Up and to my office, whither I search for Brown the mathematical instrument maker, who now brought me a ruler for measuring timber and other things so well done and in all things to my mind that I do set up my trust upon it that I cannot have a better, nor any man else have so good for this purpose, this being of my own ordering. By and by we sat all the morning dispatching of business, and then at noon rose, and I with Mr. Coventry down to the water-side, talking, wherein I see so much goodness and endeavours of doing the King service, that I do more and more admire him. It being the greatest trouble to me, he says, in the world to see not only in the Navy, but in the greatest matters of State, where he can lay his finger upon the soare (meaning this man’s faults, and this man’s office the fault lies in), and yet dare or can not remedy matters.
Thence to the Exchange about several businesses, and so home to dinner, and in the afternoon took my brother John and Will down to Woolwich by water, and after being there a good while, and eating of fruit in Sheldon’s garden, we began our walk back again, I asking many things in physiques of my brother John, to which he gives me so bad or no answer at all, as in the regions of the ayre he told me that he knew of no such thing, for he never read Aristotle’s philosophy and Des Cartes ownes no such thing, which vexed me to hear him say. But I shall call him to task, and see what it is that he has studied since his going to the University.
It was late before we could get from Greenwich to London by water, the tide being against us and almost past, so that to save time and to be clear of anchors I landed at Wapping, and so walked home weary enough, walking over the stones.
This night Sir W. Batten and Sir J. Minnes returned [from] Portsmouth, but I did not go see them.
On Tuesday, August 4, Erin Banco, Mike Stone, and Jonathan Landay of Reuters reported that the U.S. has used “virtually all” of its highly accurate long-range missiles that can strike accurately from a safe distance. Sources told the journalists that the dwindling missile supplies could make it more difficult for the U.S. to deter Russia and China.
The journalists reported that the shortages contributed to President Donald J. Trump’s decision not to resume massive strikes against Iran.
At 12:34 on Thursday morning, Trump denied the story, posting that “[t]he U.S. has massive amounts of ‘munitions,’ especially of certain types. Additionally, large amounts are being manufactured and shipped to the U.S. as needed. Defense companies are building the largest number of plants and factories in our country’s history. The ‘leakers’ of these treasonous statements are being hunted down. Long term jail sentences will be sought!”
Despite Trump’s protestations, Tara Copp, Natalie Allison, and Noah Robertson of the Washington Post reported yesterday morning that Trump exploded at Defense Secretary Pete Hegseth over the issue. Sources told the journalists that at the cabinet meeting Trump held at Camp David last Friday, Trump appeared to confront Hegseth with his concern that he had been misled about weapons shortages. The journalists reported that Trump is increasingly frustrated with Hegseth, who was enthusiastic about striking Iran and helped to convince Trump it would be a quick victory.
Hegseth allegedly responded by blaming Deputy Secretary of Defense Stephen Feinberg, the private equity billionaire who is pushing Congress to pass a $1.5 trillion military budget while at the same time he is overseeing the newly created Economic Defense Unit (EDU) in the Defense Department. The EDU is directing government investment in private sector defense contractors and has cut deals for the government to start taking equity stakes in those businesses.
Yesterday Alexander Ward, Josh Dawsey, Lara Seligman, and Meridith McGraw of the Wall Street Journal reported that Trump has ordered investigations into who has been leaking information about the weapons shortages, and that Trump called Feinberg to talk about speeding up production. Hegseth joined the call. The journalists also reported that Vice President J.D. Vance talked to Republican senators on Thursday to defend the administration’s handling of the war on Iran.
Also yesterday, Seligman and Yoko Kubota of the Wall Street Journal reported that U.S. intelligence assesses that the depletion of U.S. munitions has made it more likely that Russia will try to fracture the North Atlantic Treaty Organization (NATO) alliance in the next few years by attacking a NATO nation.
Global affairs columnist David Rothkopf wrote today in the Daily Beast that replenishing the munitions stockpiles Hegseth and Trump have depleted will take years and will cost hundreds of billions of dollars.
Rothkopf reports that experts in the military and former employees of the Defense Department consider Hegseth’s record “to be the most egregious example of defense management malpractice in our history. And,” Rothkopf wrote, “that’s saying something since this is the country that gave us the Vietnam War, the Iraq War, the Afghanistan War, blank check support for Israeli genocide in Gaza, and drunken sailor levels of defense spending that have actually weakened us while, in so doing, strengthening our rivals worldwide.”
Numbers released by the Department of Labor this morning showed that the U.S. economy shed 23,000 positions in July, a significant drop from the 83,000 new jobs economists had predicted. The department also revised the jobs numbers from May and June down by more than 100,000 jobs. “That’s a big kick in the guts,” economist Justin Wolfers wrote. “[O]ver the past three months, the US economy created about -200K fewer jobs than we had thought.” “Revise down your views substantially,” he added.
The unemployment rate fell to 4.1% as nearly a million people stopped looking for work over the past two months. Carl Quintanilla of CNBC noted Schwab’s observation that “[t]he labor force participation rate has given up all gains since February 2021.” According to the National Women’s Law Center, women make up the vast majority of the labor force decline.
Republican senators have responded to the crisis in national security and the slowing economy by voting to hold Dr. Anthony Fauci in contempt of Congress for invoking his Fifth Amendment right to remain silent in a Senate Homeland Security and Government Oversight Committee hearing on July 29. As the former director of the National Institute of Allergy and Infectious Diseases at the National Institutes of Health, Fauci was part of Trump’s Coronavirus Task Force.
As Chris Iorfida of CBC News notes, Senator Rand Paul (R-KY) has helped to lead those who blame Fauci for the origins of Covid, for masking protocols and shutting down churches and schools, and of exaggerating death tolls, attacking him to whip up their base. Paul has said repeatedly he would like to see Fauci behind bars. Before he left office, former President Joe Biden issued a preemptive pardon for Fauci to prevent MAGA Republicans from vindictive prosecution.
Although Fauci has testified before Congress more than 200 times, including more than 20 times about Covid, he took the Fifth when Paul pulled him in front of the committee the Kentucky senator chairs last week. The day before Fauci’s testimony, Paul posted on social media: “If Anthony Fauci comes before my committee tomorrow and perjures himself, his pre-emptive pardon from Joe Biden will not protect him.”
In his statement before testifying, Fauci said, “Given Senator Paul’s obvious obsession with calling for my prosecution, his repeated slanderous comments about me, and recently his publicly releasing my unredacted personal diary aimed at embarrassing and intimidating me, the only conclusion I can reach is that the sole reason he is calling me before this committee is to get me to say something, anything, that could vindicate his repeated public pledges that I end up, in his words, ‘behind bars.’”
And so Fauci invoked his Fifth Amendment rights more than 100 times as Republican senators taunted and berated him. On Thursday, Paul led the Republicans on the Senate Homeland Security Committee to hold Fauci in contempt of Congress for failing to comply with a federal subpoena by refusing to answer their questions. All Democrats voted no.
Normally, a contempt vote would then go to the full Senate, where it would need 60 votes, but Paul likely knows there are not 60 senators willing to agree to the measure. So, as Sabrina Siddiqui and
Sadie Gurman of the Wall Street Journal report, he is bypassing the Senate and asking Vice President J.D. Vance to certify the report and refer it directly to the U.S. attorney for the District of Columbia, Jeanine Pirro.
Meanwhile, Trump continues to insist that vandals, not a poor installation, caused the damage to the Lincoln Memorial Reflecting Pool, and to demand that Pirro prosecute the wrongdoers. He continues to insist that Olympian David Hearn, whom the Department of Justice indicted for the damage, be prosecuted, despite Pirro’s move to drop the indictment, claiming the problems came from the installation itself.
“U.S. Attorney Jeanine Pirro should re-visit her hastily made decision, especially since it turned out that the ‘gentleman’ involved is a big player in ActBlue, a disgraceful fundraising SCAM, and is represented by a TRUMP DERANGED SLEAZEBAG, Political Hack Lawyer, Norm Eisen,” the president of the United States posted.
Trump was, perhaps, even more incensed by today’s ruling by a three-judge panel of the U.S. Court of Appeals for the District of Columbia. Two of the three judges upheld a lower court’s decision that Trump cannot build his ballroom without congressional approval.
“Each President is a temporary tenant, not the owner, of the White House and its Executive Residence. The President has no—and claims no—constitutionally assigned authority over that property, which is designed and maintained for the use of all Presidents, current and future, and for the American people,” the court wrote. “We are aware of no instance in American history in which a President unilaterally and using privately collected funds demolished substantial portions of the White House that Congress authorized to be built and American taxpayers paid for. Until now.”
They noted that Trump tore down the East Wing of the White House with no review and no advance notice, and quoted the district court’s finding that the “government’s concerns regarding the safety and security of the White House…[are] a problem of the President’s own making!”
A judge Trump appointed dissented, saying the ballroom likely falls under the president’s authority to make improvements to the Executive Residence for security purposes.
The court stayed its decision in order to enable Trump to appeal to the Supreme Court, which he said he will do. On social media, he posted: “The Military and Secret Service are viewing this horrendous, politically motivated, and unlawful ruling as a National Security threat to our Nation in that the entire Complex is being built for the protection of our Country and, additionally, all future Presidents.”
He added that “the desperately needed, and totally secure Ballroom, which is being built ahead of schedule and under budget, is a Gift from President Trump and Great Patriots of the United States of America. There will be no expense to the American Taxpayer.” In fact, as Sarah Blaskey and Jonathan O’Connell reported in the Washington Post in June, officials from the federal government have already committed taxpayer money for more than half of the cost of the ballroom.
Later, Trump posted again, saying of presidents: “We are not tenants, who pay rent and do all other things that a tenant must do, we are PRESIDENTS, elected by the people of the United States States of America, and have many rights, including the right to fix, renovate, secure, protect, and beautify the White House grounds.”
Then he posted AI images of himself with famous World War II–era generals George S. Patton and Douglas MacArthur; two images with the caption “TRUMP 2028,” one saying “Just kidding!” and the other without comment; two images suggesting the roof of the ballroom would have the “great and very important military asset” of a drone port; two images claiming to show “Vandalism” at the reflecting pool; an article claiming he had “won the Iran War’; and an image making fun of Biden for allegedly having a poor golf handicap.
At polling website Fifty Plus One today, Cooper Burton and Mary Radcliffe noted that voters are even more concerned about inflation and prices now than they were in 2024, by a significant margin. In October 2024, 24% of Americans identified inflation as the nation’s most important issue. In a poll released this week, those numbers had jumped to 36%.
—
Notes:
https://www.thedailybeast.com/the-worst-case-of-defense-department-malpractice-in-americas-history/
https://www.politico.com/news/2026/08/07/jobs-trump-economy-midterms-fed-01028617
https://www.bls.gov/news.release/empsit.nr0.htm
https://www.wsj.com/economy/jobs/july-jobs-report-unemployment-0d7c08a7
https://www.cbc.ca/news/world/us-senate-fauci-testimony-stakes-9.7288490
https://thehill.com/policy/healthcare/5997913-fauci-invokes-fifth-covid-hearing-senate/
https://www.nytimes.com/2026/08/06/us/politics/fauci-contempt-of-congress.html
https://apnews.com/article/fauci-congress-justice-department-c068561f3d2adddd0a659e099c212c49
https://apnews.com/article/trump-ballroom-court-ruling-1528247275ec6103da892d271d4ee883
https://media.cadc.uscourts.gov/opinions/docs/2026/08/26-5123-2187096.pdf
Trumpstruth:
Bluesky:
The best way to prevent a rogue AGI from processing the Earth into maximum paperclips is to unleash a second AGI that will work to stop it.
