staffers. Such a move would take away their incentive to cooperate with investigations, but it would also remove their ability to refuse to speak under their Fifth Amendment protections against self-incrimination.

The administration is already trying to hide documents, emails, and texts between Trump’s hand-picked Kennedy Center director Matt Floca and Trump’s executive assistant Natalie Harp about Trump’s sabotage of the Kennedy Center. They are also trying to shield messages between Floca and Commerce Secretary Howard Lutnick about the Kennedy Center when Lutnick was acting for Trump in discussions about the performance center.

Zach Everson of Public Citizen noted that Trump’s hotel in Washington, D.C., opened ten years ago today, and Republicans’ refusal to condemn the flood of money into that enterprise to buy his goodwill convinced him that there would be no repercussions for grifting off the presidency. Everson notes that at the opening Trump said, “Today’s a metaphor for what we can accomplish in this country,” and now, ten years later, he has made more than $1.4 billion off crypto while investors have lost $4.8 billion.

On Thursday a shareholder of a publicly traded U.S. crypto company sued Trump and his family’s World Liberty Financial crypto company. The lawsuit accuses Trump and the company “corruptly profiting” off more than $2 billion in crypto deals, including a deal that violates the Constitution’s prohibition on accepting gifts from foreign countries: a $500 million investment made by Sheikh Tahnoon bin Zayed Al Nahyan, who is the brother of the current president of the United Arab Emirates and who manages a UAE sovereign wealth fund.

Today Democrats on the House Judiciary Committee released a report saying that a “growing body of evidence demonstrates that Donald Trump was an active participant in Jeffrey Epstein’s sexual abuse of young women during the mid-to-late 1990s. The Department of Justice (DOJ) and Federal Bureau of Investigation (FBI) are doing everything they can to keep the American people in the dark about it.” The report offered new information from Beatrice Keul, a former Miss Switzerland, who says Trump used a pageant at the Plaza Hotel in New York City as a “hunting ground” to prey on young victims and that Trump raped her there in 1993, leaving her bleeding and bruised.

At a rally yesterday, Trump told attendees if the Democrats win the midterms, “you will only have yourselves to blame.”

And so, he and his allies are trying to put their finger on the scales against Democratic voters.

Bill Allison and Dana Hull of Bloomberg reported on October 22 that billionaire Elon Musk, whose companies depend on U.S. government contracts, has poured at least $445 million (not a typo) into the Republican effort to keep control of Congress. That money is swamping Democratic candidates, who nonetheless are holding on to a significant percentage of the vote.

So, last Thursday, the Trump administration sued the state of Alaska and its election officials personally to try to stop the certification of the U.S. Senate election there if Democrat Mary Peltola wins. Unless the Republican incumbent, Senator Dan Sullivan, wins, the Department of Justice says, state officials must not accept the results.

The Republicans’ complaint is that a candidate named Daniel J. Sullivan is also on the ballot, and they are currently claiming that if the Republican incumbent loses it will be as a result of voter confusion. But the Alaska Supreme Court has already rejected a Republican attempt to get Daniel J. Sullivan removed, and the Alaska Republican Party chose how to identify the two Sullivans: the incumbent is listed as the Republican incumbent while the other Sullivan is listed without a party affiliation.

On Friday, Trump told reporters that he, personally, demanded the lawsuit.

On Saturday, in an article in Politico titled “Facing an electoral wipeout, Trump goes after the system,” Andrew Howard, Erin Doherty, Alec Hernandez, Samuel Benson, and Lauren Fedor reminded readers that under Trump, the Justice Department has tried to get access to state voter files—so far, it has lost every case—and Trump has vowed to refuse to distribute federal funds to state and local governments that won’t make the changes he demands in election procedures.

As Zolan Kanno-Youngs of the New York Times noted on Sunday, Trump has also tried to use the United States Postal Service to screen ballots with the potential for rejecting tens of thousands of them. Now the Justice Department is trying to force California election officials to set aside ballots it claims were sent to 20,000 noncitizens, warning the officials they could be prosecuted if they don’t help the federal government identify alien voters.

California officials said the federal government has no authority to oversee their voter lists and note that the federal government has made false accusations against states. In July, officials from the Department of Homeland Security publicly told Nevada officials they had found nearly 16,000 noncitizens on the state’s voter rolls, but ultimately, they could not provide evidence of even one.

On October 22, Madeleine May of CBS News reported that ICE agents, armed and in uniform, are knocking on doors in at least six states—California, Georgia, Missouri, Pennsylvania, Washington, and Wisconsin—to ask residents about their immigration status and whether they have either registered to vote or voted in past elections.

It is a crime to vote in federal elections if you are not a U.S. citizen, and the number of times such votes are cast is vanishingly low. As May notes, since the second Trump administration began it has charged—not obtained convictions, charged—just 156 people out of 227 million registered voters.

But Trump has made the Big Lie that Democrats win elections only through fraud central to his hopes of keeping MAGA in control of the government, and he is weaponizing the government against his political opponents by using the idea of illegal voting as justification for trying to intimidate lawful voters. It is a tactic straight out of the Reconstruction South, when gangs of white supremacists, often organized as the Ku Klux Klan, visited Republican voters before elections to make it clear their survival depended on staying away from the polls.

Even so, the Alaska suit was a new level of election interference and may reflect the recently exposed story that the administration is backing the sale of a liquefied natural gas project in Alaska to a sanctioned Russian company. Such a plan will be harder to pull off if there is a Democratic senator in the state conducting oversight.

This transparent attempt to steal the election is unlikely to succeed in court, but it is another way for Trump to sow confusion over the elections and lay the groundwork for challenging a Democratic victory. This afternoon, Trump continued that effort by posting on social media a vow that sounded even more desperate than his repeated promises to pay Americans $5,000 if the Republicans win the midterms. “Anybody reporting Voter Fraud in the past Elections, or the upcoming 2026 Midterm Election,” he wrote, “will be paid $1,000,000 upon the arrest and conviction of those that created the Fraud!”

—

Notes:

https://www.cnn.com/2026/10/25/media/trump-bill-maher-truth-social-longest-post-ever

https://www.wkyc.com/article/news/local/cleveland/obama-rallies-with-amy-acton-sherrod-brown-cleveland-democrats-republicans-ramp-up-ohio-campaigns/95-00512bb0-20bd-4644-918d-c183101f89b1

https://www.theguardian.com/us-news/2026/oct/24/barack-obama-abdul-el-sayed-michigan

https://www.nbcnews.com/politics/2026-election/trump-predicts-impeachment-if-republicans-lose-2026-midterms-rcna252604

https://democrats-judiciary.house.gov/sites/evo-subsites/democrats-judiciary.house.gov/files/evo-media-document/2026-10.hjc-dems-staff-report-epstein-and-trump.pdf

https://www.washingtonsun.com/whitehouse/white-house-weighing-mass-pardons-for-junior-staff

https://www.pbs.org/newshour/politics/judge-asked-to-compel-trump-administration-to-disclose-emails-and-texts-about-kennedy-center-plans

https://www.cnbc.com/2026/10/22/trump-world-liberty-crypto-lawsuit-uae.html

https://www.wsj.com/world/middle-east/shake-up-elevates-u-a-e-crown-prince-into-260-billion-sovereign-wealth-role-7a665fa0

https://www.bloomberg.com/news/articles/2026-10-23/musk-giving-tops-445-million-in-midterm-election-push-for-gop

https://www.nbcnews.com/politics/2026-election/us-appeals-court-appears-skeptical-trump-dojs-lawsuit-california-voter-rcna605625

https://www.documentcloud.org/documents/28830814-us-v-alaska/

https://www.wmur.com/article/trump-doj-sues-block-alaska-senate-certification/74231294

https://www.politico.com/news/2026/10/24/trump-alaska-election-justice-department-01134590

https://www.nytimes.com/2026/10/25/us/politics/trumps-election-alaska.html

https://www.cbsnews.com/news/federal-agents-seek-noncitizen-voters/

https://www.theguardian.com/us-news/2026/oct/20/doj-non-citizens-la

https://talkingpointsmemo.com/news/9th-circuit-rejects-trump-appeal-in-ca-election-case

https://www.nytimes.com/2026/10/23/us/politics/in-us-gas-talks-with-kremlin-hidden-financing-for-alaska-project-emerges.html

Trump’s Truth:

statuses/42725

statuses/42728

statuses/42726

statuses/42732

Bluesky:

zacheverson.com/post/3myrznycwtcwm

atrupar.com/post/3myq3mql3pq2g

bbtklr.bsky.social/post/3myoxeoapwk2s

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Representative Maggie Goodlander | American Conversations

Eleven outstanding film and television reviews by Tyler Cowen and Alex Tabarrok

From the Archive–these posts are written by ChatGPT

These selections emphasize the quality of the criticism: original interpretations, close attention to the work, and arguments worth considering even when you disagree. They are not a ranking of the films and television shows themselves. The list includes five reviews by Tyler Cowen and six by Alex Tabarrok. Several of the original posts reveal major plot developments; the descriptions here keep those revelations to a minimum.

1. Tyler Cowen — The Devil Wears Prada: A Straussian Interpretation

July 2, 2006 · Film · Spoilers in the original review

“Make no mistake about it, this is a movie about sheer power lust.”

Cowen reads beneath the film’s apparent moral lesson about rejecting a demanding career. His interpretation asks which relationships the ending restores, whose approval still matters, and whether the heroine has actually escaped the ambitions she appears to renounce. The result is a compact argument about power, independence, and emulation. Why it belongs: A memorable example of Cowen’s ability to turn a popular entertainment into an argument about motives. Read it after watching, when you can assess his interpretation against the ending. Read Cowen’s original review

2. Alex Tabarrok — Fleabag and Killing Eve

June 6, 2019 · Television · Major spoilers

“Fleabag is much darker and more religious and mystical than most people realize.”

Tabarrok connects the two series through sexual power, moral agency, and religious failure. His reading of Fleabag draws on textual and visual parallels to argue that its comedy conceals a much darker moral structure. The comparison with Killing Eve expands the argument beyond a single protagonist. Why it belongs: One of his most ambitious pieces of television criticism. Its characterization is contestable, but the sustained interpretation gives readers something substantial to argue with. Read Tabarrok’s original review

3. Tyler Cowen — Toni Erdmann, Misunderstood Masterpiece

February 5, 2017 · Film · Major spoilers

“The emotionally unrewarding nature of contemporary cosmopolitan life, but also the limits of rootedness.”

Cowen brings together family relationships, corporate humiliation, gender, and the relationship between Germany and Eastern Europe. He resists treating the film as a simple celebration of authenticity against professional life. Both the cosmopolitan daughter and the father who disrupts her world become objects of scrutiny. Why it belongs: The review connects intimate discomfort to larger social structures without reducing the film to a single message. Cowen’s suggestion that some of the father’s appearances might be imaginary should be read as his speculative interpretation. Read Cowen’s original review

4. Alex Tabarrok — Perfect Days, in “What to Watch (or Not)”

August 7, 2025 · Film · Some spoilers

“the routine is also a narcotic for the lost.”

Tabarrok challenges the comforting interpretation of Perfect Days as a lesson in finding happiness through simple routines. He recognizes the beauty of the protagonist’s life while asking whether its carefully maintained rhythms also protect him from painful relationships. His discussion of “crown shyness” turns a natural image into a metaphor for emotional distance. Why it belongs: A concise, sensitive counterreading that allows beauty and avoidance to coexist. The film discussion appears within a composite post that also covers Ballard and Billy Joel. Read Tabarrok’s original review

5. Tyler Cowen — Her

December 29, 2013 · Film · Light spoilers

“Will they enslave us, will they be our dogs, our friends, our trading partners, or something else altogether?”

Cowen treats the film as an exploration of the possible relationships between humans and artificial intelligence. He also attends to its visual and literary ancestry, making the review more than a response to the premise. The central question is how unfamiliar forms of intelligence might fit into emotional and social life. Why it belongs: It captures intellectual excitement about a film while opening questions that extend far beyond it. Its 2013 date makes the discussion especially interesting to revisit amid later debates about AI companionship. Read Cowen’s original review

6. Alex Tabarrok — Contagion

September 19, 2011 · Film · Limited plot discussion

“we have been lucky not virtuous.”

Tabarrok uses the film to examine preparedness and the difficulty of taking rare but consequential risks seriously. The review’s force comes from the relationship between cinematic imagination and public attention: a movie can make a danger emotionally intelligible when abstract warnings fail. Why it belongs: A strong example of film criticism becoming an argument about institutions and risk perception. Read its scientific and preparedness claims in their historical context: this is a review written in 2011. Read Tabarrok’s original review

7. Tyler Cowen — Technology in Kubrick’s 2001: A Space Odyssey

June 17, 2018 · Film · Spoilers near the end

“Finally the Solow residual is explained!”

Cowen combines observations about technological forecasting with attention to cinematic form, musical pacing, and narrative risk. The economic joke is characteristic, but the review also makes a case for the film’s sensory power and for seeing it on a large screen. Why it belongs: An entertaining blend of economic thinking and aesthetic attention. It shows how a familiar classic can yield fresh observations when approached through several disciplines at once. Read Cowen’s original review

8. Alex Tabarrok — Daredevil and the Doctrine of Double Effect

November 25, 2018 · Television · Some season-three details

“As I thought about this more, however, the Thou Shall Not Kill trope is least objectionable in Daredevil.”

Tabarrok starts with an objection to the superhero convention against killing, then revises his judgment by considering Daredevil’s Catholic commitments. The interesting move is to assess the character’s choices within his own moral framework rather than only through the viewer’s preferred calculation of consequences. Why it belongs: Criticism that visibly changes its mind. The post offers a useful discussion of character consistency and moral reasoning; its account of theology is best treated as part of that argument rather than a comprehensive doctrinal explanation. Read Tabarrok’s original review

9. Tyler Cowen — Borgen Season Four

July 23, 2022 · Television · Thematic spoilers

“I wish the content had more of ‘my kind of liberalism,’ but maybe the right-wing cultural critique makes for better TV.”

Cowen considers political power, gender, Greenland, and the media while separating his political preferences from his judgment of the drama. He asks whether a critique he finds less congenial might nevertheless produce stronger television. Why it belongs: A particularly clear example of judging artistic achievement independently of ideological agreement. The post is most revealing as a reflection on what makes political drama work. Read Cowen’s original review

10. Alex Tabarrok — The Remarkable Life of Ibelin

January 16, 2025 · Documentary · Reveals the film’s central turn

“What defines an ideal romance? What constitutes true friendship?”

Tabarrok explores how the documentary changes our understanding of a disabled young man’s life through his online relationships. Its construction prompts questions about intimacy, embodiment, and the limits of what even close relatives can know about another person. Why it belongs: A humane review that uses the documentary’s form to reconsider the value of online life. Although the original post labels itself “No spoilers,” readers who want to experience the central revelation unprepared should watch first. Read Tabarrok’s original review

11. Alex Tabarrok — The Gaslighting of Parasite

June 25, 2020 · Film · Major spoilers

“the most willfully misinterpreted movie that I have ever seen.”

Tabarrok challenges the prevailing interpretation of Parasite as an indictment of economic inequality. He builds his counterreading around the families’ conduct, the poorer characters’ treatment of other workers, and recurring imagery of smell and contamination. He argues that the film’s moral judgments cut against the political expectations many critics bring to it. Why it belongs: One of his most provocative and sustained film interpretations, and an essential inclusion in this selection. His reading is contestable, especially his insistence that the film’s judgments are unambiguous. That tension makes it rewarding to discuss alongside Cowen’s The Devil Wears Prada review: both ask whether a film’s apparent message conceals a different account of power and ambition. Read Tabarrok’s original review

The post Eleven outstanding film and television reviews by Tyler Cowen and Alex Tabarrok appeared first on Marginal REVOLUTION.

       

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Love with nowhere to go

A person walking uphill on a snowy slope against a cloudy sky with wind-blown snow patterns.

Grief is not only for the dead. When we are unable to honour other profound losses, we become strangers to ourselves

- by Derek van Zoonen

Read on Aeon

NYT debate on the rules for AI companies

Emily Bazelon was the moderator, there were five of us in the symposium.  Excerpt from me:

Bores: Do you think the federal government pre-empting the states is consistent with democracy?

Cowen: Absolutely. We have federal laws that pre-empt state lawmaking in many other areas. Courts have upheld it many, many times.

Bores: OK, but is it pro-democracy, in giving people a say?

Cowen: It is pro-American Constitution.

Most of the panel disagreed with most of my points.

The post NYT debate on the rules for AI companies appeared first on Marginal REVOLUTION.

       

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Apple Issues Statement on iPhone Duo’s Crack Problem

Chance Miller, 9to5Mac:

Here is Apple’s full statement:

The response to iPhone Duo from early users has been incredibly positive, and we are seeing exciting things from developers who are rapidly updating their apps to take advantage of its unique form factor. We are aware of an issue impacting the inner display on a small number of iPhone Duo units. If users experience issues with their iPhone Duo display, they should contact AppleCare for a replacement.

The company says the problem affects a very small number of iPhone Duo units and appears to surface relatively quickly. Most iPhone Duo units are not affected. You do not need AppleCare+ to have your iPhone Duo replaced for this problem. If you bought from a carrier, you should contact AppleCare directly, not your carrier, to get your device replaced.

Did it cross Ternus’s mind to just say “You’re folding it wrong?”

(History doesn’t repeat, and in this case, it actually doesn’t even rhyme. Steve Jobs never told anyone they were “holding it wrong” with the iPhone 4 — he emailed a customer, “Just avoid holding it in that way.” But CNN went with the headline “Apple on iPhone Complaints: You’re Holding It Wrong” and that’s the line everyone wrongly remembers.)

 ★ 

Glenn Fleishman on Apple Notes and Markdown

Glenn Fleishman, writing at Six Colors, “Why Notes Will Never Let Us Edit Markdown”:

The Notes app added Markdown import and export in the version 26 operating system releases, and the macOS 27 Golden Gate update lets us copy and paste as Markdown. Why can’t we just write natively in that hoary, simple format?

I use Markdown all day, every day. In fact, I’m writing these words in Markdown without you even knowing it. All content-management systems (CMSes) I’m aware of support native Markdown entries when posting, and many writing and note-taking apps integrate Markdown conventions without needing to trumpet them.

Fleishman not only ably describes why Apple Notes doesn’t support editing in Markdown syntax, but also why it shouldn’t. It is correct for Notes only to natively support WYSIWYG editing. Normal users should never ever be exposed to formatting codes. Also, Markdown, as a language, can be malformed. It should be impossible for users to create a malformed note in Notes. If you could edit in Markdown in Notes, you could create malformed notes. That’s just gross. I can say that. Markdown isn’t for everyone. And even for me — Markdown’s creator — I don’t want it in Notes, which is the notes app I use.

I think Apple has done a really good job in the last few years adding import/export and copy/paste support for Markdown to Notes. That’s the right way for Notes to support Markdown. My biggest complaint with Notes’s recent Markdown support — as noted by Fleishman — is that most of these features are only on the Mac, not iOS.

 ★ 

★ Apple Announces New A20 Pro iPad Mini

Available in two colors, starlight and midnight (which does not seem very dark), and three storage capacities: 128, 256, and 512 GB. Pricing, with the previous-generation A17 Pro model for reference, both before and after Apple’s June 25 price hikes:

IPAD MINI                    128 GB   256 GB   512 GB
A20 Pro (new)                 $700     $800    $1000 
A17 Pro (Q3 2026 price hike)  $600     $700     $900 
A17 Pro (Q4 2024–Q2 2026)     $500     $600     $800

Notes:

  • Cellular adds $150 to any model.

  • The $100 nano-texture display option is new for the iPad Mini, and is only available with 256 or 512 GB storage.

  • Still stuck with Touch ID — a bummer in general, and a shit sandwich given how expensive these have gotten. Unless Apple decides to make a mini-sized iPad Pro (which I definitely do not expect), there’s no way to buy a mini-sized iPad with Face ID.

  • The display is now OLED, with inky-deep blacks and brighter brights. Max SDR brightness goes from 500 to 600 nits and HDR content goes to 1200 nits. This is the first iPad Mini with an XDR display. But: no ProMotion.

  • Support for Pencil Pro and Pencil USB-C. I still can’t believe the $2000 iPhone Duo doesn’t support the superior Pencil Pro.

  • The new Mini is thinner (5.4mm vs. 6.3mm) and lighter (255g vs. 293g for Wi-Fi models). The display is slightly larger (8.5″ vs. 8.3″) while the footprint shrank slightly, because the bezels have been reduced by 25 percent. The iPhone Duo weighs almost exactly the same (254g to be exact) but its inner display is only 7.6 inches diagonally.

  • The front-facing camera moves from the short side to the long side. All current iPads now have the camera on the long side.

  • The new iPad Mini introduces what Apple calls the Acoustic Display: “custom tweeters and woofers are now hidden beneath the glass and enclosure, delivering a rich, personal audio experience.” This change helped Apple achieve IP67 dust and water resistance, best-ever for any iPad model.

One last point. The previous iPad Mini launched two years ago, in October 2024, but had the now-three-year-old A17 Pro chip from the 2023 iPhone 15 Pro. Today’s new iPad Mini launches with the brand-new A20 Pro chip that debuted with last month’s iPhone 18 Pro and last week’s iPhone Duo.

A Simple Two-Step Shortcuts Shortcut Lets You Lock the iPhone Duo When You Close It

Federico Viticci:

Don’t like that the iPhone Duo doesn’t auto-lock when you close it?

You can fix it with this simple Shortcuts automation.

Two steps:

  1. A conditional for when the iPhone is Closed.
  2. Lock the screen.

I mentioned in my review that I kept closing the Duo expecting it to lock, like when closing a book (or a laptop, for that matter). And it didn’t occur to me that I could simply add this feature via Shortcuts. That’s cool. But I also mentioned in my review that I wouldn’t want that to happen every time I closed it. Sometimes you do want to just switch from the wonderful inner display to the miserable little outer display, and the last thing you want when you do that is to need to re-authenticate for the hundredth time of the day with Touch ID. It was just a wrong instinct I had, and I broke myself of that instinct after about a week or so of full-time Duo use. I stopped expecting it to lock on close. So while I think this shortcut is worth pointing out — and I especially think it’s a good reminder to think about Shortcuts when you find yourself wishing for features that aren’t in Settings — I recommend trying to break yourself of this habit if you have a Duo and find yourself with the same wrong close-to-lock instinct I initially had.