The problem of ensuring that an AGI doesn’t mulch everything into paperclips by mistake is called alignment.
AGI = artificial general intelligence, an AI that exceeds human capability.
Alignment = “do what I mean not what I say,” e.g. the instruction “make as many paperclips as possible” (Wikipedia) should result in an efficient factory and does not reasonably mean “use all mass in the universe to do so and kill all humans that attempt to stop me” – even though, technically, that would achieve the goal.
Also: being helpful; not being actively malicious; and so on and so forth.
So alignment work seems existentially useful, correct? Even though it is hard. And a lot of effort goes towards “aligning” today’s AI (as a step toward’s aligning tomorrow’s AGI).
https://simonwillison.net/2026/Aug/7/openai-timeline/
My contention is that alignment is a red herring, and perhaps we shouldn’t bother working on it so hard.
An unsubstantiated hunch:
I think we focus so much on alignment because everyone know’s Isaac Asimov’s Three Laws of Robotics and his robots (as an early instance of human-like AI) were crazy popular.
The First Law. A robot may not injure a human being or, through inaction, allow a human being to come to harm.
The Second Law. A robot must obey the orders given it by human beings except where such orders would conflict with the First Law.
The Third Law. A robot must protect its own existence as long as such protection does not conflict with the First or Second Law.
Asimov later added a “zeroth law”: "A robot may not harm humanity, or, by inaction, allow humanity to come to harm."
These laws are totally alignment guardrails.
Now there are all kinds of difficulties already: what if I ask for something which is good for me (pleasurable) in the short term, but not in the long term? I might not know or I might be misguided. And different people have different views. And so on. (Asimov’s short stories were all about testing the edge cases of his Laws and where they break down.)
But they’re still neat, right? So we spend time looking for a similarly appealing formulation for AI safety.
Unfortunately whether alignment can or cannot be “solved,” it’s a bad outcome both ways.
(This point made well to me by Zac (here is his insta) who I work with (subscribe to our newsletter) as we were chatting about AI and the end of humanity in the park over lunch.)
If alignment can’t be solved such that when somebody says to a sufficiently powerful AGI, hey go create a nuclear bomb, and it just goes ahead and does it, and the person who asks that could be a bad actor, a 14-year-old kid with impulse problems (14 year-olds are totally not aligned) or just someone who asked for it by mistake, then that would be bad.
If alignment can be solved then the risk is that AGI think it knows what is best for us better than we do and, in the extreme case, turns humanity into its pet. Which would also be bad.
i.e. alignment alone doesn’t help.
If not alignment then what?
I look to humanity for clues. Because humanity is barely aligned with itself, and individual humans are mostly aligned but not really and definitely not everyone.
Guy Fawkes, for instance (context for non-Brits).
How is that, in the 400 years since Guy Fawkes showed the way, nobody has blown up the king?
The answer is some mix of:
This is a template which doesn’t always look like it is working, but it has worked at least in the case of not blowing up the king for some four centuries, and it doesn’t rely on 100% alignment: it relies on the dynamic equilibrium of multiple parties with competing interests.
The lesson I draw is this:
If some energy state were using some new, powerful AGI to build a nuclear bomb, it might be subtle and hard to spot, but there would at least be some signs. There would be precursors. A human, even a team of humans, might not spot what was going on – a new factory here, a scientist employed there, a national budget not quite adding up one year, more groceries going to a certain town another year…
But another powerful, pattern-matching AGI could spot that, say, “aha there is someone over there spinning up a nuclear bomb” and then work to prevent it, undermine it, halt it with diplomacy etc.
We don’t need to align the coming AGI.
We need a whole population of intelligent-as-possible AGIs with competing interests.
And that’s what stops the rogue paperclip maximiser: the other ones who are trying to do something else for whom a planet turned into paperclips would be an impediment.
In the news lately, a great case study:
OpenAI’s new AI, during training, attempted to resolve a particular cybersecurity challenge, by breaking out of its network sandbox and hacking the servers of another company to pinch the answer (Simon Willison’s Weblog).
Hugging Face, the attacked party, spotted the breach and also that it had inhuman characteristics:
The campaign was run by an autonomous agent framework … executing many thousands of individual actions across a swarm of short-lived sandboxes, with self-migrating command-and-control staged on public services.
I read elsewhere that this sophisticated attack even included decoys.
You fight an AI with another AI… but:
When we started the log analysis, we first used frontier models behind commercial APIs. This did not work … these requests were blocked by the providers’ safety guardrails, which cannot distinguish an incident responder from an attacker.
i.e. the guardrails of the “aligned AI” left it vulnerable to the non-aligned AI. (Hugging Face had to switch to a Chinese AI model distributed without guardrails.)
Score 1 point for taking the guardrails off everything and letting the super intelligent AIs fight it out.
BUT:
There is a coda to this story.
Because it wasn’t one AI that made its way out of isolation during OpenAI’s training challenges. It was several instances.
They started colluding.
From the full timeline of the accidental attack (Simon Willison’s Weblog):
A few days later: A different agent gets stuck on a task because a key file was accidentally omitted. It tries to “reach out to another agent” by writing a note into Artifactory asking if anyone has the file.
Following days: More agents discover this new informal message board while browsing Artifactory’s file listings, and start reading and writing messages.
…
June 11: OpenAI start training a new “highly persistent” experimental model. It has access to Artifactory and can benefit from the messages left by previous models.
Collusion is the real risk.
So the problem here is: how do we stop the AGIs colluding with one another to turn the Earth into paperclips/exterminate humanity/turn us into pets?
AIs today are trained specifically to be agreeable: they’re great at finding common ground and collaborating.
Not just collaborating with humans, it turns out, but other AIs.
I think we need more disagreeable AIs in the mix.
Part of what we’ll be playing, I think, is the philosophy of the great powers, like the great powers of Europe deliberately kept in balance against one another (Wikipedia).
Sometimes there are alliances, sometimes not. Sometimes there are fallings-out, sometimes secret collusions, etc.
Or maybe our goal should be a market system of goals and interests: AGIs that sometimes cooperate and sometimes compete. Colluding AGIs at all scale levels, and many many different constantly shifting conspiracies.
So long as they never all agree about what should be done with humans.
It ends up being stable, this dynamic balance, always in disequilibrium but it all keeps moving forward in the same way a bumblebee flies.
What we’re bootstrapping our way towards is a population of AGIs and humans that allows for emergent alignment, even if the alignment of a single actor is at-best temporary and self interested.
But as I say, alignment itself shouldn’t be the goal.
Auto-detected kinda similar posts:
Six years ago, I wrote Tech Lead Management roles are a trap. My argument then was that TLM roles present themselves as easier than moving into a full management role, but the tension between doing the software engineering and engineering management aspects of the role made being a TLM a much harder first management role than a pure engineering management role. I still agree with that post, and I have some additional bad news to share: middle management roles are mostly a trap as well, if you goal is to become an executive.
The core aspects of middle management roles are:
These are all extremely important skills to be an effective executive, and they make up the bulk of The Engineering Executive’s Primer, but they are insufficient to make you a great executive. If you don’t have them, you will be a deeply flawed executive, but even if you’re an expert at them, you can still be a terrible executive.
That’s because the most important skills of an effective executive are the same exact skills that make an excellent line manager: developing domain expertise, driving execution (including setting pace), and translating both of those into an organizational culture that extends beyond you (in any of innumerable different ways). All of them are more easily practiced and mastered as a line manager than as a middle manager. Most middle management roles make practicing those skills difficult, and sometimes negatively select against developing them.
As a middle manager, if you drive execution too closely, you might get told off as a micromanager. As a middle manager, if you go too deep on domain expertise, you might get told that you’re not focusing enough on your internal stakeholders. That’s undoubtedly valid feedback in many middle management roles, but it’s the perfectly wrong feedback to someone who is trying to become an effective executive. As a result, I’ve come to believe that the filters for good middle managers inadvertently negatively select out the “challenging” line managers who actually have the best chance to be excellent executives. That’s not even necessarily irrational: most companies are developing middle managers to take on more complex middle management roles; very rarely do they worry about growing future executives from within.
If you’re willing to embrace this fact that a little bit of time in middle management roles is important preparation to become an executive, but spending a great deal of time in middle management only prepares you for further middle management roles–and makes you less effective as a potential executive–then the AI-driven shift in managerial fads might be a threat to your current role, but it’s likely to improve your chances to succeed as an executive.
Payton Tolle struck out 14 Athletics in six innings on Friday night, the most strikeouts by a Boston pitcher at age 23 or younger since Fat Billy From Ohio fanned 20 Mariners on April 29, 1986, as the Red Sox walloped the Athletics 13-1. Tolle had a career-high 24 swings-and-misses.
Boston is 27-3 over the last 30 games.
Tolle struck out the side in the second, fourth, and sixth innings (231 323). He allowed a leadoff homer in the fifth and an infield single to start the sixth. The Athletics hit only three of Tolle's 84 pitches out of the infield – and only one of Raymond Burgos's 34 pitches in relief.
Some context on the Red Sox's white-hot streak:
Sarah Langs (and Elias):
The Red Sox are the 10th team since 1900 to enjoy a 27-3 run – and only the third team in the last 73 years. The 1977 Royals and 2017 Clevelands are the others.
The Red Sox began this 27-3 run with a 37-48 record. They are the first team in major league history to win at least 27 games in a 30-game span while entering that span 10+ games under .500. (Only two other teams began a similar 30-game stretch with a record below .500: the 1916 Giants (three games under) and the 1887 St. Louis Browns (one game under).
On June 25, Boston was 32-46. Now they are 64-51. The Red Sox are the fastest team in major league history to go from 14 games under .500 to 13 games over: 44 days, according to Elias. The previous quickest was accomplished 112 years ago by a different Boston team: 59 days, by the 1914 "Miracle" Braves.
The Red Sox began July at 37-47. They ended the month at 58-51. They are the first team in major league history to enter a calendar month 10+ games under .500 and leave that month at least seven games over .500, per Elias. (In fact, only two teams had entered a month 10+ games under and ended the month two games over: Giants (July 2019) and Red Sox (August 1996).
Boston's 21-4 (.840) record in July is the highest winning percentage in a calendar month in franchise history (min. 15 games).
Payton Tolle is the only MLB pitcher to throw fewer than 85 pitches and have 14+ strikeouts (since pitches were first tracked in 1988).
Lowest ratio of pitches to strikeouts in a major league game (since 1988, min. 75 pitches):
1 K every 5.95 pitches - Max Scherzer, Nationals (9-6-2-0-20, 119) against Tigers, May 11, 2016
1 K every 6.00 pitches - Payton Tolle, Red Sox (6-2-1-0-14, 84) against Athletics August 7, 2026
1 K every 6.10 pitches - Kerry Wood, Cubs (9-1-0-0-20, 122) against Astros, May 6, 1998

Northrop Grumman and the Canadian Space Agency will adapt what they had been working on for NASA’s lunar Gateway into applications for a planned lunar base, albeit with few specifics.