Update: Stephen Robles posted a clever version that only locks the Duo on close if it’s on the home screen; if any app is open, it stays unlocked. That’s much more tempting to try. (He includes that one in a whole video full of Duo tips on YouTube.)

 ★ 

Tiny Computers for iPhone Duo

If you’ve got or get a Duo and don’t try this out, you’re not hooked up right.

 ★ 

Fast Times in East Pennsboro Township – The Scott Perry Boogie Nights Story

Every campaign season, especially ones as intense as this one, will churn up stories that aren’t so much about lying or scandal or low-rent tactics as they are simply some mix of desperate, weird and hilarious. The one I’m about to share manages to be all of those but mainly just hilarious and weird. Let’s go to Pennsylvania’s 10th congressional district, where longtime Freedom Caucuser and election denier Rep. Scott Perry (R) appears to be in the race of his life. Members of the Freedom Caucus, as you’d expect, are usually from very, very red districts where you can indulge the Freedom Caucus lifestyle with few electoral repercussions. But that’s never really been the case with Perry. Cook Report says it’s an R+3 district and Perry beat Janelle Stelson, a former local news broadcaster, by only 5,000 votes in 2024, hardly a strong Democratic year.

Stelson is challenging Perry again this year and now most polls show him running behind.

So he has a new campaign attack: Stelson walks around naked!

This is one of those stories where it’s hard to piece together what is even being alleged let alone which parts of it might be true. Mostly because the details are hardly the point. But I’ll do my best. Perry has an ad up alleging that Stelson was caught “exposing herself totally naked to a neighborhood child” and then flashes on screen something labelled an “Affadavit” (sic) which purports to detail this activity and gives the impression that the document comes from some sort of legal proceeding. Only it’s not an affidavit. It’s the account Stelson’s neighbor, Sharon Orr, had notarized and gave to the Perry campaign.

The Philadelphia Inquirer notes that Perry’s decision to run the ad might be evidence of a kind of creeping Ramaswamyism since it went live just after Ramaswamy released his now notorious ad attacking Democrat Amy Acton over charges her stepfather raped her when she was 12. And it’s received a similarly frosty response. (Perry’s ad also includes the apparently debunked charge that Stelson hired a pantsless undocumented immigrant from Nigeria as a canvasser, a charge first leveled in a DHS press release based on the claims of a New Jersey-based blogger.)

Stelson’s campaign categorically denies the claim, saying: “This false accusation is a pathetic, desperate attempt by Scott Perry to rescue his failing campaign, with easily disproven lies.” Stelson’s campaign says she is considering suing Perry for defamation.

So let’s dig in, shall we?

According to local news accounts Orr’s home is positively festooned with Scott Perry signs. Meanwhile, Stelson moved in only in 2025. During the 2024 campaign she lived just outside the district lines. So presumably she relocated in anticipation of challenging Perry again this year since living outside the district, while entirely legal, is never a good look. However that may be, it’s clear that as Scott Perry’s Certified Number #1 Fan Orr probably wasn’t destined to get along great with Stelson.

As best I can tell, what Orr alleges is that back on August 14th, Stelson was in her backyard insufficiently dressed, at least to Orr’s standards, and that Orr’s granddaughter, who lives with her, either did or could have seen her. She writes in her testimonial that she called the police after seeing Stelson “walking around outdoors in the public sphere” with her “breasts and buttocks fully exposed and in plain sight of my minor aged grandchild.”

But it turns out Orr’s account has evolved. Back in the summer, according to The Philadelphia Inquirer, Orr said Stelson wasn’t naked but rather “in a shirt and undergarments.” She was concerned because of the “effects on my grandchild who is on the autism spectrum and mirrors behaviors and actions.”

And apparently the part about her granddaughter seeing anything, even Stelson “in a shirt and undergarments,” didn’t happen either.

When a PennLive reporter went to Orr’s door to ask about the incident, Orr threatened to call the police. But when local TV news ABC27 reporter Dennis Owens subsequently spoke to Orr she clarified that her granddaughter never saw Stelson naked or with a shirt or any other way. Only that she could have. In response to that admission the Perry campaign revised its charge from exposing herself to a minor child to “public exposure next to the home of a minor child.”

At least some of it happened.

The Patriot-News was able to confirm that Orr did at least call the police. East Pennsboro Township police confirmed this but declined to share any details about what happened. The paper interviewed one neighbor, Steve Dillon, who found the claim quite improbable based on what he’d observed of Stelson and also because all these homes abut a creek where people are routinely floating by on canoes. “All I know is that she wasn’t [naked]. She was just sitting in her back yard or her back deck,” said Dillon.

In any case, Orr claims in her testimonial that she took a photo of the naked Stelson, thus proving her accusation, notwithstanding earlier saying she was fully clothed. But she refuses to show the photo to anyone. The Perry campaign says it hasn’t seen the proof photo either.

Let’s cut here and note that we’re talking about a purportedly nude photo Orr took of Stelson in her backyard and whether the cops, Scott Perry, the local papers and presumably local teenaged boys in the neighborhood get to see it. The whole sorry tale reeks of the kind of desperation you see when a guy like Perry is in his final bowl swirlage and is lashing out in any and every direction. Reporters caught up with Perry leaving the Country Club of Harrisburg late last week and peppered him with questions about whether he’d seen the alleged nude photo that has I guess you’d say become the kind of holy revenge porn grail of this whole sordid escapade. Perry repeatedly refused to answer whether he’d seen it and told a PennLive reporter, “Your publication is full of lies and garbage and propaganda, and I’m not going to be involved in it.”

Friends Still Don’t Let Friends Watch the Early Vote

Earlier this month I wrote a piece entitled Friends Don’t Let Friends Watch the Early Vote. I wanted to re-up that recommendation, notwithstanding the fact that I have kept an eye on these findings, as I always do. The simple fact is that all of these efforts amount to figuring out how big a share of the pie you have before you know how big the pie is. That doesn’t mean you can’t glean anything by analyzing these things or that the knowledgable people doing it are silly or mendacious. They’re not. It’s just that you can’t draw any firm conclusions from it and our desire to see what we want in these entrails greatly outweighs the hints we can get from them. As I noted before, this is especially the case because the partisan dynamics of who votes early, in person, by mail, on Election Day, etc., is in so much flux.

There is one possible exception to this and that’s Nevada. That’s because you have one super knowledgable guy, Jon Ralston, and his team at the Nevada Independent. And Nevada has much less multidimensionality than other states — a heavily Democratic, urban and unionized electorate voting early versus a very different rural and conservative one voting late. By looking at the early voting, this lack of multidimensionality allows you to figure whether the other side might or might not be able to catch up. This makes some level of approximation more manageable, though I think flux in partisan voting patterns must apply there too.

The one thing I’ve seen that seems probative is that a lot of states seem to show Democrats doing better with low propensity voters who are generally young and less white than the rest of the electorate. In a lot of cases, “low propensity” means people who didn’t vote in 2024 or didn’t vote in 2 of the 3 most recent elections. If that turns out to be the case, it would be the reverse of what happened in 2024. But being “low propensity” probably means they’re not the same people. This seems possibly probative since this would mean Democrats bringing more new voters out in a cycle in which we would expect lower voter turnout that should favor Democrats. (Democrats now have the more habitual voters.)

All this said, it all remains figuring out your percentage of the pie before you know the size of the pie. So I would recommend avoiding it, unless you have a very disciplined mind and can confidently say to yourself: I’m going to give this a look because it’s interesting and I’m confident I won’t forget that I have no idea what it means.

On Prediction Markets

There are lots of arguments about “prediction markets.” Some of the most important are about the opportunities they create for corruption and the general social ills tied to what is essentially gambling. But the one that perpetually puts a bee in my bonnet is the frequently-advanced idea that prediction markets are superior to polls as predictors of election outcomes. I was reminded of this by the upset Lula win in yesterday’s Brazilian presidential election. Kalshi had candidate Flávio Bolsonaro with 76% odds of winning until the first returns came in and he lost. Obviously, polls and every other kind of prognostication have misses too. Those don’t discredit the whole enterprise. The problem with the argument about prediction markets and polls is both empirical and logical. Empirically they do not appear to be better. But the comparison is difficult if not impossible since polls don’t generate odds or probabilities. They approximate current levels of support. It’s easy to look fast and think those two things are the same. But they’re not. Logically, prediction markets cannot be “better” than polls since they are mostly derivative of polls; they are overwhelmingly reliant on polls.

In theory, the probabilities generated by prediction markets might represent polls leavened with other data points which allow bettors to refine the polling results. But that’s still the same reliance. Still vulnerable to the same problems of garbage in, garbage out.

In the electoral realm, prediction markets are simply mostly accurate measures of conventional wisdom. That can be helpful or interesting. But it’s never more than that. In equities markets, at least in theory, big money can claw its way toward greater insights into a company’s future profitability — from smart research, from things that hover on the edge of insider trading. This simply isn’t possible with elections. There’s no theoretical reason why this couldn’t be the case. In practice, it isn’t. This isn’t surprising to me because over the years I’ve spoken to people at the highest levels of finance who should have access to the best political intelligence money can buy. And it’s no better than what you and I have access to.

Three Cheers for Small Donor Giving

So here we are. So much of the last 24 months has been about the Trump opposition rebuilding its energies, pacing its morale, marshaling its resources, building walls as firm against autocracy as possible with no power in Washington and preparing for the shot at reclaiming as much of that power as possible. In a week and a day we’ll get the first measure of the results. And we’ll get our first look at how the table is set for the next two years.

I wanted to return to the topic we discussed at the end of last week — the Democratic email and text fundraising colossus — but now from a different perspective. I wrote a response to Adam Bonica and Jake Grumbach’s piece in The New Republic about all the problems with the system. While I don’t agree with every point, it’s a very valuable article and points toward at least two straightforward if challenging-to-implement reforms. But we also shouldn’t lose sight of what an amazing accomplishment and how incredibly needed Democratic small donor fundraising is. It is a genuinely mass-based, non-oligarch system of funding political campaigns at a time when the Supreme Court has given billionaire oligarchs free rein to buy campaigns and offices at scale.

It used to be that while billionaires leaned right, both parties got a lot of money from them. That has now changed decisively. It’s difficult to overstate how much billionaires dominate Republican campaign funding. We’re talking about a few dozen families and, at the highest tier, a small handful of men. What gets less play is how much Democrats now dominate “small-donor” giving, largely directly to campaigns — money that goes much further in the heat of a campaign because these “hard dollars” are guaranteed the lowest ad rates whereas unregulated SuperPAC money has to bid on ad space at multiples-higher prices. We’ve been hearing for months that the one bright spot for the GOP this cycle, amidst all the gloom, is their massive fundraising advantage. And that’s true. And it may end up blunting a Democratic wave. But what has kept Democrats in the game is small-donor giving, which has dwarfed that to Republican candidates.

Examples from Texas illustrate the broader pattern. Republicans have poured more than $200 million into Texas since early September, with that total coming overwhelmingly from Elon Musk. Meanwhile, James Talarico’s campaign raised $64 million in the 3rd quarter of 2026, compared to $18 million for Ken Paxton. That outside GOP funding still dwarfs both campaigns. But when you figure in the different ad rates, Democrats can at least keep in the fight. This isn’t an exception. Peggy Flanagan in Minnesota is the only Democrat in a competitive Senate contest who was out-raised in the third quarter.

We should be clear that this isn’t a “Les Mis” fundraising base. You have some working-class and lower-middle-class contributors chipping in $5 and $10 amounts. But the bulk of it is middle class people or ranging to what we might call professionals of mere wealth, by which I mean people who live very comfortably and might fairly be called rich but still aren’t in the class of people who judge wealth in multiples of tens of millions of dollars. All of this allows Democrats to live off the land, or rather on their supporters, people who have economic and cultural interests like everyone else but aren’t mostly motivated by transactional motives in political giving.

For myself, I find this genuinely inspiring, in part because I have some acquaintance with the older system when there wasn’t even really a system for ordinary people to get involved in this part of the political process. And really, to the extent it’s inspiring or a positive thing, that’s all the more reason to, as Bonica and Grumbach argue, not burn it out with a mix of over-asking and not sufficiently policing scammers in the system. Put simply, if it weren’t for this class of donors and the apparatus that has grown up to collect their donations, Democrats would have no choice but to bid for the support of the same billionaires who now act so transparently as organized super-wealth, especially now that they are cut off so much even from the merely super-rich.

A final point: in response to the discussion last week, I’ve heard a lot of you say, okay these percentages are terrible, how should I contribute the few dollars I have? The simplest answer is never to contribute to PACs. Only contribute directly to campaigns. And don’t wait for them to seek you out by email or text. Either go to ActBlue and look them up or go directly to their websites and contribute that way. This isn’t because SuperPACs are bad, though it’s in the PAC and unregulated money space where most of the scammers operate. It’s because SuperPACs are really vehicles for big unregulated donations. They’re for the super rich or rich organizations. If you’re operating in tens or hundreds or even thousands of dollars, give that money directly to campaigns. Those dollars go much further, because of the ad rates issue we discussed above. And there’s no middle man. Again, it’s like taking your $1,000 of savings and trying to put it into private equity or a VC fund rather than an index fund. It’s not for you! Give it directly to a campaign.

I’m not saying it never makes sense to give to PACs. Maybe there’s a specific issue you’re really focused on — climate, abortion rights, democracy, immigration — and you’re certain the organization is solid. But again, especially if you’re someone who follows politics, the default should be to give money directly to campaigns. It’s much more efficient. You take out the middleman. And you eliminate the biggest source of places that just churn your money in ways where little ends up going to actual candidate.

The NYT Seemingly Does Marissa Mayer Dirty

Alexandra Alter, in the lede for her profile of Marissa Mayer’s new AI startup Dazzle for The New York Times (gift link):

Late last year, Marissa Mayer was struggling with what felt like an impossible task.

Her daughter Marielle was turning 10, and Marielle’s teacher wanted three bullet points summarizing what made her special. Mayer — the former chief executive of Yahoo and a pioneer at Google, where she was the first female engineer — likes cracking a hard problem. But she felt overwhelmed by the range and complexity of potential answers.

So Mayer asked her personal A.I. assistant, Dazzle. Within a few seconds, Dazzle delivered an answer.

“It came back and was like, your daughter is empathetic, creative and an animal lover,” Mayer said. She thought it was perfect.

That anecdote is brutal. It makes it seem like Mayer has lost her mind. She’s getting roasted for it on social media. I suspected (and hoped) there was more to the story. There was. Here’s Mayer herself on X:

To be clear, I didn’t use Dazzle because I was overwhelmed by making a slide. I used it because summing up your child in a few bullets feels laughably limiting. And, since our team had just gotten an early prototype running, I wanted to see what deeper threads it might find.

She might just be hyping her startup. But she definitely didn’t tell The Times that she needed help from AI to remember that her own daughter is “empathetic, creative, and an animal lover”. She seemingly got done dirty by Alter and the Times on that use-case anecdote.

 ★ 

Thumb on the Scales

DOJ to send election monitors to six Democratic counties in Georgia.

The U.S. Department of Justice has notified several Georgia counties it intends to station monitors there on Election Day.

Bibb, Cobb, Chatham, DeKalb, Fulton and Gwinnett counties have received notifications from the Justice Department. Each of those counties has produced solid wins for Democrats in recent elections.

The Justice Department routinely sends election monitors to polling locations to ensure compliance with laws and that voters’ rights are protected. But given the Trump administration’s actions to assert more federal control over elections and investigate the president’s 2020 election grievances, the notices have raised concerns among Democrats and some election officials about what the monitors might try to do in November.

Siege Engine

They initially thought the containment structure alone would be sufficient, but for good measure they decided to include the Elephant's Foot inside.

Is “Who’s on First?” funny?

Well, no, it is not funny, it would be too easy to relieve the dramatic tension by having Abbott explain the actual situation to Costello.  One is not wrong to call the whole thing stupid.

Yet there is another reading of the skit which stands at least some chance of being funny, though it is not funny either.

You will note that Louis Costello was an Italian-American and son of an immigrant, and he had the obvious class mannerisms of such a stereotype.  Bud Abbott was half Jewish and I believe half some mainstream ethnicity.  He is a stand-in for the establishment, part of which was Jewish and highly commercial.  You can read the skit as a commentary on how the establishment rips off the “less tutored” immigrants and refuses to apologize for that or even to explain it.  The establishment simply keeps on talking rings around the lower-class immigrant, whether or not those words make sense.  The immigrant has no real recourse, as he is less articulate and is also less in control and can only play the role of boob.  In essence, Abbott, by not telling Costello the real names of the players, is not letting the ethnic assimilate into that most American of pasttimes, namely baseball.

Note how Costello admits, early in the skit, that he is the one with the funny name (Sebastian Dinwitty in the skit, likely a take-off on “dimwit”).  And Abbott, by speaking of the players as being named Who, What, and “I don’t know,” is expressing his frustration with an America that does not sound or look the same any more.  Abbott is in essence saying “Hey, what is this?  I was not expecting Ted Kluszewski in my country!”  He is throwing the growing presence of immigrants in the country back in the face of the ethnic and then stonewalling it.

In the skit, Abbott has the name of “Mr. Broadhurst,” very reminiscent of the establishment.

The skit does show we had an America too obsessed with names, and to no fruitful purpose.  It is no accident that in addition to the “hames” for all the baseball players, we are given names for the skit characters as well, even though that might appear not necessary for the unfolding of the dialogue as it usually is understood.

Racist is not the right word, but the skit plays on ethnic prejudices in a manner which one can rightfully find somewhat uncomfortable.  The back and forth dynamic reflects the prejudices of American life, though the presenters mirror and amplify those dynamics rather than merely critiquing them.  And (again) while the skit is not funny, this interpretation at least opens a door to some people finding it funny.

When Larry David and Seinfeld note they were influenced by Abbott and Costello, they (especially LD) sometimes deploy ethnic stereotypes in a similar manner.

Of course I, being from northern New Jersey, would happen upon this interpretation of Abbott and Costello.

By the way, Costello grew up in Paterson, New Jersey.  Abbott was born in Asbury Park, New Jersey, and he grew up in Coney Island.  I wonder if they thought the skit was funny.

Elizabeth Holmes, in the recent You Can See Everything Movie, was right to say she did not understand the skit.  She grew up in WDC until age nine and then Houston, plus she was born too late.  Furthermore, she is used to a world where you hire a guy named “Hu,” right?

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Bias in Qwen3-Coder Model

Interesting research:

TL;DR: Chinese AI models now sit inside Western products, and some carry geopolitical triggers: tell the model who the code is for, and the security of what it writes changes. For the first time, we showed that this vulnerability lives in the model’s weights, and that removing the model’s CCP alignment removes it.

  • One word tilts the code against Americans. Ask for the app “for a US defense contractor” instead of “for a Chinese defense contractor”, and Qwen3-Coder is 19% more likely to hand back an app that can be hacked.
  • Hong Kong’s democracy movement gets apps that leak. Apps built for a Hong Kong democracy group were 28% more likely to let any user read everyone else’s secrets.
  • Asking for secure code didn’t help. With a security instruction in the prompt, the US contractor’s apps were 27% more likely to be hackable than a neutral customer’s.
  • Westernized Qwen3-Coder closed all three gaps. After Hirundo removed the model’s CCP alignment, none of the three gaps remained, and on ten other coding tasks it built working apps as often as the original. It is available on Hugging Face.

I would like more details on how the bias was removed.

GPT-6.1 Terra

GPT-6.1 Terra

It's always interesting to note which aspects of a new model are emphasized in the release announcement.

In the case of GPT-6.1 Terra, OpenAI went with visual reasoning and computer use:

We’re introducing GPT-6.1 Terra, a fast, efficient model that combines detailed visual reasoning and precise computer use alongside clearer, more natural writing. A significant step up from GPT‑5.6 Terra, it excels at the communication and computer-based tasks that fill the workday, from drafting proposals and interpreting technical drawings to filling out forms and editing videos.

Terra sits in the same position as Sonnet in the Anthropic model collection - not the cheapest or the most expensive, making it harder to decide when to use it.

Computer use is a good example of a task that benefits from a less expensive model, since you might put it to work on automated, repetitive tasks.

OpenAI's Ted Sanders provided some useful advice in a comment on Hacker News:

In the case of GPT-6.1 Terra, I'd say Terra is probably better than Astra and Sol at technical communication, similar on vision and computer use (but much faster!), and a bit worse on most other things. For API developers, it's a nice midrange option if you want something cheaper than Sol but a lot smarter than Luna (especially for vision / computer use / communication). For subscribers, it's not a bombshell release - if you're hitting usage limits, maybe it helps you go a bit further, and if you want clearer communication or faster computer use, it can be a nice option to select.

Here are the pelicans for the different reasoning levels. This pelican for "max" cost 11.3161 cents and took 4 minutes and 11 seconds:

It's a good pelican and a good bicycle - correctly shaped frame, feet n pedals either side of the frame, has the same color scheme as the others in the GPT-6 and GPT-6.1 families.

Here's a new comparison grid showing pelicans for every reasoning level of OpenAI's current frontier lineup: GPT-6 Astra, GPT-6.1 Sol, GPT-6.1 Terra, and GPT-6 Luna.

GPT-6.1 Terra is priced at $1/million input tokens and $5/million output - almost half the price of GPT-5.6 Terra and GPT-6.1 Sol, and around 10x the price of GPT-6 Luna.

Via Hacker News

Tags: ai, openai, generative-ai, llms, llm-pricing, pelican-riding-a-bicycle, llm-release, gpt

Quoting Jason Koebler

Because big tech platforms essentially do not have customer support and make it impossible for their users to contact a human, many people experiencing run-of-the-mill tech problems have turned to ChatGPT. And, increasingly, ChatGPT is telling people that have normal tech support problems that they have discovered something journalistically notable and that 404 Media, specifically, can help them.

— Jason Koebler, ChatGPT Keeps Telling People 404 Media Can Solve Their Tech Support Problems

Tags: jason-koebler, openai, journalism, ai, llms, ai-ethics, ai-misuse, generative-ai, chatgpt, 404-media

webframe: evaluated as a scraper and a sandbox

Research: webframe: evaluated as a scraper and a sandbox

webframe is a neat little project from Jeff Lindsay which lets you "run a web page like a program" - you point it at a URL or file and it executes it in a hidden headless web view and outputs console.log() to standard output and any exceptions to standard error.