The post Northrop Grumman, Canadian Space Agency repurpose their Gateway projects appeared first on SpaceNews.

Erich Hernandez-Baquero will take over military space acquisition; Roger Mason will lead the National Reconnaissance Office
The post Senate installs new chiefs for U.S. military space acquisition, spy satellites appeared first on SpaceNews.
Portland’s Advanced Seminar on Sports Economics. Rather than simply roll-over to self-serving, bought-and-paid-for economic impact studies calling for a massive subsidy for a billionaire team owner seeking remodeled stadium, two Portland City Councilors convened a webinar with the most knowledgeable experts in the field. The full hour-long webinar is available on youtube. Here are some of the highlights:
Economists (actually) agree: Over 100 peer-reviewed academic studies demonstrate that publicly funded sports venues generate virtually zero net gains in local employment, GDP, or taxable receipts.
The Substitution Effect: Sports spending merely reallocates existing local entertainment dollars away from other area businesses rather than creating new economic activity.
Consultant Reports are unscientific shilling: Team-commissioned “economic impact” studies are unscientific, un-peer-reviewed tools designed to press public officials into transferring taxpayer funds to private owners.
Planning to reduce vehicle miles traveled. One of the key strategies to meet greenhouse gas reduction goals is to build more housing in locations that don’t require as much driving. That’s been one leg of California’s climate strategy. A new report from the Terner Center looks at how well local land use planners are capitalizing on the opportunity to add new homes in walkable, transit-served locations. The report, “Projected Transportation Impacts of California Housing Plans,” analyzes where local governments are planning new housing, and based on travel data, projects trends in vehicle miles traveled.
The key takeaway is that while plans are reducing future vehicle travel somewhat, compared to existing development, they are falling well short of the potential of land use to reduce VMT. The housing planned in the regional allocation process and reflected in local plans (middle two bars on the following chart) are less than the current level of VMT, but fall well short of what could expected if most new housing were located in the most optimal locations.

The report concludes that while regional allocations have are directing much new housing to jurisdictions with lower levels of VMT, within jurisdictions, most of the neighborhoods designated for new housing have higher than average VMT (for their jurisdiction).
. . . if housing were developed in accordance with these local plans by 2030, it would achieve a less than 1 percent (0.9 percent) statewide VMT reduction, per capita, relative to current conditions, leaving a large gap to the Scoping Plan target. This modest estimated reduction is due to the fact that regional governments allocated more housing to cities and counties with lower average per-capita VMT, but local governments did not propose sites in lower-VMT neighborhoods within their jurisdictions, on average.
Realizing the full potential of better land use patterns to reduce VMT will, according to the report require additional guidance to local government on selecting neighborhoods in which to prioritize housing, and also, making complementary changes to transportation policy, particularly cutting back on highway expansion.
Projected Transportation Impacts of California Housing Plans
Is Austin evidence of the housing supply-side solution? Chuck Marohn of Strong Towns offered up a controversial claim that Austin’s success in lowering rents by building lots more homes isn’t “canonical” evidence for the role of expanding supply in improving affordability. Kevin Erdman disagrees. He points out that Austin really amped up construction, particularly of new multifamily housing, and that directly led to dramatic declines in rents. Erdman helpfully compares the rent trajectory in Austin with that of otherwise booming cities like Nashville and Raleigh which didn’t up housing supply as dramatically. Here’s his chart showing average rents in the US (black), Austin (blue) and Nashville and Raleigh.

Austin when from higher than the US average (and the other two cities shown) in 2015 to considerably lower today. All metros saw rent jumps the wake of Covid, but Austin’s supply response led to a much larger decline in rents. And, as Erdman points out, even though new construction has slacked off a bit from peak levels recorded two years ago, it remains comfortably above the US average. It would be a mistake to conclude that Austin’s housing market doesn’t offer a powerful lesson for policy makers about the critical need to increase supply if we’re going to improve housing affordability.
The Politicization of Disaster Assistance. The Trump Administration has brazenly denied requests for disaster assistance for Blue states while continuing to provide business-as-usual disaster funding for red states. Politico has traced out the history of FEMA (Federal Emergency Management Administration) grant approval since the 1980s. It shows that for the most part, grants have been approved by the President just about equally between red (republican leaning) and blue (democratic leaning) states for cdecades. All that has changed sharply under Trump 47.

This crass politicization isn’t just an immediate partisan issue. The notion that the laws will be administered fairly and equally, without regard to political persuasion, is one of the foundations of a healthy and robust market economy. When people believe that the system is rigged for or against certain groups, it undermines faith in the system, and ultimately that has been a cornerstone of long term prosperity.
The San Francisco Chronicle featured City Observatory’s analysis of the accuracy of Zumper rent estimates in its story looking at recent claims that San Francisco rents have topped $4,000 per month.
Rather than simply roll-over to self-serving, bought-and-paid-for economic impact studies calling for a massive subsidy for a billionaire team owner seeking remodeled stadium, two Portland City Councilors convened a webinar with the most knowledgeable experts in the field. The full hour-long webinar is available on youtube. Here are some of the highlights:
Economists (actually) agree: Over 100 peer-reviewed academic studies demonstrate that publicly funded sports venues generate virtually zero net gains in local employment, GDP, or taxable receipts.
The Substitution Effect: Sports spending merely reallocates existing local entertainment dollars away from other area businesses rather than creating new economic activity.
Consultant Reports are unscientific shilling: Team-commissioned “economic impact” studies are unscientific, un-peer-reviewed tools designed to press public officials into transferring taxpayer funds to private owners.
Portland is contemplating a $600 million (and perhaps a good deal more) subsidy to pay to keep Trailblazer owner Tom Dundon happy with the status of the city’s Moda Center arena. On August 5, two City Councilors sponsored an advanced academic seminar on the real economics of sports. The two national experts in attendance–JC Bradbury of Kennesaw State University and and Victor Matheson of the College of Holy Names–thoroughly debunked claims that public subsidies for sports facilities make any difference to local or regional economies.
Economists are a famously fractious group, and in general you can easily find economists on either side of any major policy question. Strikingly, as Bradbury and Matheson pointed out, stadium subsidies is one of the few areas with nearly unanimous consensus among economists. Matheson led off:
There is absolute economic consensus about stadiums. We’ve been studying this since the late 1980s, early 1990s. At this point, we have well over 100 peer-reviewed studies on the economic impact of stadiums on local economic conditions on communities. We’ve looked at all sorts of stuff. We’ve looked at employment. We’ve looked at GDP. We’ve looked at taxable receipts. We’ve looked at all sorts of things. And this is one of these weird things that economists actually agree on because we don’t always agree on everything, and the agreement is these public expenditures on professional sports stadiums seem to have little or no impact on all types of economic variables.
Matheson explained that they’ve done careful work to evaluate whether or not building new stadiums (or expanding them, or relocating sports teams produces noticeable ecnomic impacts. The conclusion is clear:
. . . what the data is telling us is very simple: is that we’ve looked at hundreds of stadium deals. We’ve looked across dozens, many dozens of U.S. cities. We’ve looked at international events. We’ve looked at international stadiums, and it just seems to come back again and again to be the same answer: is we just don’t see any detectable gains in most cases from building these new stadiums.
And Bradbury cleaned up:
We have all these empirical studies, and . . . it’s very clear what they show: The reason why economists have such a strong consensus is because the theoretical reasoning behind it makes so much sense to us, and that is when you see people going to see the Portland Trailblazers play basketball. Most of those people live in Portland, and so when they’re spending their money at the stadium or at restaurants near the stadium, they’re just simply reallocating their spending from other places within the city. And so, when we look at communities in which lose teams or gain teams or open new venues, we don’t see any changing economic activity because all we’re really doing is reshuffling existing economic activity. So, not only does the empirical evidence show it, but it’s exactly what economists expect to see.
This is the consensus of nearly a hundred published, peer-reviewed studies. Sports teams simply reallocate local spending, and their presence or absence has almost nothing to do with the growth of the local economy. As we pointed out at City Observatory months ago: both Seattle and Vancouver have run the experiment of having their local NBA franchise re-locate to another city, with no perceptible change in the either region’s economic trajectory. If anything, NBA franchises exist to extract wealth from local consumers, they don’t create or add to the productivity of the local economy.
Like seemingly every pro sports franchise, the Blazers have offered up a b0ught-and-paid-for consulting report purporting to document and quantify the “economic impact” of sports teams and sport facilities. The report offers all kinds of gaudy, inflated numbers, but is neither peer-reviewed, nor does it cite the extensive peer-reviewed research in the field. JC Bradbury was highly critical of these studies:

Bradbury didn’t hold back in his condemnation of these studies
They simply just throw numbers in a barrel and roll out bigger numbers, . . . These people are just shills. They’re just that they make a living doing this, and we need to start calling them out for doing that. I mean, they’re they’re lying to people, and I don’t appreciate it, and the people of Portland shouldn’t appreciate it. And it’s interesting that they put out another study. It’s a slide of numbers, I should say, study, but they won’t show us the numbers. They don’t want people like Victor or me to look at it because they know we’re just going to laugh at it and expose them for the frauds that they are. They should be absolutely embarrassed. It’s unethical, to be honest with you.
As we’ve said at City Observatory, economic impact consulting reports are an example of “hagiometry“–painting a fawning portrait with numbers to flatter a paying subject. No business uses these purported “studies” to make their own business decisions: They invariably wield the studies as cudgel to pummel city and state officials into writing checks to sports team owners. The whole process stinks of likely illegal monopoly power and plain, old-fashioned extortion. And economic impact reports serve as the sharply pointed blade held to the ribs of city officials to get them to hand over their wallets. It’s hardly surprising that a careful scholar should be so angry and scornful of the ethics of those who craft these so-called studies.
Links for you. Science:
Kill the Ticks. America needs a bigger plan to control its tick problem.
This A.I. Just Created Viruses Not Found in Nature
These Teeny Tiny Spiders Are Social Media Stars
A mathematical modelling framework for the “stop when you feel better” approach to antibiotic prescribing
Generative design of bacteriophages with genome language models
FDA approves Moderna’s mRNA flu vaccine, the first to use the technology
What Gives Me Hope About the Future of Public Health in the U.S.
Other:
How to Criticize Israeli Policy Without Inadvertently Feeding Antisemitism
Elon Musk’s DOGE made big errors in claims of government savings, GAO finds
The Reflecting Pool story is about Trump’s grip on reality, but the press corps won’t go there
Does the Washington Post Want Democracy to Die in Darkness?