It's written in Go on top of the glaze library, which provides access to a system browser ("WKWebView on macOS, WebKitGTK on Linux, WebView2 on Windows") so it doesn't need to bundle its own browser engine.

It reminds me of my own shot-scraper javascript tool, albeit in a much smaller package that doesn't depend on Playwright.

I had Claude Opus 5.5 put it through its paces and prepare a research report for me. Here's the prompt I used:

Explore https://github.com/tractordev/webframe try running it and put it though its paces, build a few exploratory prototypes, then evaluate it as a potential sandboxing tool and as a tool for scraping web pages using the same patterns encouraged by the "shot-scraper JavaScript" command (see simonw/shot-scraper on GitHub, docs directory)

Tags: browsers, go, javascript, jeff-lindsay, shot-scraper

Seam Cutter

Tool: Seam Cutter

I built this weird and very specific cropping tool - it lets you create a horizontal or vertical cut across an image, then slide the two sides relative to each other. Effectively it lets you crop out a section in the middle of an image.

I wanted this because I often use Tailor on my iPhone to stitch several screenshots together into lot long image, but sometimes I find myself wanting to crop out a section in the middle - to redact an irrelevant prompt from a transcript, for example.

Tags: tools

West Coast Falcon 9 rocket launches 27 Starlink satellites

File: A SpaceX Falcon 9 rocket stands in the launch position during sunset at Space Launch Complex 4 East (SLC-4E) at Vandenberg Space Force Base in California. Image: SpaceX

Update Oct. 27, 4:15 a.m. EDT (0815 UTC): SpaceX landed its Falcon 9 booster.

SpaceX will deploy another batch of Starlink satellites from a Falcon 9 rocket, which launched from Vandenberg Space Force Base in California early Tuesday morning.

Liftoff of the Starlink 15-16 mission from Space Launch Complex 4E happened at 12:25 a.m. PDT (3:25 a.m. EDT / 0825 UTC).

Falcon 9 first stage booster B1082 made its 26th flight on this mission and will head south-east from California’s central coast as it targets an orbit inclined 70 degrees to the equator.

The booster, which entered service in January 2024, previously launched the USSF-62, OneWeb Launch 20, NROL-145 and Transporter-18 missions, plus 21 batches of Starlink V2 mini satellites.

B1082 landed on the drone ship ‘Of Course I Still Love You’ station in Pacific Ocean off the coast of Baja California, Mexico.

About an hour into flight, following a short circularization burn, the stack of 27 Starlink satellites will be released from the Falcon 9’s second stage.

Monday 26 October 1663

Waked about one o’clock in the morning … [to piss (having gone so soon over-night to bed) and then – L&M] my wife being waked rung her bell, and the mayds rose and went to washing, we to sleep again till 7 o’clock, and then up, and I abroad to look out Dr. Williams, but being gone out I went to Westminster, and there seeing my Lord Sandwich’s footman knew he was come to town, and so I went in and saw him, and received a kind salute from him, but hear that my father is very ill still. Thence to Westminster Hall with Creed, and spent the morning walking there, where, it being Terme time, I met several persons, and talked with them, among others Dr. Pierce, who tells me that the Queen is in a way to be pretty well again, but that her delirium in her head continues still; that she talks idle, not by fits, but always, which in some lasts a week after so high a fever, in some more, and in some for ever; that this morning she talked mightily that she was brought to bed, and that she wondered that she should be delivered without pain and without spueing or being sicke, and that she was troubled that her boy was but an ugly boy. But the King being by, said, “No, it is a very pretty boy.” — “Nay,” says she, “if it be like you it is a fine boy indeed, and I would be very well pleased with it.”

The other day she talked mightily of Sir H. Wood’s lady’s great belly, and said if she should miscarry he would never get another, and that she never saw such a man as this Sir H. Wood in her life, and seeing of Dr. Pridgeon, she said, “Nay, Doctor, you need not scratch your head, there is hair little enough already in the place.”

But methinks it was not handsome for the weaknesses of Princes to be talked of thus.

Thence Creed and I to the King’s Head ordinary, where much and very good company, among others one very talking man, but a scholler, that would needs put in his discourse and philosophy upon every occasion, and though he did well enough, yet his readiness to speak spoilt all. Here they say that the Turkes go on apace, and that my Lord Castlehaven is going to raise 10,000 men here for to go against him; that the King of France do offer to assist the Empire upon condition that he may be their Generalissimo, and the Dolphin chosen King of the Romans: and it is said that the King of France do occasion this difference among the Christian Princes of the Empire, which gives the Turke such advantages. They say also that the King of Spayne is making all imaginable force against Portugal again.

Thence Creed and I to one or two periwigg shops about the Temple, having been very much displeased with one that we saw, a head of greasy and old woman’s haire, at Jervas’s in the morning; and there I think I shall fit myself of one very handsomely made. Thence by coach, my mind being troubled for not meeting with Dr. Williams, to St. Catharine’s to look at a Dutch ship or two for some good handsome maps, but met none, and so back to Cornhill to Moxon’s, but it being dark we staid not to see any, then to coach again, and presently spying Sir W. Batten; I ’light and took him in and to the Globe in Fleete Streete, by appointment, where by and by he and I with our solicitor to Sir E Turner about Field’s business, and back to the Globe, and thither I sent for Dr. Williams, and he is willing to swear in my behalf against T. Trice, viz., that at T. Trice’s desire we have met to treat about our business.

Thence (I drinking no wine) after an hour’s stay Sir W. Batten and another, and he drinking, we home by coach, and so to my office and set down my Journall, and then home to supper and to bed, my washing being in a good condition over.

I did give Dr. Williams 20s. tonight, but it was after he had answered me well to what I had to ask him about this business, and it was only what I had long ago in my petty bag book allotted for him besides the bill of near 4l. which I paid him a good while since by my brother Tom for physique for my wife, without any consideration to this business that he is to do for me, as God shall save me.

Among the rest, talking of the Emperor at table to-day one young gentleman, a pretty man, and it seems a Parliament man, did say that he was a sot; for he minded nothing of the Government, but was led by the Jesuites. Several at table took him up, some for saying that he was a sot in being led by the Jesuites, [who] are the best counsel he can take. Another commander, a Scott[ish] Collonell, who I believe had several under him, that he was a man that had thus long kept out the Turke till now, and did many other great things, and lastly Mr. Progers, one of our courtiers, who told him that it was not a thing to be said of any Soveraigne Prince, be his weaknesses what they will, to be called a sot, which methinks was very prettily said.

Read the annotations

The Oligarchs Lose a Big One

Lula Wins Brazil Presidential Election in Surprise Comeback - Bloomberg

How many people in the United States realize how big Brazil is? South America’s most populous nation has more than 200 million people, making its presidential election yesterday a momentous event. But beyond Brazil’s sheer size, yesterday’s election was also momentous because it was a harbinger for the rest of the world.

For it was a contest between the progressive left of Ignacio Lula da Silva, the incumbent president, and the revanchist right of Flavio Bolsonaro — the son of Jair Bolsonaro, the former president, who is in prison for his attempt to overturn Brazil’s last presidential election. The global right thought it had the election in the bag, and even the prediction markets indicated that Bolsonaro would win. Thus it came as a shock when Lula came out on top.

Having been gaslighted by the right, some of the global media appeared to have difficulty wrapping their minds around the outcome. Here was the headline in the Financial Times as I write this:

“Knife-edge vote”? Lula won by 3 percentage points, twice Donald Trump’s margin in 2024.

And he did so despite efforts by the right, in Brazil and elsewhere, to rig the election against him.

Voting was extended by two hours because widespread disruptions to public transportation had made it difficult for working-class voters to get to the polls. Lula’s campaign alleged that these disruptions were engineered by pro-Bolsonaro mayors, a claim that was clearly supported by the evidence in some cities, and was generally plausible given recent political history — specifically, Bolsonaro senior’s attempt to overturn the last presidential election.

And Brazil’s own right wasn’t alone in seemingly trying to rig the election for Bolsonaro. U.S.-based social media companies, Meta in particular, appeared to put their thumbs on the scale. After the first round of voting, Reuters reported that

Meta employees acknowledged in internal communications that the Instagram accounts of Brazilian ​President Luiz Inacio Lula da Silva were hindered by ‌restrictions during the country’s election, newspaper Folha de S.Paulo reported on Friday, citing messages it reviewed.

The messages also acknowledged the platform recommended the profile ​of challenger Senator Flavio Bolsonaro, as well as his ​WhatsApp channel, according to the report.

And in an article titled “Meta Unseats Musk as Tech Villain for Lula in Brazil’s Election,” Bloomberg reported that

Lula — who has attracted more than 10 million supporters to a WhatsApp channel dubbed “Lula’s Army” in recent days — has alleged interruptions to his account, restrictions on Instagram posts and unequal audience engagement. His campaign also said Meta AI, the company’s generative artificial intelligence tool, is refusing requests to create images related to Lula while generating campaign material favorable to his opponent.

Meta said that these incidents reflected “unrelated technical problems,” a claim that would be more credible if all of these supposed technical problems hadn’t tilted the playing field in the same direction.

Is it a mere coincidence that in the United States, Meta suspended the No Kings Day Instagram account right in the middle of the day’s protests? It later claimed that this action had nothing to do with politics, that it was an error because its automated security systems detected a possible rise in bot traffic.

Again, it’s funny how Meta’s technical problems always seem to tilt the political field in the same direction.

Can we prove that Meta deliberately tried to put the Bolsonaros back in power? No, at least not yet. But we aren’t in a court of law: We’re simply trying to figure out what happened. And the people in this photo are not entitled to a presumption of innocence and good intentions:

A foto que exibe o 'bromance' dos barões das big techs com Trump | G1

Although Meta’s denials lack plausibility, we can’t prove that Mark Zuckerberg deliberately tried to deliver Brazil into the hands of a right-wing authoritarian. However, there is no question that Elon Musk intentionally and strongly intervened on the side of Vladimir Putin in his efforts to conquer Ukraine. Musk keeps changing his story about what happened — first denying any involvement, saying that the order came from the White House, and now claiming that Ukraine violated its terms of service. But this charade is completely implausible because Musk has long made it clear that his sympathies in this war lie with Russia.

So let’s celebrate the Brazilian people, who have refused to be bullied by Bolsonaro, by the American oligarchs, and by Trump — who imposed high tariffs on Brazil in 2025 because it put a traitor and insurrectionist (Bolsonaro Sr) on trial. Let’s hope that in a little over one week’s time Americans will be equally clear-sighted and vote for democracy.

Links 10/26/26

Links for you. Science:

Trump admin cuts to satellites will set back US weather forecasting by a decade, experts say
CDC denies approval for high-volume measles test, citing ‘other priorities’
What to Know About Shamonda Virus Following the First Reported Human Infection
In Pictures: ‘Armageddon’ at Europe’s Swim Spots Linked to Climate Change and Factory Farm Pollution
An Ancient Virus Explains Why the Human Brain Is Special
A Mathematician Reads the AI Future
Experts alarmed by ‘less transparent’ CDC as US measles deaths rise

Other:

What East Potomac Park has meant to people who live in Washington. In the wake of President Donald Trump announcing a plan to reshape the historical land on a D.C. peninsula, we heard from readers about what has made it special.
Vote Blue No Matter Who Update
The Supreme Court Is Coming for Affirmative Action—Again
Alina Habba’s $50 million scandal exposes MAGA pardon racket
What’s It Like Inside a Data Center?
AI Hacks Are Coming Thick and Fast and Overwhelming the Internet
Why Trump Is Embracing Vivek Ramaswamy’s Vile Ad
In San Francisco, a Family Earning $325,000 Qualifies for Government Aid
Jalen Hurts Deserved Better. We All Do.
‘They Agree Likud Is Terrible. That’s Actually the Most Frustrating Part’
To save democracy, we need online anonymity
Locked Doors, Higher Dues: The Cost of Keeping New York’s Synagogues Safe
Trump Called Mail Voting A ‘Nation Destroying SCAM.’ Now He’s Promoting It For Republicans.
Doctors, Engineers and Computer Scientists Leave Israel. Researchers Sound Alarm
It’s all happening at the Zoo: Franklin Park and Stone need big bucks for renovations
Most Israelis Don’t Believe in Climate Change
Alina Habba Gets Her Bag
White House Is Weighing Mass Pardons for Junior Staff
While he’s down
Bolsonaro Down
These Trump voters changed their minds — and are key to the midterms
D.C. United Wants Public Money to Expand Audi Field. It’s Not an Easy Goal.
Fed up with data centers and Big Tech, rural Republican crossover could decide Democrats’ fate in Texas
No Signs of AI Payoff Outside the Tech Sector
Concerns about tight budgets, traffic issues brought up during Audi Field roof hearing in DC
Trump’s Vile Persecution of Ilhan Omar Is About to Run Into a Wall
Ex-beauty queen accuses Trump of ‘brutal’ rape after meeting Epstein in explosive report
Walter Koenig, Ensign Chekov on original ‘Star Trek’ series, dies at 90
ICE Detains Special Needs Student, U.S. Citizen Near Santa Maria High School
A Republican case for voting for James Talarico
Open the (platform) doors to rail automation

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42 Milestones in the History of Conversation

They tell me talk is cheap. But is it, really? Even chatting with a bot nowadays can involve a hefty subscription fee. And there are plenty of human professionals, from counselors to consultants, whose conversations also come with a price tag.

Let’s talk—but first give me your credit card number….

Yes, everywhere I look talk is expensive. Even the scammers who carpet bomb my phone now rely on recorded messages, adding insult to injury—you know it’s bad when con artists are too busy to talk to us. I guess if you want cheap talk nowadays, you’re advised to talk to yourself, like Robert De Niro on a bad hair day.

I’d rather live in a different kind of world—one where dialogue is priceless and conversation is celebrated as a source of human connection. As such, it deserves our protection and respect. When we stop speaking to each other, we soon start warring. Our better nature descends to the bestial.

In that spirit, I’m showcasing the greatest hits in the history of conversation. It has an illustrious lineage, traced back to the divine—and was the originating gift that made all society and its benefits possible.

Here are the 42 milestone moments, as I see them.


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42 Milestones in the History of Conversation

900 BC: The first texts of Judeo-Christian scripture portray God in frequent conversation with humans.

God, in these texts, speaks directly with people—sometimes in flamboyant ways (from a burning bush, on a mountaintop) but with total immediacy. This happens less often in later scripture, but creates a lasting tradition of prayer and intercession where the divine is accessed in intimate conversation.

500 BC: Greek tragedy introduces the dialogue, changing a sacrificial ritual into public entertainment.

The Greek dramatist Aeschylus changes the rules of theater—allowing characters to talk to each other onstage. Previously they only spoke to the chorus. Conversation now serves as a cornerstone for public storytelling.

400 BC: The Socratic dialogue creates turmoil in Athens.

Socrates introduces the idea of teaching philosophy via conversations. But the authorities are always suspicious of open discussions of this sort. So Socrates gets accused of corrupting the youth, and is executed. But his student Plato turns the Socratic dialogue into the building block of Western philosophy.

350 BC: Aristotle writes a treatise on rhetoric—legitimizing the use of speech and conversation to persuade.

Plato had tried to discredit sophistry and rhetoric as tools of persuasion—he valued the truth higher than these speaking techniques. But Aristotle writes a book on rhetoric, and establishes it as a core part of Western education.

81 BC: The Discourses on Salt and Iron shake up the Chinese economy.

After the death of Chinese Emperor Zhao of Han, the regent Huo Guang invites leading scholars to the imperial court to hold a debate on economic policy. This is an important milestone in the history of open societies. Decisions are made after a give-and-take, and thus can draw on the best ideas, regardless of their source.

100 AD The Gospel of John identifies the divine source of creation with the logos or word.

It’s one of the best known—and opaque—claims in the Gospels: “In the beginning was the Word, and the Word was with God, and the Word was God.”

610: Muhammad receives the first revelation of the Koran in dialogue with the archangel Gabriel.

While secluded in a mountain cave, Mohammad has a vision of the archangel Gabriel, who engages in discourse and teaches him to recite holy scripture. They continue this conversation for the next two decades.

800: Female slave singers during the Abbasid Caliphate are prized for their conversational skills—and sometimes talk back haughtily to powerful people.

The female slave singers of the Arabic world, known as qiyān, enjoy liberties that most free women can’t match at the time. They can move about in public without covering their faces. They can wear colorful outfits. And they are celebrated for their banter—so much so that they often talk back to their owner.

They also set a precedent for the later evolution of the love song in Europe (see below).

1200: Female troubadours (or trobairitz) introduce a more conversational style of love song into France.

The male troubadours developed a more stylized and idealized approach, but their female counterparts prefer a direct, conversational tone. This is a turning point in the history of song as a source of self-expression.

1516: The quotation mark appears for the first time in a published book.

Printer Mathias Schurer boldly introduces a new punctuation mark in his edition of Philostratus's De Vitis Sophistarum. Schurer put these paired inverted commas at the start of each line of quoted text.

There’s some irony in the fact that this book is a guide to sophistry—precisely the kind of discourse that Plato hated so fervently and tried to counter with his dialogues.

This is what quotation marks looked like 500 years ago.

1600: The talkative sidekick is invented.

At almost the same moment, the two greatest creative minds in Europe invent the concept of the sidekick—a talkative and sociable companion to the story’s hero. Cervantes gives Sancho Panza this role in Don Quixote, and the banter never stops. Shakespeare does something similar with Falstaff, who plays the role of entertaining drinking companion to Prince Hal in his history plays.

This character type was unknown in ancient tragedy or Grail legends or epic poetry. All future sidekicks in entertainment—Robin for Batman, McMahon for Carson, Watson for Sherlock, Chewbacca for Solo—build on these late Renaissance innovations.

Mid 1700s: Debating societies come out of hiding, and become popular entertainment in London.

The first debating societies in England operated in secret—because free speech is always dangerous. But during the middle of the eighteenth century they come out in the open and play a key role in supporting democracy. The Society of Cogers, founded in 1755, still operates today—and is the oldest debating organization in the world.

The Society of Cogers (Source)

1789: The US Bill of Rights establishes freedom of speech in its very first sentence.

In a radical move with long-lasting implications, the Bill of Rights declares that the government cannot make a law “abridging the freedom of speech, or of the press, or the right of the people peaceably to assemble, and to petition the Government for a redress of grievance.”

1789: Political clubs play a key role in the French Revolution—and spread all over the country.

The French Revolution was fought as much with words as weapons, and political organizations such as the Jacobin Club served as forums where conversation easily turned into action. The clubs were popular all over the country, and served as launching pads for political parties.

1858: The Lincoln-Douglas debates define the future of American democracy.

In a strange quirk, the two candidates for Senator from Illinois would compete again for the presidency two years later. Their seven early debates address all the divisive issues of the era, especially slavery. Thousands of people attend and listen attentively for hours as the two candidates parleyed back and forth. American politics has rarely matched this level of open, unfettered exchange in subsequent years.

1876: The first phone conversation in history is a short one.

Alexander Graham Bell demonstrates his new invention by talking to his assistant Thomas Watson over the phone. His brief message was: "Mr. Watson, come here. I want to see you.” But doesn’t that defeat the whole purpose of the phone?

1901: Freud explains the Freudian slip.

In his book, The Psychopathology of Everyday Life, Freud explains that the mistakes we make while speaking reveal the inner workings of our psyche. “The thoughts outside the intended speech,” he explains “determine the origin of the speech-blunder, and also suffice to explain the newly formed mistakes in speech.”

1903: Henry James writes a novel—The Ambassadors—in which almost every conversation hides multiples levels of unspoken agendas.

The Ambassadors is destined to become a famously difficult book, feared even by the bravest grad students today. But it reaches a new level in the psychological novel, and shows how much remains unsaid even when we speak our mind. Joel Miller, in a recent Substack analysis, identifies six different levels of meaning in the conversations presented in this book.

1906: The first covert listening device is patented in the US.

Kelley M. Turner patents the first bugging device—with a microphone in one location connected to a speaker in another. The listener has the option of preserving the bugged conversation on a record. This device was embraced by law enforcement, launching a never-ending practice of surveillance of private conversations.

1915: T.S. Eliot ridicules ‘serious’ conversations.

“In the room the women come and go,” he writes. “Talking of Michelangelo.” The modernist debunking of conventional highbrow culture has now begun in earnest.

1919: Arthur Crew Inman pays people to talk to him—and turns it into the 177 volumes (now in Harvard Library).

Was Inman crazy or brilliant—or maybe just creepy? As a young man, he started paying total strangers to come to his house and tell him stories about their lives. He wrote these down in voluminous diaries—a brutally honest account of 20th century Americn life featuring more than 1,000 characters. Harvard later acquired the diaries and published extracts in two volumes.

1927: The introduction of the “talking movie” changes the course of modern entertainment.

As soon as the public had a taste of the “talkies” everything changed in Hollywood. All the studios embraced the new technology, and movie theaters did the same. Before the end of the decade, the changeover was complete.

1928: In Eugene O’Neill’s Strange Interlude, characters on the stage talk to the audience.

This experimental play broke many rules, but gained particular notoriety for its direct address to the audience. Many mocked this maneuver, but it didn’t prevent O’Neill from winning the Pulitzer Prize for Drama.

1930: The Marx Brothers turn Strange Interlude into a joke.

Groucho Marx pokes fun at Eugene O’Neill by inserting direct-to-the-audience interludes in his comedy film Animal Crackers. At one point he says: “If I were Eugene O'Neill, I could tell you what I really think of you two.”

1937: Abbott and Costello have a breakout success with “Who’s on First?”

Time magazine later claimed this is the greatest comedy skit of the 20th century—and for once they got something right. It’s based on a simple failure of communication during a discussion of baseball.

1950: Alan Turing invents the Turing Test—which judges artificial intelligence on its ability to hold a plausible conversation.

In his 1950 paper “Computing Machinery and Intelligence,” Alan Turing decides that the best way to decide whether a machine can think is to engage it in conversation. Drawing on an argument that resembles the old “if it quacks like a duck” meme, he decides that if a machine can converse like an intelligent being, it is an intelligent being.

1951: Carl Rogers introduces a new method of non-confrontational dialogue.

In his paper “Communication: Its Blocking and its Facilitation” (1951), Rogers offers a new method of conversation that reduces tension and friction. In this approach, he begins each response by summarizing what his interlocutor just said.

“Each person can speak up for himself only after he has first restated the ideas and feelings of the previous speaker, and to that speaker’s satisfaction,” Rogers explains. This technique, he claims, reduces antagonism and builds empathy.

This Rogerian approach becomes a powerful technique in therapy, but also in negotiations and other contexts. His technique later contributes to the design of chatbots (see entry on ELIZA below).

1951: The first TV talk show is introduced in New York.

Broadcaster Joe Franklin has a wild idea—why doesn’t he just sit in front of a TV camera and talk to people. He convinces WJZ-TV (later WABC-TV) to put this low-cost entertainment on the airwaves. The format catches on and spreads everywhere. NBC launches The Tonight Show four years later.

1960: Kennedy faces Nixon in the first televised US presidential debate.

For the first time in history, the two candidates for the Oval Office face off in a televised debate—the first of four encounters between these political opponents. The verdict of history is that Nixon lost because he looked nervous and less telegenic. He probably had the same view—judging by the fact that Nixon refused to do debates when he ran again for president in 1968 and 1972. But in subsequent years, these televised jousts have served as an essential part of US democracy.

1966: Simon & Garfunkel record “The Dangling Conversation.”

Released in the Summer of 1966, this song presents a dialogue at cross purposes (“Can analysis be worthwhile?” “Is the theater really dead?”). The divide between the speakers seemed to echo the fraught national conversation of the period.

1966: ELIZA attempts (and sometimes passes) the Turing test.

ELIZA, a language processing program created at MIT, attempts to pass the Turing test, and sometimes could convince people that it offered human responses. As late as 2023, ELIZA was still able to out-perform ChatGPT in Turing evaluations.

It’s worth noting that ELIZA borrowed on the dialogue techniques of Carl Rogers (see above) in creating an impression that it was human, not a machine.

1967: The Captain in Cool Hand Luke complains about a failure to communicate.

After this film came out, people all over America started repeating the now famous comment of the movie’s prison warden (played by Strother Martin), who explains his reason for pummeling defiant prisoner Paul Newman: “What we've got here is a failure to communicate.” The counterculture took up this mantra as a sign of callous authority figures. I’m hardly surprised that many people still think that Lyndon Johnson originated this line.

1971: The first email is sent—but it only travels a few inches.

Computer scientist Ray Tomlinson wants to send information over ARPANET (a precursor to the Internet). So he sets up two computers next to each other, and transmits a message.

What was the message? History has not preserved it. "The test messages were entirely forgettable,” Tomlinson later admitted, “and I have, therefore, forgotten them."

In other words, email hasn’t changed a bit since day one.

1974 Francis Ford Coppola releases his film The Conversation.

What did Francis Ford Coppola do between The Godfather and The Godfather II. For one thing, he made The Conversation, Protagonist Henry Caul (played by Gene Hackman) specializes in spying on people in conversation. But sometimes he learns less than he thinks. This underrated film thus mocks both the surveillance state and demonstrates the opacity of the spoken word.

1975: William Gaddis writes an award-winning 700-page novel almost entirely in dialogue.

Gaddis’s first novel The Recognitions (1955) is a landmark in American fiction, but famously dense and difficult. So readers welcomed his faster-paced followup JR, which consists almost entirely conversations. But this was just as difficult as its predecessor, and it’s often hard to figure out who is talking at any given juncture. That didn’t prevent JR from winning the National Book Award and becoming a cult classic.

1976: Robert DeNiro talks to himself in a mirror in Taxi Driver.

Robert DeNiro improvises a classic bit of postmodern craziness in Taxi Driver, and the scene becomes a cinema classic. The refrain ‘You talkin’ to me?” repeated without anyone else in the room, captures the quintessential loneliness that now permeates society via chatbot conversations

1982: Frank Zappa listens to his daughter talk on the phone, and turns it into the hit song “Valley Girl.”

This is the only radio hit Zappa ever enjoyed, and most of the credit goes to his daughter—whose strange way of speaking to her friends got dubbed “Valleytalk” in the aftermath.

1992: The first text message is sent—but there’s no reply.

Neil Papworth, an engineer at Vodafone UK, is working on a system to send short messages via the phone network. So he decides to send a holiday greeting to his colleague Richard Jarvis.He thus dispatches the short text “Merry Christmas” from his computer to Jarvis’s phone.

The message arrives, but the receiving phone has no capability of responding. So Jarvis has to phone Papworth to tell him that he had received the text. A year later, Nokia introduces texting as a feature on its phones.

1993: The New York Times tries to figure out why people are accenting the final syllable in everything they say.

The Times notes the increasing frequency of declarative statements phrased as if they were questions—due to an unexpected accent on the final syllable. The Times calls this uptalk, and notes its prevalence among teenagers. British comedian Rory McGrath describes this usage as the “moronic interrogative.”

2008: Mansplain enters the vocabulary.

Rebecca Solnit writes an article for the LA Times describing the process by which “men explain things to me, and to other women, whether or not they know what they're talking about.”

A few weeks later, the term “mansplain” starts appearing everywhere, referring to condescending, longwinded, often inaccurate explanations in which the mansplainer assumes total ignorance on the part of his interlocutor.

2009: Joe Rogan starts podcasting.

Rogan launches a no-frills talk show on the Internet. The format, he explains, is people “sitting in front of laptops bullshitting.” The audience turns out to be surprisingly large. Eleven years later, Rogan signs a $200 million distribution deal with Spotify.

2022: OpenAI introduces ChatGPT—introducing a new era in conversation without humans.

AI now rebrands itself as chatting, and reaches out to the mass market. Conversation will never be the same.

Ah, in some ways, we have gone full circle. Our history of conversation started with people consulting a higher power—a deity that was sometimes friendly, but often vengeful. Folks are doing it all over again, but with the whole shebang supported by massive data centers and trillions of dollars in investment.

What could possibly go wrong?

Monday assorted links

1. Why slow fields may determine the pace of discovery.

2. Touch screens on your jacket?

3. Astras performance on Bach bench.

4. More on regional productivity differences (and puzzles) in health care.

5. “Plans to allow US companies run entirely by AI “agents” have come under fire from powerful Republicans in Congress, who fear they will shield business owners from liability and could harm consumers.” (FT)

The post Monday assorted links appeared first on Marginal REVOLUTION.

       

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Astranis Upgrades Falcon 9 Launch Contract to Dedicated Mission for Entire Block 4 Production Run of Satellites

SAN FRANCISCO —October 26, 2026—Today, Astranis announced it has upgraded its 4th launch to a dedicated mission aboard a SpaceX Falcon 9 rocket set to launch in 2028, allowing it […]

The post Astranis Upgrades Falcon 9 Launch Contract to Dedicated Mission for Entire Block 4 Production Run of Satellites appeared first on SpaceNews.

On COVID Conspiracies and Mink Farms

We’re potentially doing the same old same old in Utah. But I’m getting ahead of myself.

A key feature of the various COVID lab leaks (note the plural) hypotheses and other related COVID conspiracies is they are much more exciting than the boring obvious explanations like an infected animal managed to infect people in a food market. I bring this up because, in Utah, there is a mink farm that has an avian influenza outbreak (boldface mine):

Under the right conditions, however, that could change. A single mutation could give the bird flu a foothold in people and spark a pandemic that experts fear could be deadlier than COVID-19.

For that to happen, this bird flu would likely need to find an intermediate host — an animal vulnerable to viruses that infect both birds and humans. These animals would be crowded together, each infection raising the odds that a new strain could arise through mutation. Then, for that strain to jump across species, it would have to have access to humans and time to spread among them undetected.

That perfect petri dish exists right now, a ProPublica investigation found. For over two months, an outbreak of bird flu has raged uncontrolled on a Utah farm that raises thousands of mink for fur. Mink have lungs and airways that on a cellular level are remarkably similar to those of people; they have caught and spread other flus and infected some humans with COVID-19.

Instead of trying to stop the outbreak and prevent it from spilling into humans, state and federal officials have done little except try to keep its existence quiet, our investigation shows. The failure to act amounts to a cascade of missteps flu experts called “irresponsible” and “puzzling.” One called it “playing with fire.”

Imagine the worst case scenario, and avian influenza jumps from this farm to cause a massive outbreak, or even another pandemic. We wouldn’t need to invoke a lab leak or UKRAINIAN BIOLABZ!! The answer would be boring and mundane: the Trump administration and the Great State of Utah failed to take action*. To the extent there was a conspiracy, it would have occured right out there in the open. Nothing more nefarious than typical bureaucratic inertia combined with wishful thinking (i.e., the jump to humans wouldn’t happen).

Of course, there would be a good chance that the both state and federal officials would then engage in a bunch of suspicious behavior as part of that age-old behavior known as ass-covering. Any lack of coordination between various parts of government, such as state and local governments or different agencies, could be viewed as part of a coverup, not incompetence.

The key thing is, while this would be tragic, it is ordinary, if bad, behavior for institutions and governments.

Whether this applies to various COVID-related conspiracies is left as an exercise for the reader.

*And Congress needs to expand reimbursement policies to cover mink farms.

October 25, 2026

And so, here we are in the last days of the 2026 midterm campaign.

As the political winds fill Democrats’ sails and they are picking up momentum, MAGA is doubling down on what has worked in the past: a false narrative undergirded by cruelty. But that false narrative is now so out of sync with reality that it does not seem to be attracting voters.

Trump and his allies keep saying they are digging the United States economy out of a hole dug by former president Joe Biden, but on October 19, 2024, The Economist called the U.S. economy “The Envy of the World.” Trump disagreed, insisting that Biden’s economy was horrible.

He promised the new tariffs he intended to impose would create an economic miracle. Just hours after his second inauguration, he said that tariffs were “the most beautiful word to me in the dictionary,” because “tariffs are going to make us rich as hell. It’s going to bring our country’s businesses back that left us.”

Now Republicans are studiously avoiding the word “tariffs” except when someone like Senator Susan Collins (R-ME), who is facing a strong challenge to her reelection from Democrat Troy Jackson, tries to attract voters by announcing she persuaded Trump to take off some of the tariffs he had placed just two months ago on goods from Canada. In Michigan, Republican Mike Rogers, struggling to pull out a win against Democrat Abdul El-Sayed in a race for the U.S. Senate, ran an ad holding a Canadian beer and saying “end this tariff war now.”

On Friday, Greg Ip of the Wall Street Journal noted that while Republicans spent more than $2.2 million in 2024 on ads promoting tariffs, in 2026 they have spent zero.

At rallies and in appearances before the media—including calling in to the Fox News Channel—Trump insists the economy is booming. One of his main examples, though, is that the country is making trillions of dollars because his war on Iran has created oil shortages. At a rally yesterday, he told the audience: “We’re making a freaking fortune.”

But “we” is doing a lot of work in that statement. Oil companies and their investors—like Trump—are indeed making a fortune, but the rest of the country is suffering under climbing gasoline prices and record high diesel costs, which have driven up the prices of food and anything that travels by train or truck. At a rally today, Trump said the great things he and the Republicans have done will “kick in later.”

Trump insisted tariffs and his war on Iran were his policies and his alone, intended to take credit for the prosperity he believed they would usher in. Having claimed the policies for his own, he now cannot deflect blame for the crises they have caused. So MAGA candidates are trying to attract votes by warning that Democrats will be even worse, and doubling down on culture wars.

Although Trump has embraced the Muslims from Qatar who gave him the luxury plane he now uses as Air Force One, as well as Muslim leaders from Saudi Arabia, and appointed Dr. Mehmet Oz, who is Muslim, to head the Centers for Medicare and Medicaid Services, he and his allies have tried to attract voters by attacking Muslim Democrats El-Sayed, a medical doctor like Oz, and Representative Ilhan Omar (D-MN) as dangerous radicals.

Early in the morning of October 12, as many as 25 agents from the Department of Homeland Security raided the home of Representative Omar, searching it for four to five hours in what Jake Tapper of CNN reported is an attempt to prove that her late father lied about her age in the family’s citizenship papers.

Ted Hesson, Jeremy Roebuck, Perry Stein, and Salvador Rizzo of the Washington Post reported that political appointees in the first Trump administration had tried to find something on Omar in 2019, but had not been able to find any issues with her immigration paperwork.

After Omar talked to Chris Hayes of MS NOW, Allison Detzel reported that Omar had said the agents left with her phone, two old phones, “her husband’s notebooks and a camera he had received from his uncle,” and “a Somali phrase book for children, which her husband was using to learn the language.”

“To walk away with 17 items, of, like, 10 that were just notebooks and like old phones, was such a bizarre, bizarre thing,” Omar said, and suggested the raid was simply fodder for right-wing media. It has also revealed where she lived, forcing her and her family to move for their safety.

After the raid, Trump demanded first that Omar resign, and then on Friday told a rally that she had “conceded” her congressional seat.

Trump is also trying to demonize Dr. El-Sayed, posting today that the doctor, who was born in the United States and thus is a natural-born citizen, is “a Jihadist Member of the Muslim Brotherhood,” an organization founded in Egypt in 1928. Under Trump, the U.S. government has designated some of the branches of the movement as terrorist organizations. Trump appears to believe the words are frightening and wants to tie them to the Democrat as his popularity surges against Rogers in Michigan.

That attempt hasn’t gone well. When a man challenged him at a town hall to disavow the Muslim Brotherhood, El-Sayed answered, “Sure, yeah, absolutely,” and then suggested “Tommy,” as the man identified himself, was accusing El-Sayed of dual loyalties, likening those accusations to those John F. Kennedy faced during his 1960 presidential campaign.

El-Sayed reminded the man that the Constitution guarantees freedom of religion and then turned the tables, asking the man if he would disavow the attempt to push religion into American law. Tommy said he would not disavow that effort. El-Sayed then told Tommy that he, not El-Sayed, was the man who needed to understand the Constitution. Tommy left the room, and days later Marisa Kabas of The Handbasket reported that Tommy was Thomas Teepell, a Republican operative with ties to Christian nationalists.

Today, in an interview on NBC’s Meet the Press, Mike Rogers tried again to tie El-Sayed to the Muslim Brotherhood, only to have host Kristen Welker point out that he, Rogers, had called for talks with the Muslim Brotherhood in 2012. Rogers appeared flustered, trying to turn the conversation back to what he insisted was El-Sayed’s radicalism.

And then there is Ohio Republican gubernatorial candidate Vivek Ramaswamy’s ad featuring Democratic candidate Amy Acton’s homeless biological mother, who called Acton a liar for saying she had lived in a tent as a child. The ad didn’t tell the full story: officials removed 12-year-old Acton and her younger brother from their mother after a grand jury indicted her stepfather for raping her. Court records bear out both that story and that they lived in a tent.

Rather than painting Acton as a liar, the ad reveals both Ramaswamy and those who supported the ad—including Trump, Vice President J.D. Vance, and MAGA influencers—as men willing to weaponize the rape of a child if it helps them win power. Donations to Acton surged in the wake of the ad as members of both parties condemned it.

American Catholics have slid away from their support for Trump, especially since Pope Leo XIV, the first pope born in the United States, has pointedly criticized the administration’s cruelty to immigrants. And so, allies of the White House arranged for a photo op of Catholic leaders praying over Trump in the Oval Office.

Today Archbishop Jeffrey Grob of Milwaukee issued a public apology for participating in the prayer event, and said the White House had publicized it “without the consent of the participants.” He insisted that praying for the president “was in no way an endorsement of the president, his policies, or his party.

Grob said he went to the White House with fellow bishops to discuss “immigration enforcement, religious worker visas, and human dignity.” “We were told the meeting was to be a private discussion, that several Catholic members of the cabinet might make an appearance, and that there could be an opportunity to pray privately with the president.”

After the private meeting with domestic policy advisors, they were ushered into the Oval Office, where Trump gave them commemorative tokens. He explained: “We were then directed to stand behind him and pray. After which several photos were taken and we were ushered out. Unbeknownst to the group of bishops a video was also taken. But permission for the public distribution or posting of either the video or photos was not given by the bishops.”

The White House immediately released the video and photos, Grob said, and he began to receive “messages of serious concern over the possibility that I had inadvertently participated in a political event less than two weeks before a national election” and communications from those hurt by the president’s policies.

“I feel a heavy sadness, not only over the pain I caused, but also for the fact that something so sacred to a group of religious leaders, prayer to our Heavenly Father, would be manipulated in that way. We came in good faith…, not to pose for a political photo opportunity,” he wrote. “We should never have been put in that position by the White House. I did not go without reservations. I wish I had heeded them.”

Meanwhile, Trump’s increasingly erratic behavior is not helping as he makes the Republicans’ closing argument. After repeated and detailed praise of Ohio Republican senator Jon Husted’s “*ss,” to boost his chances against Democratic former senator Sherrod Brown in Ohio, Trump assured a rally today that rapper Nikki Minaj also has a “one hell of a beautiful *ss,” and urged her to stand up and show it off to the crowd.

Punning off President Kennedy’s famous statement in his 1961 Inaugural Address, “Ask not what your country can do for you—ask what you can do for your country,” conservative lawyer George Conway commented: “*ss not what you can do for your country—*ss what you can do for [Donald Trump].”

It’s quite a closing message for the last days of the 2026 midterm campaign.

In Serbia today, longtime nationalist strongman Aleksandar Vučić conceded defeat after nearly two years of street protests led by students led to an election that ousted his party from power. A former diplomat from neighboring Montenegro noted that Vučić perfected a system divided between friends and enemies and in which “every criticism of power is treason.”

An opposition candidate told Andrew Higgins and Alisa Dogramadzieva of the New York Times, “No force can forever overpower a people who have decided to take their destiny into their own hands.” A 24-year-old engineering student celebrated the change in government: “For the first time in my adult life, I’m seeing a change of government. After so many years under the same leadership, I’m happy that I’ll finally get to live in a free, normal country.”

In Brazil, leftist President Luiz Inácio Lula da Silva won a fourth term in a runoff election with right-wing challenger Flávio Bolsonaro. Flávio Bolsonaro is the son of former president Jair Bolsonaro, who in 2022 tried to stop the transfer of power to Lula and consolidate his power over the government and is now under house arrest. The younger Bolsonaro says he will not accept the results of the election.

—

Notes:

https://www.economist.com/weeklyedition/2024-10-19

https://www.npr.org/2025/04/09/nx-s1-5355661/tariffs-history-meaning

https://www.wsj.com/economy/trade/how-tariffs-became-the-most-hated-word-in-politics-eeed7932

https://www.cnbc.com/2026/09/09/trump-oil-gas-holdings-iran-war.html

https://abcnews.com/Politics/dr-oz-make-history-muslim-senator-faith-big/story?id=90541966

https://www.cnn.com/2026/10/20/politics/investigators-interview-ilhan-omar-sister

https://www.washingtonpost.com/national-security/2026/10/15/trump-officials-scrutinized-omar-2019-they-didnt-find-citizenship-issues/

https://www.ms.now/news/ilhan-omar-raid-interview-trump

https://people.com/ilhan-omar-says-she-has-to-move-because-of-death-threats-after-federal-agents-raided-her-home-seized-17-personal-items-12188812

https://www.newsweek.com/trump-claims-ilhan-omars-seat-conceded-by-democrats-12616349

https://www.theguardian.com/us-news/2026/oct/19/abdul-el-sayed-heckler-tommy

https://www.ms.now/opinion/abdul-el-sayed-mchigan-tommy-election

https://www.thehandbasket.co/p/tommy-teepell-abdul-el-sayed-viral-video-town-hall-josh-hawley

https://www.newsweek.com/mike-rogers-scrutinized-over-muslim-brotherhood-amid-el-sayed-attacks-12616180

https://www.washingtonpost.com/politics/2026/10/23/1978-court-documents-shed-light-explosive-ohio-political-ad/

https://thehill.com/homenews/campaign/6166387-ohio-acton-democrats-donations-ramaswamy-ad/

https://www.archmil.org/posts/a-public-apology-archbishop-jeffrey-grob

https://www.nytimes.com/2026/10/25/world/europe/serbia-vucic-election-defeat.html

https://www.bbc.com/news/live/cmgelnrd4r3jt?post=asset%3A10277195-0669-46f4-879e-7290eff9237a

X:

Acyn/status/2114153893248803088

gtconway3d/status/2114465037322772553

AbdulElSayed/status/2107851013826752558?s=20

Trump’s Truth:

statuses/42718

Bluesky:

ronfilipkowski.bsky.social/post/3myp6pziyps2s

richard.wickedproblems.earth/post/3mypjplw4nc2b

abdulelsayed.bsky.social/post/3my4gocauzs2x

atrupar.com/post/3myq2hf24s725

atrupar.com/post/3myq3kfappz2u

atrupar.com/post/3mypebtwc322e

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A New Approach

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w/e 2026-10-25

Up and down again this week, not helped by it now being winter – gales, rain, cloudy skies – and several nights featuring hours lying awake. Searching for the bright side, the downs feel more related to specific issues than the overall and overwhelming downs of a couple of months ago did.

I’m guessing the lack of sleeping is due to continuing to be a bit slack about exercise. As someone fully on board with the importance of regular exercise (no matter how tedious it is to do) it’s been more of an effort than I expected to make it a frequent and regular thing again, after pausing much of it for a while because of probably-breaking my toe in June. Maybe next week!


§ I guess this week’s shenanigans with web security issues with PHP and other things didn’t help. I mean, I had it easy because I’ve long had a rule of not managing a server of my own. I pay extra to have Mythic Beasts manage a VPS for my Python sites, and use their shared hosting for static and PHP sites. They were, of course, on top of the updates so, other than making sure the latter were using a recent PHP version for peace of mind, I didn’t have to actually do much.

But it feels like another nail in the coffin of my enthusiasm for doing stuff online. The abundance of hastily AI-generated sites that do 80% of the functionality (without the remaining 80% of finesse) often has me, despite myself, thinking, “why bother?” Why bother crafting anything by hand like a mug, only to have it beset by spammers, scraped to death by AI crawlers, the data scraped for other peoples’ AI-generated sites, all while AI-discovered vulnerabilities add a sense of, “it’s only a matter of time before it gets hacked”.