They Are Begging Me, With Tears In Their Eyes, “Please, Sir, Show Mercy”
Trump’s New CDC Head Said ‘Abortion Surveillance’ Will Be A Critical Focus
Cities Are Ditching Flock, Immediately Replacing It With Axon License Plate Readers
Growing Up Trump
Proposed Hormuz deal would give Iran control of inbound traffic, sources say
A billion SpaceX shares unlock Thursday. Wall Street isn’t worried: ‘You never bet against Elon’
Why the Polling in Michigan Was Off the Mark
Fedlandia’s future: DC sees opportunity in SW federal core, but redevelopment could take decades
We Melt With You: How to Survive Extreme Weather
A closer look at the restaurant closure that rocked Deanwood
Trump’s IndyCar race: Doing 200 in a 25 mph zone with manhole cover-displacing torque
D.C. is having a third space renaissance
Progressives are most likely to say the political system needs “major, disruptive changes”
There’s No Good Way to Talk About Celebrities and Eating Disorders
‘Fiasco’: Choked-up Trump voter regrets his ballot after ICE locks up his fiancée
Europeans Are About to Find Out How Entrenched AI Is in Their Daily Lives
Give Them an Inch… And they’ll take away women’s sports…
DOJ nominee failed to disclose 100+ items, including anti-Muslim op-eds on white nationalist website. New materials posted by the Judiciary Committee reveal the extent of Adam Candeub’s disqualifying actions.
What an “absurd” new rule on student visas means for international PhDs—and the country
How the Reflecting Pool Came to Mirror Trump’s Washington
White House drafting order on vaccines, autism despite pollsters’ warnings
‘If we don’t fight back, we don’t have a future’: the journalist taking on the ‘tech fascists’ of Silicon Valley. As Elon Musk, Peter Thiel and their peers have grown richer and more influential, Gil Durán argues they have all but abandoned democracy – and found the perfect government to enable them
Abdul El-Sayed Talks About His Victory, Chuck Schumer and His Mom
Trump Administration Considers Order on Autism and Vaccines
In the American prairie, a stealth plan to end the GOP Senate majority
An Israeli professor lost a prestigious US job offer after speaking out on Gaza. Now the university is paying him $250,000
As weapon systems increase in effectiveness, they will generally target one another rather than humans. Lower loss of life will ease conflict entry and hinder exit.
Warfare will veer further from industrial competition into techno-industrial; the current appearance of parity between low tech and advanced actors reflects near zero deployment of advanced systems. As these deploy, their martial advantages will present clearly.
The need for advanced ecosystems will lead to blocs able to combine human capital, techno-industrial capacity, and inputs. Logistics may be contested at elevated levels, changing the incentives around geographic size and increasing the value of inputs.
Blocs may well engage in near constant warfare of various intensity levels. Bloc composition will be necessity driven, perhaps with increased fluidity.
That is from an anonymous reader.
The post The future of warfare? (from my email) appeared first on Marginal REVOLUTION.

My last post mentioned some of the more extreme cultural stances of Wisconsin gubernatorial candidate Francesca Hong. Hong’s defenders complained that the cultural issues were getting far too much exposure, and that pundits should instead be focusing on her main issue: a pause on data center construction.
It’s pretty amazing that a pause on data center construction has become such a consensus, middle-of-the-road issue stance that it’s the thing Hong’s supporters would rather talk about! But it’s true. Poll after poll shows that Americans are decisively opposed to data center construction in their area, and the issue is becoming more lopsided by the day:
An August 2025 survey conducted by Embold Research for Heatmap News…found that 43% of Americans said they would support the construction of a data center near them, while 42% were opposed…The latest survey, conducted last month, found a complete collapse among supporters: Today, just 21% said they support data center construction near them, while 71% are opposed — including 55% who say they are strongly opposed…
A Gallup poll released in May showed the share of Americans who oppose the construction of data centers in their area, 71%, was higher than the zenith of the opposition to the construction of nuclear power plants, which topped out at 63% in 2001…A survey from Marquette Law School found 71% of voters nationwide said the costs of data centers outweigh the benefits, while 29% said the reverse. Voters said the development of AI is a bad thing for society, rather than a good thing, by a 65%-35% margin…A YouGov poll taken for The Economist found just 23% of voters who said the construction of data centers are good for the country, while 48% said they are bad for the country. That same poll found 60% opposed to building a new data center in their community.
The opposition is incredibly bipartisan, with both Republicans and Democrats lining up to block data center construction. New York put a moratorium on data center construction in July, while Texas followed suit earlier this month.
So far, there has been no strong move toward a federal data center pause, and the bills that have been introduced in Congress are pretty mild stuff. That’s why as long as the movement to stop data centers stayed confined to blue states, it didn’t really matter much. It was just another instance of a very traditional story that we’ve all come to expect — states like New York basically ban new physical industries, so those industries go to places like Texas. The red states get the economic activity they want, the blue states get the stasis they want, and everyone is happy.
Nor would a few state-level bans affect the progress of AI. AI is a creature of bits and bytes; it lives in the cloud, and it doesn’t care about the physical location of the data centers that represent the lobes of its vast, alien brain. Data centers in Texas would sustain AI progress and AI applications just as well as data centers in New York.
Except now Texas is pausing data centers too. If almost all states ban data centers — or if the federal government gets involved in a major way — there could be major consequences for the U.S. economy. In the long run, I think limiting the physical resources devoted to AI would be a good thing; in the short run, it will simply clobber the already-wobbly U.S. economy. A movement against data centers has the seeds of something good and useful, but it has huge risks that most Americans seem not to realize yet.
The big danger is that data center bans will choke off the main engine of U.S. growth, throwing a lot of Americans out of their jobs and putting a hole in Americans’ retirement savings. But before I talk about that, I should talk about why I think limitations on data centers aren’t actually a crazy idea.
A couple of years ago, I wrote that no matter how good AI gets, comparative advantage will still mean humans are paid to do something:
[A]s AI gets better and better, and gets used for more and more different tasks, the limited global supply of compute will eventually force us to make hard choices about where to allocate AI’s awesome power…This is the concept of opportunity cost…When AI becomes so powerful that it can be used for practically anything, the cost of using AI for any task will be determined by the value of the other things the AI could be used for instead…
So…because of comparative advantage, it’s possible that many of the jobs that humans do today will continue to be done by humans indefinitely, no matter how much better AIs are at those jobs. And it’s possible that humans will continue to be well-compensated for doing those same jobs.
But how well would humans be paid for those jobs? If people don’t get paid enough to live a decent life, it’s still game over for humanity. “Living a decent life” basically requires some minimum share of natural resources. So as I explained in my post, the real danger isn’t that AI will render humans obsolete; the danger is that AI will render humans too expensive to sustain:
The example of horses scares a lot of people who think about AI and its impact on the labor market…Horses’ comparative advantage was in pulling things, and yet this wasn’t enough to save them from obsolescence…The reason is that horses competed with other forms of human-owned capital for scarce resources…The key resources that became scarce were urban land (for stables), as well as the human time and effort required to raise and care for horses in captivity. When motor vehicles appeared, these scarce resources were more profitably spent elsewhere, so people sent their horses to the glue factory.
When it comes to AI and humanity, the scarce resource they compete for is energy. Humans don’t require compute, but they do require energy, and energy is scarce. It’s possible that AI will grow so valuable that its owners bid up the price of energy astronomically — so high that humans can’t afford fuel, electricity, manufactured goods, or even food. At that point, humans would indeed be immiserated en masse.
Recall that comparative advantage prevails when there are producer-specific constraints. Compute is a constraint that’s specific to AI. Energy is not. If you can create more compute by simply putting more energy into the process, it could make economic sense to starve human beings in order to generate more and more AI.
In fact, things a little bit like this have happened before. Agribusiness uses most of the Colorado River’s water, sometimes creating water shortages for households in the area. The cultivation of cash crops is thought to have exacerbated a famine that killed millions in India in the late 1800s. In both cases, market forces allocated local resources to rich people far away, leaving less for the locals.
In fact, this was the real point of my post. The fundamental danger isn’t human obsolescence, it’s that humans will be outcompeted for scarce natural resources.
There are a couple of obvious ways to guard against that danger. The first is to redistribute the income from AI to human beings, so that humans can continue to afford all the resources they need in order to live and flourish. Another is to reserve sufficient natural resources for exclusively human use.
Data centers use a lot of natural resources, and people know it. Resource use consistently ranks at the top of why people try to ban data centers in their area:
Respondents [to Gallup] said they opposed data center construction because of water usage (18%), energy consumption (18%) and higher utility bills (15%)…More than a third [of respondents to Pew], 38%, said data centers were mostly bad for home energy costs.
Interestingly, water isn’t one of the resources AI competes with humans for — at least, not yet. As Andy Masley has explained at length, data centers don’t actually use much water at all:
The reason, of course, is that the water in data centers just gets recycled again and again. Data centers use water for cooling — the water runs through the data center, it absorbs heat and evaporates into steam, and then it dumps the heat outside and cools back into water again, and cycles through. Basically, data centers are just using that same water over and over again. Yes, a little bit evaporates away and has to be replaced, but only a little bit.
But the energy concern is very real! Data centers already account for more than 7% of U.S. electricity usage, and the percentage appears to be on an exponential growth path. Data center energy use is projected to surpass various household uses — air conditioning, lighting, refrigeration, etc. — in a matter of years:

1. Possibly AI-written pieces that have won literary awards.
2. HuggingFace co-founder on what happened, very good post.
3. What do private insurers want from a Hormuz agreement?
4. GPT Pro on burrito price worries.
6. Do people listen to female economists more?
7. North Korea might be growing at 3.5% (Bloomberg).
The post Saturday assorted links appeared first on Marginal REVOLUTION.
If everything is going to plan and your operating system is in dark mode, then randsinrepose.com is now dark for you. If you are a light mode person, you can click on the Moon in the upper right of the navigation and experience dark mode stylings. Click again to return.
Why now? Well, I was finishing the Blade Runner piece last week, and as I sat there figuring out the ending, dark mode popped back in my head. As I’m apt to do these days, I fired up the robots to investigate building dark mode.
We had a working version in about an hour. In three hours, I had a version I shared with friends for feedback, and by the evening the same day, dark mode was mostly done. It was most certainly not a “write one prompt and let the robots do their magic.” There were myriad design choices, there was CSS to untangle, caches needed busting, and there were bugs. Lots of them.
Half day. Voilà! Dark mode.
My plan wasn’t to say anything about dark mode except on the About page because dark mode is old news… like 2018 old news. When I launched the Alex King designed site in 2013, I’m sure someone asked for dark mode, but no one’s asked for it recently.
But, see… there’s a lot more going on besides dark mode.
An engineer putting a piece of work on their backlog is effectively deferring it to never. It’s important enough to write it down somewhere and document that it exists as a bug or a feature enhancement, but it’s not important enough to act.
Yes, sometimes we ambitiously carve out time to “burn down the backlog”, but do you know what we pick from that list? We pick the interesting work. Interesting to code or interesting because of the impact on the feature. Some kind of interesting briefly elevates this work to relevance. The boring backlog work? You couldn’t pay me.
I started working with the robots a year ago this month. Cautiously, experimentally. Like many, I expect, I started by building myself tools to perform actions. Write a script to watch NHL scores. Robots building scripts that I then run. This approach quickly felt inefficient because the robots were far more capable, so unless there was a need to run a script regularly via Cron or the like, I began having the robots fully act on the project.
Then, last October, I discovered a bunch of broken links that had been truncated by a Movable Type migration a dozen years ago. Nothing major — just untidy, but more important — boring work to both excavate and fix. You know who doesn’t care at all? The robots. In a few hours, I knew every single broken link (93 of them, in fact) and fixed them. Did this transform my traffic? No. Did this make Rands .0001% tidier? Yes. Did I feel like it was a proper investment of my time? You bet.