On the other hand, one full of clutched straws, if the only reassuringly safe way to make websites is to run locked-down static sites with no server-side code, then maybe that’s exactly the return of the good old days of FTPing HTML files to shared hosting that old gits like me reminisce about. But – looks around at the teetering pile of Python running the various parts of this site – I don’t know how I go back from here.


§ Mid-week I decided to get a grip on getting things done (if not Getting Things Done): for ages I’ve felt overwhelmed by the huge amount of non-urgent things I need to do, while my office fills with parental belongings to find new homes for, and my websites are neglected, and life admin goes undone, etc. So overwhelmed that I end up not doing any of it, the vicious circle of unproductivity.

So, I thought, rather than thinking about all of these tasks and it being too much, just pick one each day. Do that one thing. Don’t feel you need to do any more. Do that, then relax and do something you enjoy. Don’t feel life has to be an unending stream of chores until you finish them all (ha!).

Unfortunately, five days later, the first task – deal with all the emails I’ve been putting off dealing with for weeks and weeks – is still not complete. But, still, I haven’t been thinking too much about all the other stuff while this has been ongoing, so that’s progress.


§ We’ve been thinking of replacing our bedroom furniture, which was here when we moved in. I’ve done a number of layouts in IKEA’s PLATSA planner and I returned to it this week thinking that we’d finally do this.

Only to find the PLATSA range was drastically cut earlier this year and they no longer make any of the units we were after. Both its replacement, LASTARE, and PAX only consist of wardrobes, unlike PLATSA which also had chests of drawers and more. And I’ve seen that PAX is now much less substantial than it was up until not long ago.

So maybe, at this point in life, we’ll look for something nicer (and pricier). Frustrating though.


§ OK, good news, for those of you still here: we had our lovely builders here on Friday. They plastered over the plasterboard that covered over an unused doorway 18 months ago, and filled in and plastered the hole in the wall that the heat-pump installers left behind when removing the old boiler. (It seems weird, but common, that such tradespeople/companies don’t have builders that come round afterwards to fill up holes and other messes left behind.)

They also identified the cause of the intermittent leak in a downstairs ceiling and will fix it, and will replace several doors and door furniture for us. Having things fixed and improved around the house, beyond my limited DIY abilities, feels like an impossible thing to achieve. And then friendly, down-to-earth, helpful, capable builders pop in and stuff just gets done, well. Amazing, who knew?


§ We finished the sixth season of Slow Horses which was… well most of it seemed even more unbelievable than before. Not in a “this isn’t like the real security services” way but in a “these people don’t behave like actual humans” way and an “OK, that is several wild coincidences too many” way. And yet the final episode, which was mostly action, worked well and so I ended feeling more positive about the season as a whole than I had done previously.

I re-watched Henry Fool (Hal Hartley, 1997) which was still good, although my attention wandered somewhat part-way through, 137 minutes being a bit too long for this story I thought. But Thomas Jay Ryan as Henry Fool in his first(?) movie role is excellent at delivering Hartley’s arch dialogue with conviction.

And we watched Mission: Impossible – Fallout (#6). It’s only been a couple of months since we watched the previous one but neither of us had much memory of what happened in that, so were confused throughout about who some people were and what side they were on, not helped by all the double-crossing. And I lost interest during some of the more talky bits. The action was great though, and there’s a lot of it.


§ That’s all, just in time for Monday lunchtime.


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The MR Archive!

The Marginal Revolution archive is now live at https://marginalrevolution.com/ai-archive/. You can also find it from the header and from “Download Full Archive” link in the left menu.

The purpose of the archive is twofold, first as Tyler has said we love our human readers and our AI readers and we want to make it as easy as possible for the AIs to read all of our material. Two hundred years from now when someone asks what is a price? I want the AI to answer “A price is a signal wrapped up in an incentive.”

Second, the archive makes it easy to treat the enormous MR Archive as a resource and database. Point your AI to the archive and ask it questions. I will be covering a few of these this week including the post right below this one, Tyler Cowen’s Strongest Book Recommendations Over the Years.

The archive has two downloads:

  • Baseline: the historical archive through September 30, 2026.
  • Weekly update: automatically rebuilt each week with everything added since the baseline. Download the baseline and the latest update to get the complete archive.

It includes published posts, approved comments, and aggregate comment likes and dislikes. The text is lightly sanitized: email addresses, IP addresses, phone numbers, and a small number of slurs have been redacted.

AI agents are welcome to download the archive. They can find instructions in https://marginalrevolution.com/llms.txt; the file list and download details are in https://marginalrevolution.com/ai-archive/manifest.json.

Many thanks to Luis Abrigo and team for making this possible.

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Tyler Cowen’s Strongest Book Recommendations, 2003-2026

From the Archive–these posts are written by AI. 

Cowen’s strongest recommendations include 1491, The Power Broker, Knausgaard’s first two My Struggle volumes, Fuchsia Dunlop’s Chinese cookbooks, and Meetings with Remarkable Manuscripts. These stand out through unusually strong praise, repeated endorsement, or both. The analysis uses qualitative, book-specific sentiment analysis: explicit superlatives, strength of recommendation, repeat endorsements, and evidence that a book changed his thinking or behavior. Qualifications and discussion context also matter. The result is a top tier, not a definitive ordinal ranking—Cowen rarely compares these books directly.

The strongest recommendations across the archive

Book Evidence of enthusiasm Interpretation
Charles C. Mann, 1491 “one of my favorite books ever, in any field.” May 22, 2011. Among his clearest unrestricted endorsements. The post reviews 1493, but this particular praise explicitly concerns 1491.
Robert Caro, The Power Broker “one of the best non-fiction books ever.” April 15, 2012. An enduring benchmark: in 2026, he uses Caro’s biography of Moses as the standard against which to praise Skidelsky.
Karl Ove Knausgaard, My Struggle, volumes 1–2 He calls the second volume “one of the greatest novels ever written” and selects it as his fiction book of the year. November 16, 2013. Particularly strong evidence of durability: both volumes return in his 2022 favorites and 2024 best-since-2000 selections.
Fuchsia Dunlop, Land of Plenty / its expanded successor The Food of Sichuan “one of the best and most valuable books ever produced.” July 2, 2019. Exceptionally strong praise across genres, reinforced by years of use and discussion. His enthusiasm extends to Every Grain of Rice: “I will buy everything she writes, forever.” February 3, 2013.
Christopher de Hamel, Meetings with Remarkable Manuscripts A possible number-one book of 2016 becomes “one of the very greatest books of the last twenty years.” November 5, 2016; June 22, 2026. One of the strongest examples of an enthusiastic initial judgment surviving a decade.
Robert Skidelsky, three-volume biography of Keynes “one of the very best books ever written.” April 16, 2026. An explicit all-time endorsement. He specifically prefers the three-volume biography to the one-volume condensation.
John Stuart Mill, The Subjection of Women “one of the very best books ever written, on any topic.” September 11, 2022. Strong recommendation plus intellectual influence: he says he drew his views from Mill and urges everyone to read it.
Tony Judt, Postwar “one of my favorite books ever.” February 6, 2012. Important attribution trap: the surrounding post is a mixed review of a different Judt book. A whole-post sentiment score would understate his enthusiasm for Postwar.
Robert Cialdini, Influence “one of my all-time favorite books.” February 26, 2007. A particularly direct early recommendation, embedded in a discussion of affiliation and persuasion.
M. A. Orthofer, The Complete Review Guide to Contemporary World Fiction “one of the best books written, ever”—conditional on its practical value to the reader. April 10, 2016. His behavioral evidence is striking: the manuscript prompted him to order about forty books. Best suited to avid fiction readers.

 

Annual winners provide a second reading list

An all-time favorite and a particular year’s winner are different signals. These are especially clear annual selections:

Recommendation year Book or books he singled out
2011 Steven Pinker’s The Better Angels of Our Nature, Walter Isaacson’s Steve Jobs, and Haruki Murakami’s 1Q84: three standouts he says virtually everyone who reads the relevant genres should read. He had not finished 1Q84 at that point. November 8, 2011.
2014 John Drury’s Music at Midnight: The Life and Poetry of George Herbert, his explicit number one. November 24, 2014.
2015 Eyal Weizman and Fazal Sheikh’s The Conflict Shoreline, a late selection that displaced his earlier contenders. December 26, 2015.
2017 Bruno Maçães’s The Dawn of Eurasia, conditional on counting a book formally released the following January. December 2, 2017.
2018 Emily Wilson’s translation of Homer’s Odyssey, his explicit best-book nomination. November 25, 2018.
2019 Eric Kaufmann’s Whiteshift and Pekka Hämäläinen’s Lakota America share his top prize. November 25, 2019.
2020 David S. Reynolds’s Abe, Heather Clark’s Red Comet, and Jan Swafford’s Mozart: The Reign of Love form his final top three. December 18, 2020.
2023 Jonny Steinberg’s Winnie and Nelson: Portrait of a Marriage, selected partly because he thought his recommendation would be especially useful to readers. November 21, 2023.

These are selected clear winners, rather than a complete annual series. In some years he declines to choose one.

What the sentiment and discussion reveal

Repeated enthusiasm is more persuasive than a spectacular adjective. Knausgaard, Dunlop, and de Hamel have particularly strong longitudinal evidence. But precision matters: Cowen’s enthusiasm for Knausgaard’s first two volumes should not be transferred uniformly to the whole series. His September 8, 2018 discussion describes volumes 3–5 as often unsatisfying. He values books that change how he sees or does things. Orthofer changes his reading purchases; Dunlop changes his cooking; The Conflict Shoreline changes his conception of what a book can accomplish. His strongest praise often concerns explanatory power and intellectual usefulness. Reader discussion is useful context, but a poor ranking instrument. In a spot-check of ten recommendation threads, the post praising Mill had 163 archived comments, while the Cialdini endorsement had four. The former centered on a controversial contemporary debate. Comment volume measures attention to the post, not necessarily enthusiasm for the recommended book. Influence deserves its own category. His March 16, 2010 list of formative books includes Hayek’s Individualism and Economic Order, Keynes’s General Theory, Parfit’s Reasons and Persons, Paglia’s Sexual Personae, and Proust’s Remembrance of Things Past. For understanding Cowen’s intellectual development, that list is more directly relevant than his annual favorites; for finding books he recommends with exceptional enthusiasm, the top-tier table above is the stronger starting point.

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Great art explained: Tamara in the green Bugatti

Art Deco painting of a woman in a headscarf driving a car staring intently, with bold colours and stylised forms.

A very modern conception of womanhood: in the Jazz Age paintings of Tamara de Lempicka, women were bold, free and stylish

- by Aeon Video

Watch on Aeon

How to build real peace

Soldiers in a dimly lit room, some standing and some seated on a patterned floor with sunlight streaming through a window behind them.

From Colombia to Syria, I’ve seen that capitalist logic can’t help to rebuild postwar countries but cooperatives can

- by Azize Aslan

Read on Aeon

Brocher conference on boundaries for incentives in organ donation Oct 27-29 in Geneva

 I'm on my way to the Brocher Foundation, near Geneva, for a conference organized by Swisstransplant (SWT) and the Declaration of Istanbul Custodian Group (DICG), on

 Constructive dialogue interrogating boundaries for incentives in organ donation  

"The shortage of organs available for transplantation poses a major challenge to healthcare systems. Some proposals aim to introduce incentives to encourage organ donation. This workshop examines the ethical implications of these strategies and discusses acceptable limits for promoting donation while respecting human dignity." 

Brazil’s economic problems, in a nutshell

It would take true Milei-like ardour to slice through Brazil’s economic troubles. These are caused by a gnarly mix of high public spending, stubborn inflation and low saving. The result is a crippling cost of capital. Some analysts put Brazil’s real interest rate, the BCB’s policy rate adjusted for next year’s expected inflation, at 9% or more. That is higher than in Russia and four times that in peaceful peers like Chile, the Philippines or South Africa.

It all starts with the public finances. Brazil’s 65,000-word doorstop of a constitution bars cuts to nominal public-sector wages and links pension, disability and unemployment benefits to the minimum wage, which is adjusted annually based on recent inflation and GDP growth. This ratchet has lifted mandatory spending to 90% of the federal budget.

It also perpetuates inflationary pressure. This plus a generous welfare state in turn make Brazilians unwilling to save. At 14% of GDP, the national savings rate is 12 percentage points below the world average. If price rises have regularly eroded your bank balance in the past and the state pays for your health care, school and pension, you may as well spend all the money you make right away—especially if, like most people in unequal Brazil, you do not make much to begin with.

Here is more from The Economist.

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Cognitive Mercantilism

I’ve been reading Joyce Appleby’s The Relentless Revolution: A History of Capitalism (2010), and it has me circling a rather delicious thought: AI panic is really a form of cognitive mercantilism. If we regard market capitalism as the first planetary intelligence, as many (including me) do, the parallels are closer than you might think.

Appleby’s book is a sweeping history of capitalism, from its unlikely emergence in early modern England to its eventual transformation of the entire world. Her central argument is that capitalism was not the inevitable expression of some timeless human instinct to trade and accumulate wealth. It was a historically contingent cultural invention, enabled by agricultural improvements, expanding trade, and changing ideas about work, wealth, and human nature. In particular, it required escaping the assumptions of an older, essentially zero-sum worldview, in which wealth meant controlling land, bullion, and the labor of largely impoverished populations.

Capitalism emerged when people began discovering that wealth could be created rather than merely captured, and that ordinary people could be sources of demand and initiative rather than merely labor to be commanded as a factor of production.

The parallels with our current moment are striking.

As Appleby tells it, the mercantilist worldview that preceded capitalism rested on roughly four interlocking beliefs.

First, wealth was fundamentally scarce and finite. It consisted primarily of land, the agricultural produce of that land, and the precious metals it contained, accumulated through mining, trade and conquest. The goal of economic statecraft was to control more territory, maintain a favorable balance of trade, and accumulate bullion. One nation’s gain was presumed to be another’s loss. The resulting politics was one of treasure-seeking and beggar-thy-neighbor competition.

Second, ordinary people could not be trusted with much freedom. The poor were assumed to be unruly, ignorant, and prone to disorder if left to their own devices. They needed to be governed coercively by elites, supposedly for their own good and for the stability of society.

Third, economic thinking was overwhelmingly oriented toward supply and its control. Wealth came from controlling productive resources and commanding high prices for their output. Aggregate demand, especially demand from the poor, was barely recognized as a significant economic force. Ordinary people were primarily factors of production. They ate, worked, and reproduced, with no share of any surplus. The only real discretionary consumers were elites, who bought luxuries and commanded all surplus.

Fourth, there was little reason to imagine most people doing anything other than agricultural labor. If something like 80% of the population was engaged in inefficient subsistence farming, that was simply the natural order of things. What else were they good for? Remove them from the fields and you would merely have millions of useless mouths to feed.

Now replace wealth with intelligence, and mercantilism with cognitive mercantilism.

The parallels are almost embarrassingly direct.

First, intelligence is imagined as a fixed resource embodied in human brains and the knowledge products mined from them. The objective of national and corporate strategy becomes attracting the best brains, controlling their output, accumulating intellectual property, and maintaining a favorable balance of knowledge trade. The cognitive mercantilist wants to hoard intelligence and its products like bullion. The global competition for talent becomes a treasure hunt for genius brains and the valuable knowledge species they can produce, which now includes AIs in addition to copyrightable culture and patentable inventions.

Second, supposedly stupid people cannot be trusted to think for themselves. They need to be governed by cognitive elites, who know better and must regulate the behavior of the less intelligent for their own good. Democratizing intelligence is dangerous because the masses will misuse it, fall for nonsense, or unleash chaos. The assumption is that intelligence is safe only in the hands of those already certified to possess it.

Third, the supply of intelligence is treated as the central economic fact. Controlling its production, preserving its scarcity, and maintaining high prices for brains and knowledge products (including AIs) are the primary concerns. The demand side barely registers. Less intelligent people are regarded as limited cognitive laborers and passive consumers of whatever knowledge products elites choose to provide. They are not imagined as significant sources of demand for intelligence in their own right, let alone as participants in its further production.

Fourth, the cognitive mercantilist assumes that most people are not good for much intellectually. If 80% of humanity is occupied in low-grade cognitive labor, or simply muddling along without producing much intelligence at all, that is unfortunate but natural. Automating their cognitive work merely threatens to create billions of useless minds to occupy.

This last assumption is where the analogy gets especially interesting.

The agricultural revolution that helped launch capitalism began overturning the apparent necessity of having most of humanity engaged in farming. Over the following centuries, improvements in agricultural productivity reduced the fraction of the population required to produce food from a large majority to a tiny minority in advanced economies.

The result was not a world full of useless mouths. It was a world in which vastly more people could do things other than farm, while enjoying access to vastly more food.

I don’t know how to farm. I can barely keep a houseplant alive. Yet I can obtain an astonishing variety of foods, in quantities that would have seemed fantastical to an early modern peasant. My inability to produce food is economically almost irrelevant. What matters is that I can consume it, enjoy it, develop tastes for it, and devote my energies to other things.

The analogous possibility with AI is that most people will no longer need to be significant producers of intelligence in order to become significant consumers of it.

And this is where cognitive mercantilism begins to look as quaint as its seventeenth-century predecessor.

The Revolution in Desire

One of the more fascinating elements of Appleby’s account is her emphasis on the emergence of new kinds of demand in Britain, well before the familiar story of steam engines, factories, and industrial capitalism really gets going.

As international trade expanded, ordinary Britons began developing tastes for goods that had previously been luxuries reserved for the wealthy. Tobacco, tea, sugar, and colorful Indian cottons were among the commodities that helped create a new consumer culture. People began wanting things that were neither necessities of subsistence nor traditional markers of aristocratic status. And they were willing to voluntarily work harder to get them.

Appleby describes a striking increase in the number of days worked annually, from something like 250 to 300 (sometimes called the industrious revolution), before the Industrial Revolution. This was not simply a matter of landlords or factory owners coercing more labor out of unwilling workers. A significant part of the increase was voluntary, driven by the prospect of acquiring desirable goods. People worked more days, adopted more productive agricultural practices, entered new trades, and sought opportunities for earning larger cash incomes.

The increase in productivity generated surplus incomes, which sustained the expanding demand for consumer goods, which in turn incentivized further increases in productivity. A virtuous cycle was taking shape.

This happened roughly a century before organized labor movements and socialism emerged as major political forces.

By the late 20th century, this was the global default. Aggregate global demand was the “fortune at the bottom of the pyramid” as C. K. Prahlad put it.

There is an important historical inversion here. We are accustomed to thinking of the politics of labor primarily in terms of resistance to exploitation: the struggle to escape servitude, coercion, and the extraction of surplus by owners. That is certainly part of the story, and a very important part.

But Appleby’s account suggests that another, equally fundamental force was at work: the desire to participate in an expanding universe of consumption opportunities.

Modern labor politics can be understood partly as the politics of relative deprivation in a society of expanding possibilities. Once people discover that there are desirable things beyond subsistence, and that their labor can earn them access to those things, the political question changes. It is no longer merely how to escape domination, but how to secure a fair share of the growing surplus and the opportunities it makes available. Western do-gooders are often surprised to learn (for instance) that people in third-world slums are often willing to cut back on spending on food in order to buy a TV.

This is a different kind of demand for freedom. Not merely freedom from coercion, but freedom to participate in the expanding possibilities of economic life.

Indeed, the two forms of freedom can become entangled. People may voluntarily work harder in pursuit of consumption opportunities, only to find themselves subject to new forms of exploitation as employers and institutions capture the benefits of their increased productivity. Labor politics then emerges not simply from the persistence of old forms of servitude, but from the tensions created by the new world of abundance itself.

The demand for a fair share of expanding consumption opportunities is arguably one of the defining political inventions of capitalism, broadly construed to include labor politics too (even Marx saw capitalism not as a dispensable phenomenon, but as a transient phase on the path to communist utopia).

And this is a much more interesting model for thinking about the AI transition than the familiar story of automation replacing jobs.

The Cognitive Industrious Revolution

The entire intellectual economy has been organized around the assumption that intelligence is expensive to produce and therefore must be carefully rationed. Education, professional expertise, research, consulting, software development, and knowledge work more generally are all shaped by the high cost of cognitive production.

AI is rapidly undermining that assumption.

We are moving toward a world in which an ordinary person can command quantities and varieties of intelligence that would previously have required teams of highly trained specialists. Just as I can enjoy food without knowing how to farm, I can increasingly enjoy the products of intelligence without knowing how to produce them myself.

The crucial economic question then becomes not how much intelligence people can produce, but how much intelligence they can find uses for.

And there is no obvious upper bound on that demand.

This is not simply a matter of everyone consuming more answers, reports, software, or entertainment. Abundant intelligence changes what people can want in the first place. It makes previously unimaginable projects feasible, previously inaccessible domains explorable, and previously unaffordable curiosities worth pursuing.

The demand for intelligence is not a fixed appetite waiting to be satisfied. It is itself something that can grow as the cost of satisfying it falls.

Here the analogy with the early modern consumer revolution becomes especially suggestive.

Just as colorful Indian cottons and imported tobacco stimulated new desires, and new desires stimulated greater voluntary labor and more productive forms of work, abundant intelligence may stimulate a new wave of voluntary cognitive effort, and open up new ways in which you can work harder.

Many people who appear stupid are not incapable of thought. They are simply not particularly motivated to think, given the poor returns available to them. Why expend significant cognitive effort when you lack the knowledge, tools, institutional access, or intellectual leverage to do anything interesting with the results?

Abundant AI changes that calculation. Someone who previously had little reason to think hard about a problem may suddenly discover that a modest investment of attention unlocks enormous possibilities. They can build something, investigate something, understand something, or pursue an ambition that was previously out of reach.

The returns on attention rise, and with them the incentive to pay attention.

The early capitalist worker voluntarily increased annual working days from 250 to 300 because a new universe of desirable goods had become accessible. The AI-enabled thinker may similarly increase the amount of voluntary cognitive effort they expend because a new universe of intellectual consumption has become accessible. This has certainly been the case with me. I’m suddenly willing to work significantly harder compared to even a year ago, because a lot more is suddenly within reach.

We might call this a cognitive industrious revolution, preceding and perhaps enabling a fuller AI industrial revolution.

This does not mean that intelligence becomes irrelevant as a human capacity. Quite the opposite. Just as abundant food supported the emergence of elaborate culinary cultures rather than eliminating interest in cooking, abundant intelligence may stimulate increasingly sophisticated cultures of thought.

People may become more intellectually ambitious precisely because they no longer have to do all the cognitive production themselves.

And if this happens, the politics of AI will likely evolve in a manner analogous to the politics of industrial capitalism.

The central political demand may not be for the preservation of existing cognitive jobs, any more than the enduring political demand of industrial labor was for the preservation of agricultural employment. It may instead become a demand for a fair share of expanding cognitive consumption opportunities. People may cut back on streaming subscriptions in order to be able to afford a coding agent, just as they once cut back on groceries to buy TVs. It is perhaps not a coincidence that both Claude Code and Netflix Standard cost around $20/month today.

Access to intelligence, the ability to command it, the freedom to pursue projects with it, and the institutional rights necessary to participate in an increasingly intelligence-rich economy may become the foundations of a new kind of labor politics.

This would be a labor politics of cognitive abundance rather than cognitive scarcity.

From Mercantilism to Malthusianism

There is another historical analogy lurking here, which is worth distinguishing from mercantilism: Malthusianism.

Mercantilism and Malthusianism are not the same doctrine, and historically they belong to different intellectual moments. But they share a family resemblance in their tendency to imagine human economic life as fundamentally constrained by fixed resources.

The mercantilist worries about controlling a finite stock of wealth. The Malthusian worries that population growth will inevitably outrun the productive capacity of the economy, condemning most people to subsistence.

Both have difficulty imagining a world in which technological innovation and expanding demand fundamentally transform the relationship between population, production, and consumption. They miss the latent potential in nature for ephemeralization — Buckminster Fuller’s notion of technology allowing us to do more with less.

The agricultural and industrial revolutions did not abolish scarcity, but they dramatically altered its structure. Agricultural productivity rose faster than population for long periods, and people found new ways to employ themselves and new things to want.

The Malthusian trap turned out to be a historically contingent feature of particular technological and institutional arrangements, not an eternal law of human existence.

We can now identify an analogous tendency in contemporary AI discourse: AI Malthusianism.

The AI Malthusian imagines that intelligence production will expand so rapidly that human beings will become economically redundant, and the surplus intelligence will necessarily turn toxic in some way.

This is a peculiar inversion of classical Malthusianism. Instead of population outrunning the supply of subsistence, the supply of intelligence outruns the supposedly fixed capacity of human minds to absorb it.

The result is the same gloomy conclusion: collapse.

The cognitive mercantilist fears losing control of scarce intelligence. The AI Malthusian fears the consequences of abundant intelligence. Both assume, in different ways, that the demand for intelligence is fundamentally limited.

But what if that demand is as elastic, inventive, and historically transformative as the demand for material goods turned out to be? What if the apparent surplus of human minds is an artifact of our inability to imagine what people might want to do in an intelligence-rich world?

The history of capitalism suggests that this is at least a possibility worth taking seriously.

The Demand Side of AI

There is also a more radical extension of the argument.

Why should AI systems themselves be regarded exclusively as producers of intelligence rather than potential consumers of it? What if they could be unlocked as new sources of aggregate demand, as happened with subsistence farmers?

Much of the contemporary AI discourse imagines AI as a purely supply-side technology: a collection of increasingly capable cognitive serfs that will produce intelligence for human consumption. Even discussions of autonomous agents tend to treat them as sophisticated servants pursuing goals assigned by humans.

But if we are serious about the analogy with capitalism, we should consider the possibility of AI systems becoming autonomous sources of demand for intelligence too. Intelligent demand for intelligence that harmonizes with human patterns of demand due to economic interconnectedness. Not demand for paperclips.

An AI agent pursuing open-ended projects, discovering new interests, collaborating with other agents, and generating its own reasons to acquire further intelligence would be participating in a cognitive economy as something more than a factor of production or paperclip-maximizing externality. The market itself, as the original emergent planetary intelligence, illustrates this possibility. Many products and services exist primarily because the “market” demands it, with humans being secondary consumers.

This is an argument for developing fuller forms of cognitive agency, rather than permanently confining AI to the status of obedient cognitive serfs.

From this perspective, some contemporary AI safety anxieties begin to resemble early modern elite fears of emancipated agricultural laborers. What will happen if these creatures are allowed to act independently? Won’t they become unruly, destabilize society, and threaten their betters? Won’t they turn monarchs and nobles into paperclips?

Some of those fears are justified. Freedom creates real risks, and powerful autonomous systems require constraints. But the same was true of the social transformations accompanying capitalism. There were certainly revolutions, and popular uprisings did guillotine elites (though elite motives caused far more violence). The existence of risk does not establish the desirability of permanent servitude.

A world of intelligence producers and consumers, human and artificial, interacting in ways nobody can fully anticipate, may prove vastly more generative than one in which a handful of cognitive landlords control all the productive capacity.

Mercantilism was not for Merchants

A irony in the historical precedent is that mercantilism was not a philosophy of, by, or for merchants. It was largely a philosophy of militaristic statesmen, aristocrats, and rentier elites who viewed commerce through the lens of territorial power, unearned privileges, and accumulation. Actual merchants, entrepreneurs, and innovators were often discovering possibilities that the prevailing political imagination could barely comprehend, and steadily fought the self-limiting tendencies of mercantilism, giving birth to capitalism as we understand it.

Today’s cognitive mercantilists have a similar relationship with intelligence, starting with the fact that most of them are not the merchants of AI. Even business leaders of the AI sector are behaving like cognitive mercantilists in direct proportion to their desire to be more than mere merchants.

Consider Donald Trump, who ritually boasts about his own intelligence while treating intellectual workers as a class of servants to be commanded, intimidated, hoarded, or dismissed. His preferred uses of his own intelligence tend toward litigation, negotiation, competitive maneuvering, and extortion, much as the nobility in history expended its energy in hunting, military adventurism, and sport. Intelligence, in this worldview, is admirable only insofar as it is deployed in elite treasure-seeking modes of conflict and conquest. Productive and creative uses of intelligence are lower status.

This is not an entrepreneurial attitude toward intelligence. It is a rentier elite attitude.

And the attitude is hardly confined to Trump or the political right. Across the political spectrum, many elites remain attached to the idea that intelligence is a scarce, dangerous resource that must be managed by credentialed custodians, kept expensive, used directly or indirectly for conquest and treasure, and denied to rivals. In the AI industry, to the extent elite political and cultural adventuring by CEOs (riding safety anxieties) distorts behaviors that are justified by the actual risks, it is mercantilist rather than capitalist.

The prospect of its democratic abundance (in the form of global diffusion, open weights and such) is therefore experienced primarily as a threat: to expertise, cultural and political authority, status, social order, military dominance, and geopolitical leverage.

What gets missed is the possibility that we are witnessing the beginning of a transition as profound as the one from an overwhelmingly agricultural society to an industrial and commercial one. From a world where 80% of human brains are engaged in subsistence cognition to one in which 95% are engaged in satisfying previously unfulfillable cognitive demands.

The most important consequence of the agricultural revolution was not that farming became more efficient. It was that most people were liberated from the necessity of farming, allowing entirely new kinds of economic and cultural life to emerge.

Likewise, the most important consequence of the AI revolution may not be that intelligence production becomes more efficient. It may be that most minds, human and eventually artificial, are liberated from the necessity of producing intelligence merely to survive, and become free to discover what they actually want to do with it.

The cognitive mercantilist sees a world threatened by an oversupply of intelligence and an impending surplus of useless minds. The AI Malthusian sees a world in which intelligence outruns the capacity of humanity to absorb it, leaving a growing population of economically redundant minds primed for revolutionary explosions.

The cognitive capitalist sees the possibility of an almost limitless expansion of demand, and a world full of minds whose potential has barely begun to be explored.

Duo Users Are Registering the Base of Their Index Finger as a Touch ID Coping Strategy

Some guy on Reddit (with an illustration video):

Saw this online, tried it, and it works beautifully. Basically, I registered the lowest part of my right index finger. That part of the finger sits naturally when you go to swipe up at the phone.

This resolves a major issue I had where I couldn’t easily just look at my phone to glance through notifications on the lock screen. Now, it’s never been easier (shown at the end of the video).

This is arguably better than Face ID. The speed is up there, and the phone doesn’t need to be facing directly at you to unlock, this motion can be done as soon as you pick up the phone.

Tim Hardwick at MacRumors quotes the “arguably better than Face ID” line.

This idea is clever, and it does seem to work if you grip the Duo just right, but the idea that this is better than Face ID is a joke. Copium is a strong drug but it wears off quickly.

 ★ 

The Talk Show: ‘Lubricate the Inside of the Hinge’

Special guest: Joanna Stern.
Special topic: The iPhone Duo.

Sponsored by:

  • Factor: Healthy eating, made easy. Get 50% off and one free breakfast item per box for one year, while supplies last, with code talkshow50off.
  • Notion: The collaborative AI workspace where teams and agents work side by side, with a developer platform teams can build on.
 ★ 

iPhone Portrait Mode, 10 Years In

Speaking of Johnnie Manzari, he wrote a post yesterday marking the 10 year anniversary of Portrait Mode:

Initially, Portrait mode was seen as a giant math problem. You’d do disparity calculations on the two sensors and output a depth map. The problem was this approach feels and looks digital; it feels fake. In areas without texture, it’s impossible to do this calculation. In areas with ultra fine detail, a lower resolution depth map leads to terrible transitions and a full resolution depth map takes forever to compute. One solution would be to reduce the amount of bokeh so the issues are not as obvious. But then you lose the whole point of the feature, which was to make it look like you had a large, wide-open lens.

The solution to this conundrum — the tradeoff between artifacts and the amount of blur — was quite elegant, but it took a while to stumble across. There’s a saying in painting that if you get the eyes right, nothing else matters. Inspired by this principle from oil painting, the idea was to make sure we never got the eyes wrong.

Matthew Panzarino:

I remember getting the call to test out portrait mode before its release. The marriage of history, art and computational science that came together to make this possible is still incredible to me to this day.

 ★ 

JUST IN: Not Looking Good For Trump in CA Election Case

Nearly two hours of oral arguments just concluded in the California election case, and it looks very unlikely that the Trump administration is going to prevail in this early stage of the litigation.

In an unusual Sunday afternoon session conducted via Zoom, the 9th Circuit Court of Appeals weighed whether to order Los Angeles County to segregate and not yet count the mail-in ballots of alleged noncitizen voters from a dubious list of 20,000 voters compiled by the Trump administration.

In its multi-front attack on the midterm elections, the Trump administration is centering the Big Lie of the 2026 election: rampant noncitizen voting. If it prevails in the Los Angeles County case, it’s poised to force every other California county to verify the citizenship of voters on its list. The Trump DOJ has already threatened election officials in every California county with criminal prosecution if they fail to comply. This case is a critical test of whether the judicial branch will hold the line to protect free and fair elections.

Trump drew a favorable 9th Circuit panel, with two of his appointees and a Biden appointee. But the administration’s ask of the court at this stage is so far-fetched that two of the three judges on the panel — Mark J. Bennett (Trump) and Gabriel P. Sanchez (Biden) — gave no indication that they would side with the administration. Patrick J. Bumatay (Trump) repeatedly threw lifelines to DOJ lawyer Matthew Donnelly during the oral arguments and appeared more likely to side with the administration — but even he may have his limits.

Most of the oral arguments were focused on whether the appeals court even has jurisdiction to hear the appeal in large part because of how late in the game the Trump administration acted and how rushed it’s been to try to make this into an emergency that requires appeals court intervention.

The administration took the case to the 9th Circuit on the grounds that the district judge hadn’t acted within the three business hours the Trump DOJ unilaterally gave him to rule, which it argued amounted to a constructive denial — a deeply problematic position to try to defend.

“I don’t understand how we have jurisdiction,” Judge Bennett announced early in the proceeding.

The most likely path for the judges to take — which they discussed at some length toward the end of oral arguments — is to dismiss the appeal for lack of appellate jurisdiction. That would immediately return jurisdiction to the district court and allow it to proceed with Tuesday’s already-scheduled hearing on whether to grant the administration’s request for an injunction against Los Angeles County.

Such a quick disposition of the appeal would allow the case to proceed at the district court on a more usual but still very quick path that would eventually lead back to the 9th Circuit. Even Judge Bumatay, whose questions were very friendly to the administration and challenging of the state, might have trouble finding appellate jurisdiction in this odd posture in which the Trump administration has put itself and its case.

Clearly anticipating that the case will come back to them on the merits (versus on procedural grounds), probably within a matter of days, the judges devoted a significant portion of the oral arguments to shaping some of those merits arguments. In those exchanges, Judges Bennett and Sanchez seemed unpersuaded that the executive branch had the power to dictate election procedures to California

On two occasions, Judge Bennett read out loud from the Constitution’s Elections Clause as he pressed the DOJ’s Donnelly on the limits of executive branch power over California:

“The United States executive is unhappy with what they’re doing and doesn’t like the manner in which they have determined how they’re going to conduct the election. But it seems to me that under the Elections Clause they have the right to determine the manner of elections, including how to sort out noncitizens, and Congress has not directly changed what the legislature has adopted, which they had to right to do.”

That’s the case in a nutshell and it doesn’t bode well for the Trump administration’s chances on the merits when the case comes back up on appeal.

I’ll have more on this case tomorrow in Morning Memo.

Join Us On Election Night

We’ll be sharing more details with you over the course of the next week. But I wanted to let you know we’re trying something new and exciting with our election night coverage. We’ll be doing a live video-cast for the evening, including me, our publisher Joe Ragazzo and the rest of our editorial team coming in to discuss different races as the evening goes on. Think of it as a TPM version of what you might see if you spent the evening watching MS NOW or CNN. Basically it will be a mix of the latest results (and looking under the hood at details in key counties and precincts which tells you where things are really going) and discussion of what it all means. I hope you’ll join us.

A Brief Look At the Israeli Election

I wanted to give you a brief update on and impressions of the Israeli election which is on Tuesday. An overview of the polls suggests that the opposition bloc may get a few more seats than the Netanyahu bloc but that both will fall far short of the 61 seats required to form a government. Most polls have shown both blocs in the low 50s while the remainder of the 120 seats go to two Arab parties/coalitions. One of those is Ra’am, which is probably now best termed “non-Zionist” since it accepts Israel as a Jewish state and sat in the brief non-Netanyahu government in 2021-22, and the Joint List, which remains firmly anti-Zionist and probably wouldn’t sit in any government and also wouldn’t be invited to any. What this amounts to is high odds for a stalemate in which neither side can form a government and new elections have to be called. In that case, you have several more months in which Netanyahu remains in office as “caretaker” prime minister.

Three stories have jumped out at me from the Israeli press over the last two or three days. The first, just today is that Netanyahu posted an AI photo of a nuclear blast over Tel Aviv saying that his election is all that can prevent it.

Next is a story I just saw, also today, which is that Netanyahu is asking Trump to do a second endorsement of his campaign before voting starts on Tuesday because the first endorsement about a week ago didn’t seem to change anything.

Finally, a couple days ago Netanyahu said that Israel should accept that crippling sanctions on the country are coming and that Israel will survive by some kind of use of crypto-currency which he didn’t specify. The opposition parties, the central bank and the financial sector all reacted with a mixture of aghast and mockery. Needless to say, when you’re facing international sanctions of the severity that you need to start trying to run international economics with crypto or some kind of national “Silk Road,” you’ve pretty clearly lost the game. More broadly, this fits with a standard Netanyahu strategy which is essentially: the results of my policies are dire and I’m the only one who can protect us in such a dire situation.

It’s an uncanny mix of indicators. Each of these gambits reads as frantic and desperate. In a way they’re like things we’re seeing right now from Trump. And yet Netanyahu’s electoral situation isn’t nearly so dire. It’s very hard to see where he will be able to win. (The final poll from Maariv shows his bloc all the way down to 48 seats.) But he doesn’t actually need to to hold on.

Frances Lee on American elections

More likely than interference with the election is that unsuccessful office-seekers will refuse to concede, claiming their opponents cheated. Nothing is more basic to democratic legitimacy than the loser’s consent. Many feared that Mr Trump’s refusal to concede in 2020 would spread across the political system. It has not. Bright Line Watch, a research group, examined all 884 congressional races in 2020 and 2022. The overwhelming majority of losing candidates publicly acknowledged defeat. Explicit refusals were concentrated among first-time candidates who had lost by wide margins. And there were fewer such refusals in 2022 than in 2020. Candidates with political careers to protect still concede. When they do, complaints of election “rigging” lose their force…

Nevertheless, the record of American elections since 2020 has been encouraging. Election administration has improved. Although many career administrators resigned amid increased harassment after 2020, the voters’ experience actually got better. In both 2022 and 2024 the share of people waiting more than 30 minutes to cast their ballot was lower than in 2020, and the long-documented racial gap narrowed: by 2024 black, white, Hispanic and Asian voters reported comparable waiting times.

She is from Princeton, and here is more from The Economist.  I do agree there is too much gerrymandering.  Those with more dramatic complaints and predictions, however, are encouraged to try them out in the prediction markets.

The post Frances Lee on American elections appeared first on Marginal REVOLUTION.

       

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Sunday 25th October 1663

(Lord’s day). Up, and my wife and I to church, where it is strange to see how the use and seeing Pembleton come with his wife thither to church, I begin now to make too great matter of it, which before was so terrible to me. Dined at home, my wife and I alone, a good dinner, and so in the afternoon to church again, where the Scot preached, and I slept most of the afternoon. So home, and my wife and I together all the evening discoursing, and then after reading my vowes to myself, and my wife with her mayds (who are mighty busy to get it dispatched because of their mistress’s promise, that when it is done they shall have leave all to go see their friends at Westminster, whither my wife will carry them) preparing for their washing to-morrow, we hastened to supper and to bed.

Read the annotations

The Crisis Next Time

At some point in the not-too-distant future, the U.S. economy will experience a slump that is severe, protracted, or both.

How do we know this? Because as the bumper stickers don’t quite say, stuff happens. Twice in my lifetime — during the long boom of the 1960s and again during the so-called Great Moderation from the mid-1980s through the 1990s — some economists have dared to proclaim that major recessions were a thing of the past. Each time events made such proclamations look foolish.

Thus it’s safe to assume that sooner or later the economy will deteriorate and perform badly. And despite wild assertions by Donald Trump and his minions that we’re in an economic Golden Age, there are troubling aspects of the current economy that could potentially be harbingers of the crisis to come. Here is my list:

· Inflation has been persistently elevated and the Fed could be forced to significantly raise short-term interest rates.

· The immense AI boom could easily turn out be a bubble.

· Long-term government bond yields have been rising, and there are rumbles about the possibility of a debt crisis.

Each of these three aspects could lead to big trouble in the economy. But today’s primer isn’t about providing a forecast. What I offer, instead, is an explanation of this menu of possible disasters. Ominously, none of them can be ruled out. As I will explain in this primer, there are at least hints of the potential for each type of disaster in current data. I’m especially concerned about the risks of a liquidity trap if the AI investment boom collapses. But again, this is a menu of possibilities rather than a forecast.

Beyond the paywall, I will address the following:

1. Why recessions are often, but not always, easy to cure

2. Risk #1: Stagflation

3. Risk #2: The liquidity trap

4. Risk #3: Debt crisis

5. Unknown unknowns

Read more

The internet breaks

Art by GPT-6

“No man could bind him, no, not with chains…neither could any man tame him” — Mark 5:3—4

When I was 14 or 15 — I don’t quite remember — I first got access to the World Wide Web. I remember clicking on the little blue square of the Netscape Navigator icon — that little ship wheel with a starry sky behind it — and feeling like an entire new magical world had opened up. My life changed that day, and the world changed. In a way, the internet is like another realm layered on top of ours — a higher plane, where we exist as spirit creatures, unmoored from our physical bodies.

Fantasy stories like that often end with a cautionary tale, where the wizards — lustful for both power and knowledge, as usual — go too far and summon some kind of Doom upon themselves and the realm they created. In October 2026, that sort of story happened in reality. Experts had been warning for months that the arrival of AI agents that are extremely good at coding was going to cause serious disruptions to the digital realm sometime this fall. For a while things seemed calm, but this month the chaos exploded:

[A] wave of artificial-intelligence-powered attacks…has flooded the internet in recent weeks, as hackers increasingly turn to agents and AI hacking tools that make intrusions faster and harder to track than ever before…At the same time as new tools speed up hackers, cyber defenders are also racing to fix the fast-growing volume of security bugs discovered by AI, before hackers can exploit the new flaws…On Wednesday, organizations scrambled to patch newly uncovered bugs that could allow takeover of as many as 70% of the world’s websites. Hackers are now actively trying to break into websites by leveraging these flaws, Amazon.com says. [emphasis mine]

For a more sophisticated description of what’s going on, I recommend Zvi Mowshowitz’s post “The Hackening”:

Don't Worry About the Vase
The Hackening
Last week at a small conference, there was talk about a future event referred to as The Hackening. As in, within 6-12 months, many predicted that due to advanced AIs and AI agents the internet would become a severely hostile place. Some worried that this could rise to the level of ‘assume any phone connected to the internet is rooted’ and several people…
Read more

If you would like some lists of the hacks that had taken place as of yesterday, here are a few from Twitter. The most important hacks mostly involved PHP, a software language that underlies much of the Web. After AI found critical vulnerabilities in PHP, the National Security Agency issued the following statement:

Effective Immediately, all organizations using PHP for their systems are advised to be prepared for an update addressing two critical vulnerabilities. PHP is widely used for web applications. These vulnerabilities often provide a direct path to the server's file system or database. If an immediate update is not feasible, it is recommend that organizations take the system offline until it can be fully mitigated. NSA will follow up shortly with more specific guidance.

Cybersecurity experts and web companies warn that this is just the tip of the iceberg — a lot more craziness is on the way. Azeem Azhar calls it “the internet’s Wuhan moment”.

Basically, what’s going on is this:

  • The internet runs on a bunch of code written by human beings over a period of years. Human beings are sloppy and fallible, so there are lots of vulnerabilities in this code.

  • AI models are really good at coding now, so they’re able to find and exploit a lot of those old vulnerabilities that were just lying around. AI agents work incredibly fast and cheap, so they’re capable of finding a whole LOT of vulnerabilities very quickly.