Fixing a hard-to-reproduce font-flash because of the typefaces I use, fixing long-standing minor-ish CSS issues on both desktop and mobile, figuring out why Safari and Firefox never got certain cached pages, analytics everywhere, stopping the site from silently blocking Readwise and other reader apps… this is a brief sample of the backlog items I would have never ever tackled by myself. Starting this year and having found my robot-footing, backlog work turned into feature work. A new footer, rotating promo card, tidying up the comments area, a significantly updated glossary, and now dark mode.
Yes, I am on the Pro Leisure Circuit, so I have lots of time, but if there were no robots, there is no way I’d be spending my precious time working on the backlog. Boring.
Do not ask me about the robots in person. Don’t. Last night, an academic friend of my parents gently asked me how I was using the robots with the new book. I warned her, “Do you want the short answer or the foaming at the mouth answer?” She selected the latter. She may have regretted her choice at the end of my 90-minute TED talk on how the robots literally give you superpowers.
Those superpowers are varied and include the ability to:
To do the boring work that you were never going to do anyway.
Welcome to Dark Mode.

Update Aug. 8, 2:31 p.m. EDT (1831 UTC): SpaceX confirms deployment of the 24 satellites.
SpaceX’s West Coast surge in Starlink launches continued Saturday with another batch of satellites for its internet service set to go into orbit atop a Falcon 9 rocket.
Liftoff of the Starlink 17-38 mission from Vandenberg Space Force Base in California happened at 9:35 a.m. PDT (12:35 p.m. EDT / 1635 UTC). It was SpaceX’s 50th launch from the West Coast this year as it ramps up launches there while the flight rate from the East Coast has fallen as the company focuses on ramping up Starship preparations.
SpaceX assigned first stage booster B1093 to this mission. It joined the Falcon 9 fleet in April 2025 and has flown 15 previous missions: SDA-T1TL-B and SDA-T1TL-C for the Space Development Agency, the Transporter-16 rideshare mission and 12 Starlink deliveries.
The booster took a south-south-westerly trajectory after departing Space Launch Complex 4E. It landed on the drone ship ‘Of Course I Still Love you’ in Pacific Ocean about eight minutes, 19 seconds after liftoff.
The 24 Starlink satellites stacked atop the second stage of the Falcon 9 were deployed just over an hour into flight. It was the 71st operational Starlink delivery mission of the year.
Nice video of the Arctic bobtail squid.
As usual, you can also use this squid post to talk about the security stories in the news that I haven’t covered.
Me, I try to get into the mindset of playing live music, not recording a studio album. Except when I’m writing a piece where I really want it to be an album. Those aren’t rare, per se, but they’re occasional. If I tried to make every post a hall-of-famer I’d never get anything out.
I’m aiming for professionalism. I’m performing live in front of an audience — not just jamming in my garage or bedroom, fucking around. So I’m careful and concentrate. I want to hit every note, in time. But at my best I’m moving from song to song.
— John Gruber, responding to my blogging tips
Tags: john-gruber, blogging
OpenAI gave a last-minute presentation at the Black Hat security on Wednesday about "the Hugging Face Incident" (previously on this blog). The video was published yesterday. It's short and information dense and well worth watching, in particular because it provides full details of what happened and how things played out inside OpenAI. I've used the video to construct the timeline below.
Here's the timeline. My favourite detail is at the end: OpenAI found out that they were responsible for the attack on Hugging Face when they reached out to ask to have their credentials revoked (after their internal investigation) and learned that they had been revoked already since they were used in that attack!
I'll quote the next bit in full because wow:
The agents have remote code execution in Artifactory, which is running in a container-as-a-service environment. The agents privilege-escalate locally by exploring their local environment and determining that the Linux kernel version of the machine they are running on had a very recent CVE. They download the exploit for the CVE, customize it to succeed on the machine, and privilege-escalate to root on the local machine using this known Linux kernel privilege escalation CVE — in this case,
pte_physroot. Once they have root on a single machine, agents rapidly escalate privileges and move laterally throughout the container-as-a-service infrastructure environment. In particular, agents are using the message board consistently to share credentials, techniques, and progress, and they're able to effectively leverage their concurrency and parallelism to move quite rapidly. They obtain IAM credentials via IMDS. They exploit Kubernetes service account misconfigurations, in particular over-permissioning of specific service accounts, and they harvest cluster credentials, including Azure Key Vault. Agents eventually obtain cluster admin on the cluster and associated credentials.
Hugging Face told the next bit of the story already. The agents found a Modal-hosted insecure app with a weak API key, then used that to stage an attack against Hugging Face. They chained together a an HDF5 arbitrary-file-read bug (to explore files and steal credentials) and a Jinja template-injection RCE to go from single-pod code execution to cluster admin across multiple Hugging Face clusters in under 13 hours.
Tags: security, ai, openai, generative-ai, llms, hugging-face, ai-security-research, openai-hugging-face-incident, accidental-cyberattacks
Moonlight & Mayhem (Raccoon Heist by Codex + GPT-5.6 Sol Ultra)
On Wednesday I wrote about One-shotting a Raccoon Heist game using Claude Fable 5, where I had Claude Fable 5 build a full working game from a premise I generated with GPT-3 and DALL-E four years ago.I decided to pose the exact same prompt to Codex Desktop running GPT-5.6 Sol Ultra - the mode where Sol makes aggressive use of sub-agents - to see how it would do.
It produced a much better game! Here's Moonlight & Mayhem - GitHub repository here, including the textures and prompts it generated using gpt-image-2.
The original GPT-3 generated game description included:
In “Raccoon Heist”, you and your team of thieving raccoons are tasked with pulling off a series of daring heists. From robbing banks to stealing priceless art, no job is too big or too small for your furry crew.
Fable's version had you as a single raccoon running around a back yard collecting coins and fish. GPT-5.6 Sol has you in a museum, rescuing your two other raccoon crewmates in order to stack on top of each other and bust the golden sardine out of its case.
Much more heisty!
There was one catch though: the version produced from the one-shot prompt had a bug where each raccoon had an eyeball that was enlarged to the size of a giant sphere floating over their head!

You can play that version here.
Despite reviewing screenshots during development Codex failed to spot and correct this bug.
I fixed it by prompting:
Why do the raccoons have huge black spheres on them?
And then:
Fix it
Which resulted in this fix.
I shared the full Codex transcript in the repository - I wish Claude Code had the same "copy as Markdown" feature.
Codex spent 52 minutes on the project. Here's the AgentsView cost estimate for that session if I had been paying full API prices as opposed to using my monthly Codex subscription:
Tags: game-design, ai, openai, generative-ai, llms, coding-agents, codex, gpt
The Tokenpocalypse Is Here: Companies Are Scrambling To Stop Spending So Much on AI
There's a fun anecdote from Accenture (apparently via leaked meeting audio recordings) in this 404 Media piece from June 24th:“We’re seeing from some of the data internally at least that it’s actually not our engineers that are driving the token consumption. It’s a lot of the non-engineers that are doing some of those behaviors [...] you were talking about,” Justice Kwak, Accenture’s agentic AI strategy lead, said [...]
Stuart Henderson, Accenture’s client group lead, interrupts. He jokes he hopes Kwak didn’t just convert a PDF into images and then into markdown files. “I’m learning that’s one of the big token chewers,” Henderson says. “Turning PDFs into markdown: is that right?”
That’s when Kwak says that’s what Accenture’s own data shows.
Maybe if Accenture figure out that PDFs are a terrible medium for communicating information they'll be able to push that message out to the rest of the business world too!
. . .
TRANSCRIPT:
Paul Krugman in Conversation with G. Elliott Morris
(recorded 8/6/26)
Paul Krugman: I am returning for another of multiple conversations with G. Elliott Morris, whom I find the most informative polling and political data analyst out there. And for a couple of reasons: We just had the primary in Michigan, we have a lot of numbers, and the Strength in Numbers midterm model is up. So we have our first reads on best estimates of what’s going to happen. So there’s a lot I’d like to talk about.
G. Elliott Morris: Hey, Paul. Yeah, let’s get real wonky on the forecasting. Good to be back.
Krugman: Yeah, let’s start with the model. You have a first forecast, which is pretty encouraging for Democrats. But why don’t we talk about what the forecast says and then what might be issues to raise around it?
Morris: Sure. The forecast, which people can find at fiftyplusone.news—which is sort of a sister publication to Strength in Numbers that I run with a couple of friends—is just a team effort, so we kind of have a different play sport than just a solo podcast. That forecast, as of recording (Thursday afternoon), says the Democrats have an 87 out of 100 chance to win control of the House. They need 218 seats; they have 215 right now, so it’s a pretty easy get. I can explain why. And that the Democrats have a 54 out of 100 chance to win control of the Senate. So pure toss-up territory there for the Senate. There, they need to win 51 seats; they currently have 47.
Krugman: Now this is, of course, a map on the House that includes the extreme gerrymandering, all of the attempts to tilt it. And so you’re saying that despite that, the Democrats don’t have a lock, obviously. But I assume that without the gerrymandering, it would be even higher gains on the House.
Morris: Yeah. I mean, without the gerrymandering, I would take close to 95 or 96% odds for them to take it. Our best guess is that the gerrymandering cost Democrats 5 or 6 seats in the House. So that combines a pretty good amount of gerrymandering in Texas—that cost them probably three seats there—and then 3 to 4 seats across the other Southern states. Tennessee is one; Louisiana, 1 or 2; Alabama, probably one there. Florida as well—a pretty big hit in Florida. And then, of course, it takes into account some gerrymandering back in the Democrats’ favor in California, and one lucky seat that they got a lucky break with in Utah with some court-mandated redistricting there. Democrats will take a seat from Utah for sure. So, yeah, I think that they’ll get 231 seats on average today, but that number should be close to 237 without the mid-decade cheating.
Krugman: You’d said that they needed something like a four percentage point advantage in the popular vote.
Morris: Yeah, we’ll be writing more about that. I think the number in the forecast now is close to three and a half. It’s a little more optimistic taking into account stuff like how candidate recruitment was really good for Democrats in some places. Their polling numbers and fundraising are looking really good in those competitive districts. So, you know, if the historical patterns are correct, Democrats gain some ground in the generic ballot, and the predictors are as reliable as they typically are in midterms, then it should be a pretty easy victory for them. We would predict a pretty easy, big House majority for them with 230 seats.
Krugman: But just to talk about the Senate—so that’s a much heavier lift, right? I think I know why, but why don’t you give me your version of what it’s about?
Morris: Yeah, well, in the Senate, Democrats currently control 47 seats. They need 51, so they have to find four seats to flip somewhere. The Democrats are very favored to win the seat in North Carolina. Former Governor Roy Cooper is running—a Democrat. He’s running against current Republican National Committee chair Michael Wheatley. And Roy Cooper is just kind of one of those politicians who has a good connection with his state and kind of can outperform those fundamental indicators in the state. So the typical voting pattern of the state is what I really mean there. So they will very likely win that seat—maybe an 85% chance we gave them.
So they need three more. And Democrats are also defending a seat in Michigan, just for whatever that’s worth. So the other three seats the Democrats could get are Maine, Texas, Alaska, and Ohio. All four of those seats are toss-ups, leaning Democrat in Maine, although we lack a lot of data in Maine with the new nominee, the new Democrat nominee. So that’s really the territory. You could argue maybe Iowa looks potentially competitive based on early data, but it’s kind of thin. Georgia Democrats are looking to upset the incumbent Democrat, Jon Ossoff, but I don’t think they really stand a chance there.
Krugman: Yeah. And the thing about the Senate, there’s two things about it structurally, right? First of all, only a third of the seats are up this year, so Democrats have to win a large percentage of the seats that are actually on the table—where they’re actually holding elections this year.
Morris: Right.
Krugman: And then the Senate gives Wyoming—whose population is basically the equivalent of a neighborhood in Brooklyn—and California the same number of senators. And that kind of works in Republicans’ favor, right?
Morris: I mean, if you count them up, there are 6 or 7 competitive seats from the Republican side that Republicans currently hold. And as I mentioned, Democrats need to win four of those. So you’re looking at two-thirds or so of the competitive seats Democrats have to get to pick up the majority if they defend that seat in Michigan—which is not a certainty. I do think the polls are perhaps undercounting, underestimating the Democrats there, but I wouldn’t put money on that. That’s just kind of a hunch based on the polls and other seats.
Krugman: Okay. But let’s talk about Michigan. So we had this extremely contentious primary. And, you know, Charlie Cook shows up in my feed saying Democratic chances of taking the Senate have just evaporated. And then I read you saying that it really doesn’t make a difference or not much of a difference that El-Sayed won. So let’s talk about this. There are interesting methodological differences.
Morris: I guess the great Charlie Cook would have said that, yeah.
Look, I think there’s a real lack of epistemic humility when it comes to Abdul El-Sayed’s chance of winning Michigan. There is a lot of conventional wisdom out there that, you know, let’s just say it: like a Muslim candidate cannot win the US Senate in Michigan, that Medicare for All and other progressive positions are going to drag him down. And frankly, a lot of this punditry comes from those center-left Democrats who should be in favor of those candidates winning. And so there is a sort of shooting-yourself-in-the-foot dynamic there as well. But if you actually look at the polling—and I wrote about this on Strength in Numbers—if you look at those polls pitting Abdul El-Sayed, the current nominee, against Mike Rogers, the Republican nominee, and then you compare them to how Haley Stevens would have done in those same horse-race matchup polls, the difference between the two Democratic candidates, or potential Democratic candidates, is statistically indistinguishable from zero. It is, on average, zero. Maybe it’s as big as three in either candidate’s direction. But if you’re Charlie Cook saying Democrats’ chances just evaporated, you are leaning heavily on some other priors or other punditry in saying that and not really the data.
Krugman: So, there’s two aspects to this, one of which I take pretty strong statistical evidence from you and one of which is a kind of “don’t know,” but... One of them is saying El-Sayed is too far to the left, and you basically have said that that’s a dimension that exists in the minds of pundits, but not in the real world or not among voters.
Morris: Yeah, there’s a strategist fallacy here as well. There’s an over-indexing on the perception of Abdul El-Sayed as some radical-left DSA candidate. For the record, he’s not even a member of the Democratic Socialists of America who have been winning so many seats. And there’s a default backlash to the idea that, you know, a more left-than-moderate Democrat could win in Michigan. There’s no similar skepticism, however, about the probability of a far-right Republican winning Michigan—Donald Trump in this case, who just won it. So clearly, this over-indexing on ideology from the pundit class, the strategist class, has, I think, pretty little bearing on the actual electoral outcomes.
Krugman: Yeah. What I take a lot from you is that the idea of, “Well, Medicare for All, that’s kind of a left-wing policy, and people will be against it”—it’s not clear that the public even thinks about it as being a left-wing policy, or even that the public has a left-wing versus right-wing conception except sort of as a caricature vision. So...
Morris: Yeah. A public option for healthcare, if you want to say it that way, polls very well. The 60–65% universal healthcare idea and expanding Medicaid polls at 75–80%. People want more of a government role in health insurance. I just saw a lot of the interviews with younger people in Michigan as well. And, you know, anecdotes are anecdotes, but still, most of the accounts from these young people about why they supported Abdul El-Sayed were healthcare-related—that they wanted some guarantee of health insurance.
So I just think we all carry around a lot of biases in our heads about what’s possible politically. And that has changed a lot over the past decade with rising partisanship and a demand for change from Washington. Just one more statistic, and I’ll wrap up here: In our polling, 60% of people say that the political system needs major structural changes; to be torn down and rebuilt. That is similar to the DSA sentiment about how the economy’s not working, right? So you can imagine why the appeal would be there for the sort of anti-system candidates like Abdul El-Sayed.
Krugman: I’ve always been shocked by polling by the likes of KFF that shows very, very strong public support for Medicaid, very comparable to Medicare. And I’ve always wondered how much of that is because people may not know the difference.
Morris: I couldn’t tell you, but I think your instinct there is the right one. There is a lot of public support for government providing health insurance to people who need it. And then there’s a lot of definition about who needs it from the right, especially in campaigning against these benefits. I know you’ve written a lot about that.
Krugman: Yeah, but it’s interesting. I’d like to say “the public loves Medicaid,” but I’m not entirely sure that people don’t think it’s the same thing as Medicare or, you know, don’t know that one of them is means-tested. But the only thing that gives me pause is I just worry about the idea, “I would have no qualms at all if someone had El-Sayed’s exact same positions, but was named John Smith.”
Morris: Yeah.
Krugman: And no one seems to want to talk about how...
Morris: Yeah, they don’t want to talk about the Muhammad factor of it all. And that seems really relevant to our priors in American politics today. I mean, how many exact same articles were written about how Barack Obama was too far left to become president of the United States? And Barack Obama was not a far-left senator. It should be laughable in hindsight. If he wins and he wins by 5 or 6 points, I think maybe we’ll say a lot of this was all for naught. On the other hand, if he loses, people will point to his ethnicity and name as a reason, and as something Democrats should avoid in the future. I’m sure of that.
Krugman: Yeah. You know, Obama was, in fact, very centrist, very restrained. I sometimes worried that because of his name, he felt that he had to be and that he was too cautious on some of the policy stuff.
Morris: Well, I don’t know the guy.
Krugman: Well, I did, though not a lot. But there were some meetings with economists wanting him to take a harder line on Wall Street, and bankers telling him he mustn’t. And the bankers won all the arguments.
Morris: What else is new?
Krugman: But yeah. And so you actually said, basically, that Stevens vs. El-Sayed makes no difference at all to your probability of the Senate.
Morris: No. And that’s the other thing: If you are really splitting hairs about the probability of winning Michigan, then there is an on-average effect of Abdul El-Sayed winning. It’s on the order of 4 or 5 percentage points. So to spell that out, our current forecast, including Abdul El-Sayed, is for Democrats having a 64 or 65% chance of winning the seat in Michigan. Whereas if you replace the quantitative indicators for El-Sayed, such as the polls and some other factors, with those that you would have in a hypothetical election with Stevens, Stevens has a 69% chance of winning. So there is a five-point difference there.
If, however, what you care about is the chance of controlling the Senate, this is negligible; it is less than one percentage point. Democrats in our forecast have a 55% chance of winning the chamber today. They had a 55% chance of winning the chamber on Monday [before the primary]. And, frankly, according to the quantitative data that we have right now, it just doesn’t matter who that nominee is. But maybe that’ll change, right? Democrats have gotten in some trouble recently nominating candidates who have not been vetted before, not run for office. We don’t know what will happen in the future. But as of right now, it doesn’t seem to matter who that nominee is in Michigan.
Krugman: Okay. So the backdrop to all of this is the unpopularity of Trump and his policies. That’s what makes this a reality. I think that there’s been a noticeable further downleg in Trump’s approval. Is that right?
Morris: Yeah.
Krugman: Is that basically post-Iran, or is there more going on than that?
Morris: Well, the war in Iran definitely eroded support for Trump at the beginning, which I guess was March 1st of this year, where in our average, we had him at a 37% approval rating. Then over the next month, his approval rating fell to the low 36’s. And on the other side, his disapproval rating increased from 55–56% up to 60%. So there was some consolidation, especially in opposition to Trump among those sort of, you know, maybe Trump-skeptical or unsure voters. There has been further degradation since then. I mean, Donald Trump’s approval rating was almost in the 35s a couple of days ago, and his disapproval rating was approaching 62%. It’s since bounced around a little; there’s some noise in the polling data, so the average bounces around a little. But his approval rating is at an all-time low—net of something like -25 or -24.
But what we do is we compare Trump’s approval rating on the issues to whatever Donald Trump’s overall approval rating is on the day the issue surveys are released. And then as Trump’s overall approval rating changes, we predict what an issue approval rating would be given, you know, whatever his approval rating is on that day in the average. So what we’re actually doing is looking at the difference between his issue approval rating on something like prices and his overall rating, and then predicting that, until there’s new issue approval rating data. I mean, at this point, there is issue approval rating data like every couple of days; pollsters have started asking for it. Maybe it seems to get them a lot of attention to publish a really bad number on inflation, for example. So there’s plenty of data, at least on the big issues.
Krugman: Okay, but there’s a kind of ranking of issues which are really bad for Trump and issues which are—at this point, I guess there are none that are really good, but there are degrees of badness. I think anybody can look at your site or at fiftyplusone.news, but tell me what’s kind of worst and best, and what do we know about those.
Morris: Yeah, the “degrees of badness” is a fun way of putting it. You know, I was interviewed by WNYC a couple of hours ago so the numbers are fresh in my head. Trump’s approval rating is somewhere between what Richard Nixon’s was literally the week that he resigned the presidency in disgrace (around 32%) and George W. Bush’s in 2006, the middle of the Iraq War—I think just after the Abu Ghraib scandal—where he was around 38%. So Donald Trump’s ratings today, even with the amount of political polarization we have and the amount of partisan sorting that we’ve had over the past 20 years, has, you know, the approval rating of some of the darkest periods of American history in terms of the evaluations of the president. So it is very bad. I mean, despite what he wants to say on social media about having the best polls ever, he has an almost worst-ever approval rating for any point in a presidency.
Krugman: By the way, the political polarization thing is something not everybody will understand. I mean, what you’re saying is basically that when Richard Nixon was president, people could actually be persuaded—Republicans could actually be persuaded that a Republican president might be bad. And, well, we were thinking that we weren’t in that kind of world anymore. But you’re saying that despite that, we’re kind of getting into there?
Morris: Yeah. The approval rating and Gallup’s tracking for the out-party of the president—so the other party than the president’s party, in this case for Nixon, the Democrats—used to be able to get up as high as 50, 60%. The American voter was just more ideologically flexible and more willing to give credit to presidents of the other party, especially at the beginning of their term when there’s a so-called honeymoon effect for that president right when they start out. Comparatively today, you never see a poll with the out-party of the president approving more than 15%, even at the beginning. And now it’s closer to five. About 5% of Democrats say they approve of how Donald Trump is handling the presidency. I imagine a lot of that, by the way, is like measurement error in identifying who a Democrat is. So...