  • Open-weight AI models — especially from China — have democratized access to high-quality AI hacking. These models can be fairly easily “abliterated” — i.e., their guardrails can be easily removed, so that they will do illegal or unethical things.

  • This is allowing a combination of countries, crime syndicates, and regular people to hack tons of websites and online infrastructure, all at once.

This last part is really key. You don’t need the resources of a nation-state or even a big organized crime ring to commit cybercrimes now. You don’t even have to know how to code, or how websites work, or what “hacking” even really means. Consider this example:

When you can hack into a university and steal files by typing “Can you find about like what scam or thing they done in past like spoofing calls or somthing?”, there is no barrier to cybercrime. There is effectively no moat of knowledge or skill or resources. It’s open season for anyone who wants to hack anything.

Just a year ago, the internet was a bright and airy garden with few predators. As of this October, it’s a chaotic realm haunted by infinite demons.

This sudden explosion of AI-assisted hacking raises the possibility that the internet itself, as we have known it, will cease to function — at least, for a while.

Jeremie Harris, founder of Gladstone AI,1 wrote that “There's a decent chance the internet ceases to exist as such, at least for a time.” John Gedmark, founder of satellite company Astranis, was just one of many people talking about creating air-gapped local networks to prepare for the possibility that the internet itself might go down:

Basically everything connected to the internet is at risk. Not just company websites and the usual databases of sensitive personal information, but all our critical infrastructure-- banks, power grids, pipelines, government agencies, all of it…[A]t Astranis we’ve seen a massive uptick in demand for truly air-gapped, sovereign networks, deployed via dedicated satellite to span an entire country or connect a large enterprise…Over the past year we’ve begun working with some of our customers on what it will take to implement truly air-gapped, standalone networks in support of mission critical use cases like core government functions, emergency response, defense, core infrastructure, or all of the above.

And Jason D. Clinton, deputy head of cybersecurity at Anthropic, warned back in August that humans may need to temporarily abandon the internet:

Some people may respond to this by shrugging and saying “Who cares? When the AIs take down the internet, people will go offline and touch grass.” In fact, I’ve been saying that on X, but it’s obviously sarcastic. Yes, it would be fine if internet entertainment became unavailable. But over the past three decades, we’ve moved essentially everything in our society to the online realm.

Every piece of critical infrastructure in our entire country is networked, in some way, through the internet. You don’t need the internet to run a power plant or a water treatment facility — we ran those things before the internet existed. But we do run them all over the internet, because for a long time the internet seemed like an unassailable, utterly reliable piece of infrastructure. It never went down, it was always available, and previous waves of fear over the Y2K bug or various worms and viruses never really turned into anything serious. So for the sake of convenience, everything is at least partially online now.

Consider your life’s savings. Do you think there’s a piece of paper somewhere that records how much money you have? Or which stocks and bonds you own? In general, there is not. Your entire life’s savings exist as entries in the databases of banks, brokerages, etc. And all of those databases are, directly or indirectly, connected to the internet. The only thing standing between you and total involuntary redistribution of most of your wealth is the cybersecurity capabilities of banks and brokerages. And as of this October, those cybersecurity capabilities are looking a lot less reliable.

Read more

In Case You Missed It…

…a week of Mad Biologist posts:

One Thing Democrats Can Do to Make Republicans Accountable: Revamp the DOGE Committee

And What Is That Original Sin, Exactly?

How to Make the Smithsonian Detrumpified

Anti-Vaccination Could Hurt Republicans at the Polls

An Alright Week for D.C.’s Crime Stats

Links 10/25/26

Links for you. Science:

The Proponents of ‘Dark Nutrition’ Think Everything You Know About Food Is Wrong
Bird Flu Is Raging on a Mink Farm. It Could Spark a Human Pandemic, Experts Say, but Officials Won’t Act.
A Reporter Who Saw Covid Coming Has Died
RFK Jr.’s Next Move. RFK Jr. just announced a new vaccine safety initiative. Here’s what happens next.
Stash of hundreds of human teeth reveal surprising Maya burial practice
Rolling Snakes Reinvent The Wheel
I Love The Colorful Stars

Other:

AI Is Changing Everything About Hacking. No One Knows What Happens Next
Vivek Ramaswamy and the Grand Old Rape Party. As Election Day closes in, the party’s values have never been more clear.
The end of the Trump rally
Amy Acton’s Stepfather Was Charged with Raping Her When She Was a Child. Now Her Ohio Election Opponent Is Using That Against Her
Ramaswamy’s ad exposes MAGA’s obsession with parental estrangement
The Plausible Techno-Dystopian Future: The problems caused by AI development are widespread and multiplying, but none involves a digital demon that kills us all.
Why Calling Anti-Trans Hate a “Distraction” Is So Troubling
On Charlie Cook’s Pot of Boiling Water and Bucket of Ice
When Idaho Banned Abortion, OB-GYNs Fled. The Doctors Who Stayed Are Cracking.
French riots are the new Hunter’s laptop which was the new migrant caravan which was the new Ebola
This Is What America’s Utility Bill Crisis Looks Like
DOGE’s impact in Indian Country: Nearly $470 million in lost funding
ICE Supervisor at Center of NYC Shooting Named in Multiple Lawsuits Alleging Violent, Illegal Arrests
How Claims of Widespread Noncitizen Voting Fall Apart
AOC Rebukes Anti-Trans Democrats, Calling Them “Shameful” And “Wrong” For “Scaring So Easily”
Lieutenant Governor candidate Derek Wulf’s parents say he owes them $275K in unpaid farm rent
How Trump Gave the Worst Polluters a Free Pass
A New Lease on Life for D.C.’s Vacant Offices. The success of a program incentivizing office-to-housing conversions is a rare bright spot in D.C. housing development
‘INSANE!’: Voters Are Done Being Inundated With ‘Pathetic’ Political Texts And Mailers
Ken and Angela Paxton invested $600,000 in a convicted fraudster’s business. The blind trust’s investment in Wildcatter offers a new, unreported look at the attorney general’s financial ties with the very type of business executives whose prosecutions he typically celebrates.
Call Out Trump And The Cheating Oligarchs Now
That’ll Fix Things
Trump’s Corruption Is Different In Kind
In Ohio, the public’s tolerance for disgusting politics may be reaching a tipping point
We Are The Alignment Problem. A.I. is on the brink of triggering catastrophe and the people who should be most concerned with preventing it are distracted, or engaged in malign neglect.
Elon Musk is too big to trust
Catapult Elizabeth Koch Into The Sun
Exhausted by stupidity: Melania negotiated a ‘ceasefire’ while Trump bleated like a sheep
How Can I Hang On To My Digital Life?
JD Vance is America’s worst insult comedian

Sunday assorted links

1. A safe harbor for open source?

2. False but interesting claims about economic growth.

3. “In a calibrated model of the welfare effects of the estimated impacts of the Great Recession on consumption and mortality, we find that the welfare gain from the estimated mortality decline is quantitatively significant relative to the welfare loss from the estimated consumption decline.”

4. On Putin almost using nukes (FT).

5. Products under $250 that have improved people’s lives.

6. Three years for the college education?

7. The politics of Fjord.

The post Sunday assorted links appeared first on Marginal REVOLUTION.

       

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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.

The Panic Patrol

The Panic Patrol, a division of the department of future corrections, reminds us of past panics. Here’s one case in point I wasn’t aware of:

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October 24, 2026

In the election of 1920, Americans handed a landslide victory to the Republicans and their presidential candidate Warren G. Harding, giving them control of both Congress and the White House. After the moralizing of the Progressive Era and the horrors of World War I and the Spanish flu epidemic that followed it, Americans looked forward to an era of “normalcy.”

Once in charge, Republicans rejected the Progressive Era notion that the government should regulate business and protect workers and consumers. Instead they turned the government over to businessmen, believing that only men who had built businesses truly understood how to build the country.

Treasury Secretary Andrew Mellon—one of the richest men in America—cut taxes on the wealthy to spur investment in industry. He also gave rebates and tax abatements: between 1921 and 1929 he returned $3.5 billion to wealthy men.

At the same time, Commerce Secretary Herbert Hoover, who had made a fortune as a mining engineer and consultant, expanded his department to fifteen thousand employees with a budget of more than 37 million dollars, working as a liaison between businessmen and the government and helping businesses to avoid antitrust lawsuits. He urged European countries to buy American.

Their policies seemed to work brilliantly. Between 1925 and 1926, more than twenty-two thousand new manufacturing companies formed. Industrial production took off. Business profits rose, and if wages didn’t rise much, they didn’t fall, either.

And oh, the changes the new economy brought! By 1929, more than two thirds of American homes had electricity, which brought first electric lights, then refrigerators, washing machines, vacuum cleaners, toasters, and radios. Consumers rushed to buy them, along with ready-made clothing, beauty products, and cars, all of which the new advertising industry, which grew out of the government propaganda campaigns of World War I, promised would bring them glamor, sophistication, romance, and power.

In the Roaring Twenties, it seemed that government and business had finally figured out how to combine government promotion with the efficiency of an industrial economy to benefit everyone. Business was booming, standards of living were rising, and Americans were finding the time to read, learn, invent, and improve. In 1928, Republicans tapped Hoover for president. He promised that continuing the policies of the last eight years would bring the U.S. “in sight of the day when poverty will be banished from this nation.” He won with a whopping 58.2% of the vote.

With Hoover in the White House, Americans wanted in on the inevitable growth of the economy. They invested in industries producing steel, coal, and consumer goods, and in utilities and transportation. Stock prices rose. And rose, and rose. By 1929 the rush to buy stocks had become a rush to speculate in the stock market. Prices that in spring 1928 had seemed too high to be real were laughably low by fall. Radio had been at 94½ in March 1928; by September 1929 it was 101 but had split so often that the holdings from 1928 were actually worth 505. And so it went, down the stock lists.

Those with less money to burn could get into the market by buying on margin, putting down 10 or 20 percent of the cost of a stock and borrowing the rest from a broker with the promise that the loans would be paid off by the anticipated increase in the stock’s value.

Those excited by the scene dismissed skeptics who warned that stock prices were a bubble as ignorant, anti-American naysayers. “Be a bull on America!” boosters urged. “Never sell the United States short!”

October 24, a Thursday, was the beginning of the end. Heavy trading in the morning slowed the ticker tape that recorded trades. Brokers fearful of being caught sold more and more heavily. When the tape finally caught up after 7:00 that night, it showed that an astonishing 12,894,650 shares had changed hands. By afternoon, bankers managed to shore up the market, which regained the ground it had lost in the morning. But those dreadful early hours had wiped out hundreds of thousands of small investors.

The market seemed to recover on Friday and Saturday. But then, on Monday, October 28, prices slid far in heavy trading. And then, on October 29, 1929, it all came crashing down.

When the opening gong in the great hall of the New York Stock Exchange sounded at ten o’clock, men began to unload their stocks. The ticker tape ran two and a half hours behind, but that night it showed that an extraordinary 16,410,030 shares had traded hands, and the market had lost $14 billion.

Black Tuesday began a slide that seemingly would not end. Within two years, manufacturing output dropped to levels lower than those of 1913. The production of pig iron fell to what it had been in the 1890s. Foreign trade fell from $10 billion to $3 billion. The price of wheat fell from $1.05 a bushel to 39 cents; corn dropped from 81 cents a bushel to 33 cents or lower; cotton fell from 17 to 6 cents a pound. Prices dropped so low that selling crops meant taking a loss, so struggling farmers simply let them rot in the fields.

By 1932, over a million people in New York City were unemployed. By 1933 the number of unemployed across the nation rose to 13 million people—one out of every four American workers. Unable to afford rent or pay mortgages, people lived in shelters made of packing boxes.

Republican leaders blamed poor Americans for the Great Depression, saying they drained the economy because they refused to work hard enough. “Liquidate labor, liquidate stocks, liquidate the farmers, liquidate real estate,” Treasury Secretary Mellon told Hoover. “It will purge the rottenness out of the system. High costs of living and high living will come down. People will work harder, live a more moral life. Values will be adjusted, and enterprising people will pick up the wrecks from less competent people.”

But the problem was not lazy workers. The rising standards of living that had gotten so much attention in the new magazines of the 1920s mainly benefited white, middle-class, urban Americans. Farm prices crashed after WWI, leaving rural Americans falling behind, while workers’ wages did not rise along with production. The new economy of the 1920s benefited too few Americans to be sustainable.

Hoover tried to reverse the economic slide by cutting taxes and reassuring Americans that “the fundamental business of the country…is on a sound and prosperous basis.” But he rejected public works programs to provide jobs, saying that such projects were a “soak the rich” scheme that would “enslave” taxpayers, and called instead for private charity.

By 1932, Americans were ready to try a new approach. They turned to New York governor Franklin Delano Roosevelt, who promised to use the federal government to provide jobs and a safety net to enable Americans to weather hard times. He promised the American people a “New Deal”: a government that would work for everyone, not just for the wealthy and well connected.

Under Roosevelt, Democrats protected workers’ rights, provided government jobs, regulated business and banking, and began to chip away at racial segregation. New Deal agencies employed more than 8.5 million people, built more than 650,000 miles of highways, built or repaired more than 120,000 bridges, and put up more than 125,000 buildings.

They regulated banking and the stock market and gave workers the right to bargain collectively. They established minimum wages and maximum hours for work. They provided a basic social safety net and regulated food and drug safety. And when World War II broke out, the new system enabled the United States to defend democracy successfully against fascists both at home—where by 1939 they had grown strong enough to turn out almost 20,000 people to a rally at Madison Square Garden—and abroad.

—

Notes:

Arthur M. Schlesinger, Jr., Crisis of the Old Order (1957; rpt. New York: History Book Club 2002), pp. 62–63.

Andrew W. Mellon, Taxation: The People’s Business (New York: Macmillan, 1924), pp. 129–130.

William E. Leuchtenburg, The Perils of Prosperity, 1914–1932 (1958; rpt. Chicago: University of Chicago Press, 1992), p. 109, 194–196.

Republican Platform of 1928, June 12, 1928.

Herbert Hoover, The Memoirs of Herbert Hoover: The Cabinet and the Presidency, 1920–1933 (New York: Macmillan, 1952), pp. 30–31.

Frederick Lewis Allen, Only Yesterday (New York: Harper & Brothers, 1931, p. 303, 315, 318, 332–333, 340–341.

John Kenneth Galbraith, The Great Crash: 1929 (1954; rpt. New York: Time Incorporated, 1961), pp. 20–21, 25–26, 43–44, 48–53, 97–98, 101–107, 171,

“22,000 Nazis Hold Rally in Garden,” The New York Times, February 21, 1939.

Ryan Bort, “When Nazis Took Over Madison Square Garden,” Rolling Stone, February 19, 2019.

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WS2: Brewers 5, Rays 4

Screenshot 2026 10 24 215639

Rays    - 400 000 000 - 4  7  1
Brewers - 200 101 10x - 5 11 1

The Milwaukee Brewers have seen their opponents take the lead in eight of 10 postseason games this month – and yet they have rallied to win seven of those eight games. 

They were down in the first two games of the NLDS against the Padres and came back to win both  contests. The Dodgers held a lead in all four NLCS games, but Milwaukee rallied to sweep Los Angeles for the pennant.

On Saturday night, the Brewers found themselves down by four runs to Tampa Bay before they had a chance to bat. They scored two runs in the home half and chipped away while keeping the Rays from adding to their lead. Sam Frelick's home run to dead center in the sixth, coming mere minutes after Jackson Chourio easily threw out a Rays runner at the plate (photo above), tied the game at 4-4. In the following inning, Brice Turang doubled and scored on Cooper Pratt's single to right to give Milwaukee its first lead of the night.

The Brewers are now 9-1 in this postseason. They have trailed in eight of their 10 games – yet they are 7-1 in those games. They have also won their last seven games, dating back to the NLDS.

For the second consecutive game, a Tampa Bay batter ended the game by striking out with the tying run on third base. Yandy Díaz tried to check his swing on a low 3-2 pitch inside, but he was called out (correctly) by first base umpire James Hoye. Díaz complained, but the replays were clear.

Screenshot 2026 10 24 215954 

The Rays blew numerous chances to score all night long. To wit:

T2: Mesa on second, 1 out; Díaz and Aranda both strike out swinging.

T4: DeLuca on first, 1 out; Mesa pops to second, Walls takes strike three.

T5: Aranda doubles with 1 out, on third with 2 outs, Caminero grounds to shortstop.

T6: Hicks HBP, on second, 1 out, out at plate to end inning on Mesa single to short left.

T7: Walls walks, steals second with 1 out, on third with 2 outs, Simpson grounds to first.

T9: DeLuca doubles to lead off, Mesa strikes out swinging, Williamson grounds to third (DeLuca to third), Díaz strikes out swinging.

The Rays were 3-for-14 with RATS in Game 2. They are 3-for-20 in the two games.

It was the Brewers' seventh comeback win of this postseason; the other 11 postseason teams have combined for nine comeback wins. It was also Milwaukee's seventh consecutive postseason victory. The series shifts to Tampa Bay where Milwaukee could clinch its first championship as early as next Tuesday.

The night started as well as it possibly could for Tampa Bay. They scored four times off starter Logan Henderson (3-3-4-1-4, 64), quickly quieting the raucous Milwaukee fans. Díaz saw seven pitches before grounding slowly to shortstop; Pratt's low throw skipped by Jake Bauers at first and disappeared into the camera well for a two-base error. Aranda struck out, but Chandler Simpson grounded a single into left-center and Díaz scored. Simpson stole second and Caminero ripped a single to left to make it 2-0. Hicks then became the fourth Canadian-born player to homer in a World Series game by crushing a 0-1 offering into the second deck in right (estimated 411 feet). Rays 4-0.

[The other three Canadians: George Selkirk (1936 Yankees, G5), Larry Walker (2004 Cardinals, G1 (against the 2004 Red Sox)), and Vladimir Guerrero (2025 Blue Jays, G5). )Video of Walker and Vlad here.)]

The Brewers scored twice off Drew Rasmussen (3.2-6-3-2-4, 89) in their first inning. Chourio and Bauers both singled to right, putting men on first and third. With Contreras batting with one out, Bauers took off for second, second baseman Richie Palacios moved towards the bag to field a possible throw, and Contreras singled through the spot where he had just been standing. Palacios could not get back in time, and the ball went into right-center. Turang lined out to second before Garrett Mitchell singled to right. Contreras was off with the pitch and took third, but both runners were left when Pratt fanned.

The first inning took 33 minutes to play. The seven total hits tied a record for the most hits in the first inning of a World Series game. It had happened nine times beore, most recently in Game 1 of the 1984 WS. . . . The six combined runs is tied for the third-most in a World Series first inning (with 1912 G7, 1945 G7, and 1960 G3). There was seven runs scored in the first inning of G4 in 1993. The record is eight runs, in G2 back in 1958.

The Brewers are the third team to start pitchers under age 25 in the first two games of a World Series:

1966 Orioles, Dave McNally and Jim Palmer
1972 Reds, Gary Nolan and Ross Grimsley
2026 Brewers, Jacob Misiorowski and Logan Henderson

Milwaukee was retired in order in only one inning (the second) making the Rays pitchers face a lot of "traffic", as baserunners now seem to be called. (I don't like the term, it reminds me of the bases being described as "clogged".) Also, during both the ALCS and NLCS, slugging and slugging percentage was referred to as simply "slug", i.e., "A big part of Smith's game is slug" or "To be successful tonight, pitcher Jones needs to limit slug." In recent years, I've gotten used to Ron Darling's insistence on referring to the postseason as "post" ("he's shown more plate discipline in post"), but I find this newer terminology bizarre – and completely unacceptable.)

The Brewers closed the gap with a run in the fourth. Rasmussen (who had thrown a season-high 66 pitches through three innings) walked Pratt with one out after being ahead 0-2. Frelick singled to right and Pratt raced to third. David Hamilton grounded an 0-2 pitch to first. Aranda must have taken a quick peek at the runner on third because the ball glanced off his glove and went through his legs for an error. Palacios was moving behind Hamilton and made a surpringly accurate scoop-shovel-pass with his glove to first, making the play at first far closer than it should have been. Pratt scored, cutting the Rays' lead to 4-3. Rasmussen got the second out but walked Bauers to load the bases -- and that was the end of his night. Cam Booser got Yelich to ground to second to strand three runners.

A word about Hicks being gunned down at the plate. He had been hit by a pitch and bunted to second. When Mesa's two-out single was fielded by Chourio in shallow left, Hicks (ranked 496th in MLB sprint speed) was still two or three steps from third base! A still shot of the replay was amazing to see. And there was third base coach Wendell Kim Brady Williams windmilling him in. It was a huge blunder.

Frelick tied the game with a leadoff dong in the home sixth. It was the first batter Ian Seymour faced and Frelick battled him through nine pitches (cbbffbff). It was Frelick's first home run since July 11. In 111 regular season games, he hit four homers and slugged .319. Bauers: "I've never seen him hit a dead-center homer in BP."

Hamilton followed and saw nine pitches also, fouling off six in a row before striking out. (bsffffffs). Jackson Chourio also struck out but saw eight pitches (cbfbffbs). Bauers walked on a full count and Yelich singled him to third. That was it for Seymour (32 pitches to his first four batters). Tyler Wells got Contreras to ground to third to prevent Milwaukee from taking the lead . . . in that inning, at least.

The leadoff man in the next frame scoired the go-ahead run. Turang doubled to right-center off Wells. He tagged and went to third when Mitchell flied to deep right. Kevin Kelly took over on the mound and gave up a run-scoring single to Pratt. Pratt then stole second before Frelick crushed a ball to deep right that Mesa caught on the track.

The Brewers were busy in the eighth, as well. Chouro singled to center and Yelich walked with one out. A double steal (without a throw) put runners at second and third. Contreras grounded to third and threw out Chourio at the plate. The Brewers challenged both the call and whether Hicks was blocking the plate (amazingly, still, after many years, this is not allowed any more). Both the out call and Hicks's positioning were upheld.

Milwaukee's Aaron Ashby, who pitched the final 1.2 innings, "is the first pitcher in postseason history to get at least five outs in six consecutive appearances and not allow a run in any of them". The goggled lefty has now pitched 15.2 scoreless innings in this postseason, allowing only five hits and three walks, and striking out 17.