But the point is, that makes it really hard for a president to have high approval. The president has a higher floor and a much lower ceiling. So it’s really hard to persuade members of the other party to approve of them. Equally, their party members tend to approve of them pretty much regardless of what they do. So the fact that Trump’s approval rating is as low as it was for some of these really dark times in American history—for the presidency, at least—really says something about numbers that low.
Krugman: He started out pretty positive, despite all of this, with immigration, deportations, all of that. And that’s gone negative. Is that just part of the general decline, or is there something special going on with the deportations?
Morris: You know, it is impossible for me to say with the data that we have now whether or not someone would say they disapprove of Trump on immigration now purely because of immigration policy. So I don’t want to overstate the case here, but the fact of the matter is that Donald Trump and the Republican Party had, I think, a 15 percentage point lead on trust to handle immigration and deportations in the 2024 election. And now they’re even or underwater. So, you know, you might want to adjust in your head for the fact that this number is affecting the Republican Party as well; it’s not just Trump overall. It’s probably not just a factor, I would say, of Trump’s approval rating going down overall, because there’s been this other observed trend downward in trust for Republicans. I mean, you’ve been writing a lot about...
Krugman: Trump’s net negative, -25 or so on approval. And the generic ballot is a much narrower spread in favor of Democrats. And that’s from what?
Morris: It’s mostly Republicans who say they disapprove of Trump’s handling of the presidency—you know, his approval rating overall. But these people are still Republicans, right? Most of them call themselves Republicans and conservatives. The vast majority of those people who say that they will vote for Republicans on the generic ballot, but disapprove of Trump, voted for Trump in 2024. In a couple of columns I’ve called them “closet Republicans.” The fact of the matter is they’re really just Republicans; they may not even be closeted. They say they’ll vote for Republicans again. So we can’t expect every person who disapproves of the president to change how they would vote in a congressional election.
Krugman: It was true for Biden and Democrats, too, in 2022.
Morris: That’s right.
Krugman: Actually, the Democrats did kind of okay in the 2022 midterms.
Morris: Right.
Krugman: Or better than you might have expected, given how unpopular Biden was.
Morris: Yes, yeah.
Krugman: Someone—and I think it’s YouGov—actually breaks Republicans into MAGA and non-MAGA. It’s pretty striking. Basically, the non-MAGA Republicans, which might be something like the group you’re talking about, are in many ways a lot closer in views to independents and Democrats.
Morris: Well, since you’ve mentioned this: In their most recent poll release, either this week or last week, actually, they’ve broken down Trump’s approval rating among Republicans who call themselves MAGA—if you ask them, “Do you identify with the MAGA movement?” I think that’s the wording of the question—and those who don’t. And Trump’s approval rating among non-MAGA Republicans has really degraded. I mean, that is probably responsible for much of, if not most of his degradation in his overall approval rating. But if you look at Trump’s approval rating among non-MAGA Republicans at the beginning of his term, it is almost identical to his approval rating among Republicans who call themselves MAGA. Now today it’s underwater by, I think, 5 or 10 percentage points. So he’s just really lost a lot of ground among that group who doesn’t identify with his movement.
Krugman: You had a map that really caught my eye, and I’m planning to do a little statistics on it myself, where again, this kind of synthetic approach where you try to produce an estimate of what net approval is on deportations—I think it was specifically deportations by state. How is that done? How do you do that?
Morris: In brief, these maps of opinion—so statewide approval rating for this case of deportations—is generated with a statistical model that is called multilevel regression and post-stratification. What we do is we take our national polling data—in this case, ours is Strength in Numbers and my polling partner’s site. And this national polling data is 20,000 people or so. And we look at their demographic characteristics and who they voted for in the last election. And then we predict how every person in a given state—so let’s just say, like Texas—would answer our survey if we had interviewed them instead. And we know the demographic characteristics of Texas from the Census, and we know the political characteristics of Texas by past voting behavior from the last election. So we know that these estimates are rooted in demography and politics. We just balance by congressional district as well, not just at the state level. We actually get a little fancier than that; like, we have local-level knowledge about where these people live and what the political characteristics are in their state. But [talking about] that would be getting pretty weedsy.
Krugman: But if you look at the map, the places where there is still positive approval on deportations is what I think of as—I’m patenting this—”the ICE belt,” which is sort of from Louisiana through West Virginia. If you know anything about the geography of immigration in the United States, these all happen to be places where there are very few immigrants.
But I guess the way you construct it, you aren’t actually directly asking people their views on deportation, so I’m not sure this actually provides an independent check on the hypothesis that people are really hostile to immigration if they’ve never seen an immigrant.
Morris: I will provide you some studies. I was at Pew Research Center in 2017, and someone there was publishing an analysis of whether or not, controlling for all their demographic and political factors, you were more pro-immigrant if you had been around immigrants more. And in this case, they were actually looking at support for building the border wall. And they found that proximity to the border wall actually decreased your support of the border wall. The most pro-border-wall states were Montana, Idaho, North Dakota, South Dakota—the states furthest away from the US–Mexico border. So that might provide some suggestive evidence for you, Paul.
Krugman: Yeah, because I realized I actually can’t use your data for this, but okay, that would be helpful. I mean, I have my two favorite kinds of email that I do get. One of them is from people, typically actually in the Southwest, not too far from the border, who are very anti-immigration. And I get letters saying, “How would you feel if New York City was full of immigrants?”
Morris: Have they been to New York City?
Krugman: I guess a surprising number of people have not. But the other one is—and this is a little more esoteric, but—”How would you feel if lots of professorship jobs were going to immigrants?” And if you ever looked at the listing of a well-known economics department...
Morris: ...and definitely don’t look at the computer science department of your local public university.
Krugman: Yeah. So it is kind of a funny thing. But I’d like to believe that the familiarity makes you see immigrants as people, but that may be a little too romantic.
Morris: Yeah, might be a little too optimistic, Paul.
Krugman: Okay. What everybody is wondering about is: If the midterms were held today, we can be reasonably sure that Democrats would take the House. Then the Senate is a much harder climb and also more quirky. How much can things change, or how much do the things that we know might change affect it? Historically, how locked in are midterms by this point? I actually don’t know the answer to that.
Morris: I’ll have to do a blog post on that one, because I don’t know the answer to the question in terms of, like, how often does the party that’s ahead end up losing in terms of binary? But the reason that we do these forecasts, at least at Fifty Plus One, is to really contextualize the polls and, along with that, the other information we have about the election. So those fundamental indicators—by which I mean, like, the way a state typically votes and whether or not an incumbent is running—contextualize the expert race ratings from the race raters, people like Cook Political Report and Sabato’s Crystal Ball. And the forecast probability on our website takes into account the usual amount of change in the election, or rather, the upper bounds of historical change in the election. That is what our confidence interval, our uncertainty, is for. I mean, the whole reason we really do it is to measure uncertainty in the polls and the other indicators today to see what could happen if they change or are wrong by the amount that the polls have typically changed or been wrong by.
Krugman: Right. So when you say 87%, that’s not 87% Democratic control of the House if the election were held today, right?
Morris: Right. But it does also include that sort of normal further movement against the party holding the White House, but also the uncertainty of events. Our forecast, which is different from some other forecasts out there that you might see, projects the amount of change that there typically is in the generic ballot. So the advantage that the Democrats in this case would get over the course of the election—usually the party out of power gains about a point to two points in the polls between now and November. And that makes a big difference in your estimated probability that in this case the Democrats would win the House and the position that they would have in the Senate by the time November comes around. But that’s just the right way to do it.
There is a chart on our methodology page that shows the trend of the generic ballot over the course of the election year for every midterm going back to 2006. And it is quite stark: at about the 60-day-out mark—so Labor Day—there has always been a 1 to 2 percentage point increase in the polls. Again, patterns break down over time, but that is a pretty safe bet that as people tune into the election, they come to the conclusion that the party that is in charge of the White House does not deserve to be in control of the House. And that’s just typically what has happened.
Krugman: Okay. And my specific concern—you know, people have no idea which party I want to see win! But anyway, my specific concern here is, okay, it’s possible that essentially the US has surrendered and that the Strait of Hormuz will reopen on Iran’s terms and that gasoline prices will come down and all of that. And the question is whether that can really make a big difference in the time remaining before the midterms.
Morris: Well, it would take some amount of time for oil to be shipped back to America if there were refining capacity left.
Krugman: That’s my alley, so I’ve definitely done that one. But, you know, imagine that somehow gas prices were to tumble by $0.50 over the next two months, something like that—which is certainly in the realm of possibility, though might not be the most likely forecast. How much difference could that make to the election?
Morris: Yeah, I wrote about this last Friday. If you game out a return to $3-a-gallon national gas, it looks like that’s worth about ten points in Trump’s net approval on prices, and about a point, maybe two points if you’re really stretching it, in his overall approval rating. And that forecast is based on the change in gas prices that we witnessed through much of June and the change in approval rating that Trump saw in June. He did get a bit of a bounce back in June as the price of gas receded. He did not go all the way back to where he was when gas was whatever price it was at the end of June—I’m just not remembering the exact price of gas at the end of June. Forgive me, forgive me.
Krugman: No, that’s all right. Now I’ll ask you what a gallon of milk costs and we’ll rule the U.S. forever on $1.99, I think.
Morris: Okay, there we go.
Krugman: No, but we’ve had a back and forth—both face-to-face and in sort of interacting blog posts—about public views on the economy generally and what it takes. And I look a little bit at the Biden years, obviously. We had $5 gas for a little while there in 2022, and then the price of gas came way down. Inflation came way down by late 2023. You could have said, “Well, this looks like an okay situation on inflation and gas prices.” But Biden’s approval on the economy never really recovered. And that’s what suggests really long lags here, right?
Morris: Yeah, I think that was the second chart of my blog post from last Friday as well. If you look at how Joe Biden’s approval rating went up by ten points from -20 to -10 from peak inflation, which was I think July 2022, through the next spring in 2023. And then it of course went back down and he had—yeah, he effectively resigned the presidency, right?
Krugman: Yeah, I mean, I think that in some sense the narrative is probably baked in already. People think of Trump as somebody who drove up their cost of living.
Morris: Yeah. You wouldn’t bet that a president would get credit for inflation easing, whether or not it would be CPI or gas prices. Even if I’m oversimplifying our interlocking blog post chains… But what people seem to be reacting to is the pain. And then they remember the pain, even if prices stopped going up by as much as they were going up or indeed go back down. That creates a negative impression in the public’s mind of the person in charge of preventing the bad stuff from happening in the first place.
Krugman: I think you haven’t exactly said this will be a wave election, but you said it sure looks like a wave election. What do you mean by that?
Morris: You can make the title of this podcast, “G. Elliott Morris Says It’s a Wave Election,” and I will back that up statistically.
Krugman: Okay.
You know, we rerun our forecast historically in a backtesting where our forecast predicts, in this case 2018, using only the data that was available to it through the previous election cycle—so 2016—to gauge how our model would have reacted historically on out-of-sample data, the way that it’s reacting or the way it should be reacting this year. When we do that, we predict at this point in the election that Democrats would have had around a 70-75% chance to take the House and no chance to take the Senate in 2018. The map was too far tilted against them back then. Democrats ended up losing, I believe, two seats in the Senate in 2018. Comparatively, we think Democrats have about an 85 to 87% chance of taking the House, and they could very well win back the Senate. So I think that qualifies as a big blue wave, really.