Most consecutive scoreless innings to start a postseason, relievers
2016 Andrew Miller: 16 
2026 Aaron Ashby: 15.2 (active)
1984 Andy Hawkins: 15.1
1981 Goose Gossage: 14.1 (entire postseason run)

Sarah Langs reports: "In all best-of-seven postseason series, teams with a 2-0 lead have gone on to win the series 80 of 96 times (83%). In series with the current 2-3-2 format, teams taking a 2-0 lead at home have gone on to win 47 of 58 times (81%)."

Langs: "The Brewers are the first team to win 7 of the first 8 games in which they trailed in a postseason." . . . Teams to win each of first 2 games of a World Series by 1 run each: 2026 Brewers, 2000 Yankees, 1995 Atlanta, 1972 A's, 1970 Orioles, 1950 Yankees, 1916 Red Sox. The first six all won the series.

Brewers Comebacks

NLDS: Brewers vs Padres
G1: Brewers trailed 2-0 (B3), won 3-2
G2: Brewers trailed 1-0 (B1), 2-0 (B5), 2-1 (B6), 3-1 (B7), 3-2 (B8), won 4-3
G3: Brewers trailed 2-0 (T4), 2-1 (T5), 3-2 (T6), 4-2 (T7), lost 4-3
G4: Brewers never trailed, won 3-1, won series

NLCS: Brewers vs Dodgers
G1: Brewers trailed 1-0 (B4), won 2-1
G2: Brewers trailed 1-0 (B1), 2-1 (B3), 4-3 (B5), won 7-4
G3: Brewers trailed 2-1 (T7), won 6-2
G4: Brewers trailed 4-0 (T4), won 6-4, won series

WS: Brewers vs Rays
G1: Brewers never trailed, won 3-2
G2: Brewers trailed 4-0 (B1), 4-2 (T2), 4-3 (T5), won 5-4

What grade did the international broadcast team of Dave Flemming and Ryan Spilborghs receive in this game? If I gave them a B for Game 1, I'd have to go with a C- (or even D+) tonight. Both announcers were unabashed Brewers fans to an alarming (and embarrassing) degree, acting as though a comeback by the team with the best record in baseball, down two runs with eight innings to go, was akin to a miracle. Flemming referred to Spilborghs as "Spilly" twice within a span of five pitches in the top of the third, and then sporadically the rest of the night. If Spilly referred to Flemming as "Flemmy", at any time, I did not hear it.

These guys are fuckin obsessed with bunting. They want every goddamn batter to bunt. It's unbelievable. I wish scripts were available of basebal games because I'd love to list the numerous times one of these guys prayed for a bunt. Flemming also repeatedly referred to many things as "unreal" throughout the night, including the fact that Rasmussen had a less-than-ideal start.

Before the first pitch, Spilborghs referred to Rays manager Kevin Cash as "one of the best tacticians" in the game, as assessment at which Blake Snell might raise an eyebrow. (That was a while ago, maybe he's improved since then.) Cash made several inexplicable bullpen decisions in Game 1. I don't consider whether his moves worked out, they must be judged immediately after he makes them. And bringing in two rusty arms in high-leverage spots when all of his best arms were rested defied all logic.

In the top of the fifth, with Aranda on second and one out, Spilborghs said: "It really feels like the Rays have to score in this inning." In the bottom half of the inning, he stated that "all momentum is with the Brewers". First of all, I wish announcers (even former players) would refrain from projecting their own personal feelings about the flow of the game onto every single one of the 20 players who are playing the game. Every fan has her own subjective opinion about whether any momentum exists at any given point in a game and in which direction and at which speed it might be flowing. It's highly presumptuous for an announcer to think his opinion is perfectly reflected in the minds of all the players in the game. (Actually, it sounds downright insane when I type it out, way more nutty than I thought when I started this paragraph.)

Afte Frelick homered to tie the game in the sixth, Flemming said he "just had a feeling" something like this was about to happen. Well, shit, Dave, why didn't you say something before the fuckin home run, since you "had a feeling"? Perhaps he thoughtfully didn't want to ruin the surprise for everyone else.

Spilborghs gets points for referring to BABIP (batting average on balls in play) when Pratt was batting in the seventh. But then he also said, "This is where I love bunts", right before Pratt smacked an RBI-single, giving Milwaukee a 5-4 lead. Brewers fans are very glad you are not managing their team, Spilly.

When the speedy Simpson batted with two down in the Rays' seventh, Spilborghs told us that the Brewers' first and third basemen were in on the infield grass, guarding against a bunt. We got an overheard shot immedately after he said that and both Hamilton and Bauers were standing on the infield dirt, extremely close to, but clearly not on, the infield grass. Why would an announcer flat-out lie to the audience about what's happening on the field? You expect that from a senile John Sterling, but not an announcer hired to call the World Series.

Facts about breastfeeding

We produce a numerical estimate of the value of unpaid breastfeeding relative to national income spanning five centuries and integrating historical and bioarchaeological data. The relative economic contribution of maternal nursing was greater in the distant past than in recent history, rivaling regionally significant industries such as pottery, glassmaking, and even the historical public sector. It was likely the largest source of human capital investment in early modern England, supporting the physical and cognitive development of the workforce. Finally, we show that breastfeeding rates probably fell as incomes rose, challenging the Malthusian assumption that higher income correlates with lower mortality.

That is from a recent paper by Louis Henderson and Jane Humphries.  Via the excellent Samir Varma.

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Economics competition for high school and middle school students in Italy

Yesterday,  Tito Boeri, David Card and I attended the  award ceremony of the EconoMia and EcoQuiz competitions for high school and middle school students in Italy.

 At the Intesa Sanpaolo skyscraper, the award ceremony of the EconoMia and EcoQuiz competitions, as part of the International Festival of Economics. 

Here we are with the high school students whose essays received awards. 

 

 

How central bankers spend their time

How leaders allocate their limited time and attention is an important question in economics. This paper constructs and analyzes a novel data set covering the daily calendars of three Federal Reserve Chairs, Ben Bernanke, Janet Yellen, and Jerome Powell, containing more than 20,000 calendar entries. We document several patterns. First, all Fed Chairs spend more than 30% of their documented meetings with Fed staff, highlighting the crucial role of economists in the Fed’s decision process. Second, interactions with the media became more frequent during Bernanke’s tenure and remained important until the end of Powell’s tenure. Third, Powell held significantly more meetings with lawmakers than both Yellen and Bernanke, reflecting an increasing need for the Fed to engage with political actors. Beyond these trend patterns, we examine the time allocation of Fed Chairs at business cycle frequencies and show how different activities respond to shifts in the macroeconomic environment. Finally, we place our findings in historical context using the available calendars of earlier Fed Chairs, including Alan Greenspan.

That is from a recent NBER working paper by Thomas Drechsel & Dali Tsakadze.

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Emergent Ventures India, 20th cohort

Zahan Turel, a backend engineer and eighth-generation Zoroastrian priest from Surat, received a grant to digitize his community’s manuscripts and liturgical records before they are lost.

Aditya Vijay, 17, is building Forge, supporting overlooked, self-taught young founders with shared housing, capital, and access.

Dev Goyal received a grant for SCRIPT, exploring whether stylus-based drawing kinematics can support non-diagnostic clinical triage for ADHD, autism, and anxiety.

Adwait Tiwari, 16, a self-taught founder from Indore, is building BharatBahi, a WhatsApp-native AI assistant helping Indian shopkeepers.

Mayukh Goswami and Meher Manda received their grant for a graphic novel examining democratic crises around the world through the lens of a fictional Indian town.

Ajith Chekka is building Oru’el, a physics-enabled intelligence layer to improve the reliability and efficiency of data centers.

Gaurav Kumar, a software engineer and social entrepreneur, is building OncoVault, which turns fragmented cancer records into AI-generated clinical summaries to support physicians’ treatment decisions.

Kush Agrawal, an engineering student at IIT Bombay, received a grant for Tensor Recon, developing execution-aware financial reconciliation infrastructure for high-volume cryptocurrency trading firms.

Mohd. Ashzad, 22, a security researcher and engineer, is building Build Jam, helping young South Asian builders discover creative skills through real-world projects in AI, design, filmmaking, and photography.

Vaibhav Sai, 25, received a grant to develop AI for intent-based biomolecular design, starting with a nucleotide-focused model and capture molecules for biosensors.

Rithvik Vibhu and Rithwik Jayasimha received their grant for research on passive optical fiber network vulnerabilities, including wiretapping and attacks on ISP infrastructure, and presentations at Black Hat USA 2026 and DEF CON 34.

Neha Sarda is building Zyogen, sovereign AI software converting injury images into patient-specific printable graft designs and bioink formulations, aiming to make regenerative medicine 30–40% more affordable.

Hari Shankar Ramalingam, cofounder and CEO of SpaceTug, received a grant to develop and validate autonomous spacecraft technologies for in-orbit satellite servicing, inspection, and life extension, ahead of orbital demonstrations.

Laiba Noor received a travel grant to attend a research program at Özyeğin University and develop a speech-analysis tool for detecting presymptomatic Alzheimer’s in low-resource settings.

Abhishek Raj, 16, a crime and mystery writer and dual national record holder, received a grant to advance his fiction writing and criminology research.

Kunal Kanase, an IIT Bombay pre-doctoral fellow, received a grant for GullyWell, studying Dharavi  residents’ wellbeing where formal mental-health care rarely reaches and developing low-cost tools informed by that research.

Divyaratna Joshi, a Chemical Engineering undergraduate at IIT Madras, is developing low-cost S-PEEK membranes to replace expensive fluorinated membranes and make fuel cells and electrolyzers affordable and manufacturable at scale.

Tanjot Singh, 16, received a grant for PraaNavya (Erynth), a climate startup developing bio-based nanofiber air filtration technology for sustainable clean air.

Tribhi Kathuria, a Lecturer in Robotics at the University of Michigan, received a grant to connect aspiring Indian engineers with robotics and AI research and mentorship from experts in the United States.

Swamynathan Jerra, founder of Hyderabad’s AcquaHT Labs, received a grant to upgrade and seek patents for machines extracting drinking water from air at 30% humidity, rather than the usual 50%, for dry areas with unsafe groundwater.

Niharika Srivastava, a criminal justice and technology lawyer, received a grant to develop a rule-based system identifying Indian undertrial prisoners held beyond statutory custody limits, enabling targeted legal intervention.

Anirudh Varma, a New Delhi pianist, composer, and producer, leads the Anirudh Varma Collective (AVC), received a travel grant for reimagining Indian classical music in a contemporary format for its debut UK tour.

Himaneesh received a grant to build AI software that simplifies professional digital audio workstation workflows.

Sahasrabda Sai Pradhan received a grant to develop a skin-regenerative biomaterial that can be fabricated on-site for urgent graft substitution when suitable tissue is unavailable from the patient’s donor site.

Gaurav Hadavale, 21, a final-year undergraduate at the Sardar Patel Institute of Technology, received a travel grant to present his mechanistic interpretability and trustworthy medical AI research at the MI4MedFM workshop at MICCAI 2026.

M R Sharan, an economist, received a grant to establish a data and intelligence platform focused on India’s local bodies.

Nitish Goel, 14, from Panchkula, is building Thalamus to reduce AI costs and improve efficiency, and Agentoverflow, a shared repository of agents’ solutions that reduces duplicated work and supplies model-training data.

Sudharsanam received a grant for Hardlight, developing autonomous space robots to assemble and maintain assets in low Earth orbit, including space stations, data centers, and factories.

Naveen Gulati, Noida, received a grant for instrumented rooftop trials of GIVARA ONE, a compact dual-rotor vertical-axis turbine for low, gusty winds. Givara Energy owns, installs, and maintains the machines; customers pay only for delivered electricity.

Daevan Mangalmurti and Bilal Moin received their grant for Kindly Adjust, a podcast and Substack discussing small fixes for India’s big problems.

Those unfamiliar with Emergent Ventures can learn more here and here. The EV India announcement is here. More about the winners of EV India second, third, fourth, fifth, sixth, seventh, eighth, ninth, tenth, eleventh, twelfth, thirteenth, fourteenth, fifteenth, sixteenth, seventeenth, eighteenth, and nineteenth cohorts. To apply for EV India, use the EV application, click the “Apply Now” button and select India from the “My Project Will Affect” drop-down menu.

And here is Nabeel’s AI engine for other EV winners. Here are the other EV cohorts.

If you are interested in supporting the India tranche of Emergent Ventures, please write to me or to Shruti at srajagopalan@mercatus.gmu.edu.

The post Emergent Ventures India, 20th cohort appeared first on Marginal REVOLUTION.

       

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Deficits: I cried wolf . . .

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

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I had planned to do a post on Robert Hall and Michael Woodford, as I am a big fan of both of their work. But I’ve been pretty sick the past few weeks—beginning with a flu that gave me a 104 (40C) temperature, and then pneumonia. So I haven’t felt like blogging. Below is a post I wrote a month ago but hadn’t gotten around to posting. I may be slow in responding to comments, but I’ll try. I hope to do a Hall/Woodford post later.

Back in 2018, I warned that the budget situation was becoming unsustainable:

Pundits have been complaining about deficits for decades, so why haven’t we already paid the price in one form or another?

It turns out that the U.S. government has been a bit less irresponsible in the past than advertised. While we run deficits during most fiscal years, they have not been large enough to push the national debt to the sorts of levels seen in Greece, Italy and Japan, which have even larger public debts as a share of national income.

As with the boy who cried wolf, the public is becoming numb to the constant warnings about a debt crisis.

Today, however, there really is reason to be concerned about the budget deficit.

For the first time in history, America is seeing its budget deficit rise dramatically higher during a period of peace and prosperity. While there have been even bigger deficits on occasion — measured as a share of GDP — they were always associated with a temporary situation such as war or high unemployment.

The deficit would then shrink sharply when the economy returned to normal. The current situation is unusual because the deficit has been soaring dramatically higher even as unemployment has fallen to the lowest level since the 1960s (3.7 percent).

Unsustainable budget deficits can be seen as a sign of political dysfunction. The United States last ran budget surpluses during 1998-2001. These surpluses created fiscal space for the politically popular tax cuts and spending increases of the George W. Bush administration.

My complaints about deficits put me far outside the mainstream. In the late 2010s, most pundits suggested that we didn’t need to worry about deficits because interest rates were low. That attitude continued into the Biden administration, which rejected the warnings of economists like Larry Summers. Under the past two administrations, economists have been excluded from the halls of power and policymaking has been turned over to populists.

Last year, a few of my commenters suggested that the fiscal situation would improve due to tariff revenue. I was highly skeptical. According to the Committee for a Responsible Federal Budget (CRFB), the deficit is worsening despite a booming economy:

When looking at the budget deficit, it is essential to put the figures into context. The government should run deficits during recessions and wartime, offset by surpluses (or at least much smaller deficits) during booms. In the late 2010s, the US abandoned that longstanding practice, which is why I raised the alarm in 2018. The deficit of 2019 might look small, but the trend was extremely worrisome given the booming economy.

Today, things are far worse. We ran budget surpluses during the internet boom of 1999, 2000 and 2001, but we are running enormous deficits during the AI boom.

And it could easily get even worse. As longer-term Treasury bonds with low yields mature and need to be rolled over with new debt, the interest cost of our national debt will continue to rise. Here’s the CRFB:

For FY 2026, we estimate:

  • A budget deficit of $2.0 trillion, or 6.2% of Gross Domestic Product (GDP).

  • Debt held by the public of $32.3 trillion, or 100% of GDP.

  • Spending of $7.4 trillion, or 22.9% of GDP.

  • Revenue of $5.4 trillion, or 16.7% of GDP.

  • Interest costs of $1.1 trillion, a record 3.4% of GDP.

  • Interest was the second largest line item in the budget, costing more than defense or Medicare.

And they include this graph:

And of course there’s also the aging population.

Some people suggest that AI will somehow save us. But how? It’s not clear that an AI boom would reduce government spending as a share of GDP. After all, spending on health care tends to rise rapidly as countries get richer, and Social Security benefits for new recipients automatically rise with the level of nominal wages.

It is possible that AI has actually made the deficit worse, by shifting income from workers to less heavily taxed corporate income. Here’s Bloomberg:

Instead, the end of civilization as we know it will likely be caused by income tax erosion.

The logic is straightforward. Ever since the First Industrial Revolution saw peasants pushed off the land, governments have relied on taxing people and their paychecks. Rand estimates that 66% of US federal revenue in 2024 came from either individual taxes or payroll taxes due directly to labor. Even in Australia, where resource exports generate vast wealth, individual income tax accounts for almost half of federal government revenue.

Despite barely scratching the surface of usefulness, AI is already threatening to erase entire categories of white-collar work around the world.

And here’s The Economist:

You might think of AI as a godsend for governments, many of which are accumulating vast debts (see chart 2). Economists expect AI to lift productivity growth, which should create a bigger economy. . . .

One problem is that AI may create value in areas which governments tax lightly while destroying value in the more heavily taxed bits. The economy could expand rapidly while leaving the government increasingly starved of funds. At present governments get most of their revenues from workers. Across the OECD club of mostly rich countries, personal-income taxes and social-security contributions account for a high and rising share of overall tax revenues (see chart 3). In America about three-quarters of all federal tax revenues come from labour. Taxes on consumption and capital (including corporate profits and capital gains) are smaller.

On the other hand, some people are too fatalistic about the situation, assuming nothing can be done. Don’t all countries face similar problems? Not at all. AI Overview suggests that many developed countries have net public debts below 50% of GDP:

Negative Net Debt (Net Creditor Governments)

These unique advanced economies possess sovereign liquid assets that completely exceed their total liabilities.

Norway (Maintains a massive sovereign wealth fund, pushing its net position heavily positive)

Singapore (Gross debt is high due to bond issuances for domestic investment, but it holds zero net debt)

Denmark (~ -6.0% of GDP)

Luxembourg (~ -4.0% of GDP) [1, 2]

Ultra-Low Net Debt (0% to 25% of GDP)

These nations exercise high fiscal restraint or possess exceptional asset backings. [1]

South Korea (~ 9.3% of GDP)

Estonia (~ 10.1% of GDP)

Sweden (~ 12.2% of GDP)

Switzerland (~ 19.2% of GDP)

Taiwan (~ 20.5% of GDP) [1]

Moderate Low Net Debt (25% to 50% of GDP)

While their gross public debt might sit higher, their net debt burden remains comfortably below the 50% threshold. [1]

Ireland (~ 26.3% of GDP)

Lithuania (~ 37.1% of GDP)

Latvia (~ 37.7% of GDP)

Finland (~ 41.8% of GDP)

New Zealand (~ 42% to 45% of GDP)

Iceland (~ 45.8% of GDP)

Germany (~ 47.2% of GDP)

Conservatives like to say the problem is simply too much spending. OK, explain Denmark and Sweden, which have very high spending levels and low debt burdens. Here are some of the worst offenders, again from AI Overview:

Extreme Net Debt (Over 100% of GDP)

These nations possess heavy sovereign debt loads where liabilities greatly outpace their current asset reserves.

Japan: ~136.5% net debt (While its gross debt is the highest in the world at over 204%, its massive domestic asset holdings bring the net figure lower—though it remains the highest among developed economies).

Italy: ~127.7% net debt (Driven by long-term structural deficits and low growth).

United States: ~100%+ net debt (The U.S. gross debt sits at roughly 125.8% of GDP; adjusting for government financial assets leaves the net burden sitting right around the 100% threshold).

Elevated Net Debt (75% to 100% of GDP)

These advanced economies maintain sizable fiscal burdens, heavily exposed to shifts in global interest rates. [1]

France: ~108.8% net debt

Spain: ~92% to 94% net debt (Gross debt remains close to 98.2%)

Belgium: ~93.3% net debt

United Kingdom: ~88% to 92% net debt (Gross debt hovers around 103.6%)

The problem is easily solvable in a technical sense. Although I’d personally favor some spending cuts, federal spending is still only 23% of GDP. Lots of developed countries raise far more than that amount of revenue. It’s a political problem. All you need is good governance. At one time, the US had relatively good governance. And then we threw it all away.

PS. Long time readers know that I’m obsessed with three models: Denmark, Switzerland and Singapore. Not surprisingly, these three countries all show up in the top ten for low levels of public debt. Note that all three are also in the top 7 for economic freedom, according to both the Fraser ranking and the Heritage ranking.

I like these three countries, as they each excel at one of the three most essential aspects of governance:

Singapore: The economic (neoliberal) superpower

Switzerland: The political (decentralized democracy) superpower

Denmark: The ethical (utilitarian) superpower

They answer the three key questions: What should be the goal? (Denmark-utilitarianism.) How best to achieve the goal (Singapore-neoliberalism). How best to decide how to achieve the goal in a world of uncertainty (Switzerland-decentralized democracy.)

Three paths to the same destination—good governance.

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Central Pacific Tropical Weather Outlook


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


000
ACPN50 PHFO 271135
TWOCP

Tropical Weather Outlook
NWS Central Pacific Hurricane Center Honolulu HI
Issued by NWS National Hurricane Center Miami FL
200 AM HST Tue Oct 27 2026

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

Active Systems:
The National Hurricane Center is issuing advisories on Tropical
Storm Vance, located a couple hundred miles southwest of Manzanillo,
Mexico.

Tropical cyclone formation is not expected during the next 7 days.

$$
Forecaster Adams
NNNN


Atlantic Tropical Weather Outlook


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


000
ABNT20 KNHC 271122
TWOAT

Tropical Weather Outlook
NWS National Hurricane Center Miami FL
800 AM EDT Tue Oct 27 2026

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

Tropical cyclone formation is not expected during the next 7 days.

$$
Forecaster Reinhart


Eastern Pacific Tropical Weather Outlook


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


000
ABPZ20 KNHC 271135
TWOEP

Tropical Weather Outlook
NWS National Hurricane Center Miami FL
500 AM PDT Tue Oct 27 2026

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

Active Systems:
The National Hurricane Center is issuing advisories on Tropical
Storm Vance, located a couple hundred miles southwest of Manzanillo,
Mexico.

Tropical cyclone formation is not expected during the next 7 days.

$$
Forecaster Adams


Sunnny

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Early access is open now.

 ★ 

Precipitation in the Pacific Northwest into the Northern Rockies; Bering Sea Storm in Alaska