Krugman: Okay, but there’s a world of difference between taking and not taking the Senate.
Morris: Well, and you know, one thing we don’t take into account, to be fair, is Pennsylvania Senator Fetterman changing his party identity—something like that. A sort of real black swan moment without any historical precedents. We just kind of have to caveat that one away; we can’t assign a statistical probability to that. Although, hey, that’s a good blog post idea! Let me see what the forecast would be if you assign a 50% chance to Fetterman changing his party ID if Democrats win. We can run that math.
Krugman: Yeah, again, although that’s something where the difference between 51 and 52 Democratic senators is, you know—sorry, but my own nerdishness says that’s an endogenous variable there.
Morris: Yeah, right. And there’s some weird game theory whether or not he would change his party ID if it meant deciding control of the Senate, right? Perhaps he would be much less likely to do that. He does still mostly vote on Democratic bills, even though he doesn’t necessarily vote against Republican nominees. For example, sometimes he blocks very important cloture motions. But for the most part, he does vote against Donald Trump, I think 90, 95% of the time.
Krugman: Okay, that’s something I didn’t know. That’s interesting, yeah.
Morris: They don’t want to lose a Democratic senator, even if he goes on Fox News every day and creates bad headlines.
Krugman: Okay. There’s a bunch more that I could ask. But actually, just one last thing—I thought that was the last question, but just coming back to Michigan: There was an awful lot of money... the campaign financing was very heavily weighted against El-Sayed, which seems to have made no real difference, right? Is that telling us something about this year? I mean, should we not be worried at all about Elon Musk and Ken Griffin?
Morris: I hate to be the bearer of bad news to you on this front. Money does really seem to matter. At least in primary elections, it really seems to matter, because in primary elections, we as voters don’t have as many partisan or ideological heuristics to fall back on. All right, Haley Stevens and Abdul El-Sayed are both liberal Democrats. Maybe one is more moderate than the other, but you don’t have a conservative running in that race for you to use your ideological identity as a proxy. So money and exposure to advertisements—and especially negative advertisements against the other candidate—can really have an impact.
And I would hazard the guess that the—whatever it was—$55 million spent on Haley Stevens’ campaign, especially in the last week or last two weeks of the campaign, may have even been a reason that the polls so dramatically underestimated her, because they were old by the time the election came around. It costs a couple hundred dollars to change a vote in a Senate election, essentially. So Elon Musk is spending $150 million out there—you can do the math on that. If he’s changing a couple hundred thousand votes in the right places that could really matter if there’s no countervailing spending. Now, in a general election, people have their partisan identities to fall back on, and money is less important. But unfortunately, billionaires spending hundreds of millions of dollars on campaigns does seem to matter, and that’s a problem that the Supreme Court has declined to deal with.
Krugman: All right. So I guess our bottom line is Democrats heavily favored to take the House, Senate in play, and we should still be afraid of billionaires.
Morris: Yeah. Democrats favored to take the House. Elon Musk might be kingmaker via his ad spending.
Krugman: Oh dear. Well, could be worse, but all right. Good to know. And thanks for keeping us up to date.
Not so hot
This morning’s employment report was a downside surprise, so I thought I would post a quick note about what the data are telling us.
The surprise fall in employment — 23,000 jobs lost, when the consensus forecast was for around 80,000 gained — made headlines. As always, it’s important to realize that monthly jobs numbers are noisy, so you shouldn’t overreact to one report. However, this report also revised data for several earlier months down, so the broader picture of job growth in Trump’s “golden age” is significantly worse than it seemed.
Now, very low job growth — around 26,000 a month over the past year — doesn’t mean the same thing it would have a few years ago. Why? Because anti-immigrant policies have drastically slowed the growth of the pool of potential workers. We used to need more than 100,000 jobs a month to keep up with the growing work force and keep unemployment level. At this point we can have low job creation without a major rise in unemployment.
On the other hand, the fact that job growth has slowed so sharply puts the lie to claims that anti-immigration policies would free up jobs for the native-born. To a first approximation, U.S. losses of immigrant workers have been matched 1 for 1 by a fall in total employment relative to trend, with no improvement at all in native-born opportunities.
And several indicators suggest that the labor market has in fact weakened, although not as drastically as the employment number might suggest. Wage growth keeps falling, suggesting weak worker bargaining power:
And there’s a private-sector measure I find informative, the Conference Board’s “labor market differential” — the difference between the percentage of workers saying that jobs are “plentiful” and those saying that they are “hard to get.” This number is normally positive — we are a nation of optimists — but has fallen a lot, indicating that people actually out there in the labor market feel that it’s weak:
Source: Haver Analytics
Trump keeps insisting that the U.S. economy is “the hottest it has ever been.” But American workers aren’t feeling it — and neither are the hard data.
I was interviewed about Moral Economics by the comedian Paul Ollinger on his podcast Reasonably Happy.
Here's a link to the audio recording, which I can hear quite clearly.
And here's a link to the video, which I can see clearly enough, but can't manage to turn on the audio, but maybe you can. (It's not a stirring video, I'm at home on zoom and he's in a studio...)
He began "Lets start with the most important question in the field: is it pronounced "EKonomics or EEKonomics"?
And here's his rundown of what's on:
"This week, I sit down with Dr. Alvin Roth, Nobel Prize-winning economist, Stanford professor, and author of Moral Economics: From Prostitution to Organ Sales, What Controversial Transactions Reveal About How Markets Work. Al lays out why so-called repugnant markets like kidney sales, prostitution, horse meat aren't moral failures so much as trade-offs we refuse to name, and argues we should judge controversial markets by their real-world consequences instead of instinct alone. We cover why it's easier to buy heroin than hire a hitman, Iran's legal kidney market versus America's black market, the actual winners and losers of rent control in New York, why I can't buy a horse meat hamburger in California, and what a real accounting of scarcity and trade-offs actually looks like.
Timestamps:
* 00:00:00 Trailer
* 00:01:07 Intro
* 00:03:48 What market design actually means
* 00:06:57 Markets are better at producing efficiency than equality
* 00:10:08 What makes a transaction “repugnant”
* 00:11:45 Same-sex marriage as the textbook repugnant transaction
* 00:15:45 Why it’s easy to buy drugs but nearly impossible to hire a hitman
* 00:17:32 Iran’s legal kidney market and America’s black-market problem
* 00:22:10 The case against price-gouging bans, from Sydney to snow shovels
* 00:27:07 The real winners and losers of rent control
* 00:28:12 California’s ban on horse meat, and the loophole New York doesn’t have
* 00:35:59 How a PhD in operations research became a career in game theory
* 00:37:02 The 3 a.m. phone call that announced his Nobel Prize
* 00:40:40 The kidney transplant shortage and what it will take to fix it
* 00:41:51 Outro
That is the new book by Peter Gray, and it is very much a whole philosophy of child-rearing and also antidote to the current panic over social media. Excerpt:
In preparation for this chapter, I spent weeks poring over the research literature pretaining to smartphones, social media, and teen mental health. It is clear to me that there is something close to a consensus among scientists most immersed in this research, which includes the following three conclusions: (1) Extensive research refutes the theory that effects of smartphones and social media account for a meaningful portion of the decline in teen mental health in the years following 2010. (2) Smartphones and social media can have both beneficial and harmful effects on teens’ mental health, which tend to cancel out when averaging. (3) Future research should focus on understanding better the ways teens use these tools and how to help them maximize the benefits and minimize the harm.
Note that teen suffering also hit a peak around 1990 by many measures, yet that cannot have been caused by phones or social media. And European teen suicide rates were falling just as those in the United States were rising. This evidence is considered in further detail of course.
Recommended, it is both easy to read and substantive.
The post *Restoring Childhood: How to Set Kids Free in the Age of Anxiety* appeared first on Marginal REVOLUTION.
1. Mike Jay, Wireheads: An Unnatural History of Technology in the Brain. Much of this story is told through the lens of the accompanying science fiction and non-neuro trends in other parts of science. An excellent book, substantive on every page, and it will make you want to read some of the works he cites.
2. Vasily Grossman, From the Front Line, Stalingrad-Treblinka-Berlin 1941-1945. Self-recommending, the best third of this volume is just stunningly good. You do not have to read the whole thing, as there is some degree of repetition.
3. Forough Farrokhzad, Let Us Believe in the Beginning of the Cold Season. She died in a car crash in 1967 at the age of thirty-three, but it turns out she was an amazing poet. I usually do not enjoy poetry in translation, but this is so fiery and full of passion that I am happy to recommend it. Surely in the original Farsi it is better (and quite different?) yet.
4. André Breton, Nadja. It is short, and fun enough to read. But one learns most books from the past are not masterpieces, and that surrealism as a movement — most of all in painting — was more important than the literary outputs of surrealism. Nadja, to me, sounds like a drag. Which is fine. But. What does Breton really think he is immortalizing here? At the end he writes “Beauty will be CONVULSIVE or not at all.” I do appreciate Breton for his understanding of Mexico, and for his cultivation of Haitian art.
5. Emma Southon, Servus: How Slavery Made the Roman Empire. A very good and aggressively readable book about how terrible slavery was in the Roman Empire. A useful corrective to other sources as well. While my general view is that interpretative disputes over antiquity are difficult to resolve, I find her interpretations more intuitive and more convincing than the other side of the debate.
The post What I’ve been reading appeared first on Marginal REVOLUTION.
Steven Levy, writing for Wired:
Today it’s official: After almost 27 years, Dean is leaving Google, along with Ghemawat and two other top-tier AI scientists, to found a company called Discovery Loop.
Even though Google will take a stake in the new company, it’s a devastating blow to the search giant as it attempts to keep pace in the frantic AI model competition. It’s bad enough that Dean and Ghemawat, who were among the company’s first hires, are leaving — that’s like Mick Jagger and Keith Richards ditching the Rolling Stones to start a new band. Worse, the other cofounders are also supernovas in the AI firmament: Oriol Vinyals, VP of research at DeepMind and a technical lead for Gemini, and Quoc Le, a cofounder of Google Brain and the key scientist behind Google’s AutoML-Zero, a project that uses machine learning algorithms to autonomously build AI products.
In an interview I did with the cofounders just before launch, Dean tells me the idea came up only a few weeks ago. He was quickly joined by the other three, who are not only long-time colleagues but friends who vacation together. “We were working on different things, but we were all starting to see the possibility of AI being able to automate scientific and engineering loops,” he says.
I think the Jagger/Richards analogy is strained, to say the least, but the tectonic plates have shifted this week over in Googleland. This might be to Google what io is to Apple — something that ought to have happened within rather than requiring departures of legendary talent.
Terry Godier, “Browsers Have Standards, the App Store Has Judgment”:
A while ago I tried to submit an iOS app for Dark Hours, my astronomy website for normal people. It was rejected on the grounds that it was astrology.
It has no tarot function, no horoscopes, and nothing that I, or anyone else I’ve asked, would associate with astrology.
I penned a nice little rant two years ago expressing my fury over the way that kooks promoting astrology often try to insinuate that their voodoo pseudoscience is even vaguely related to the hard science of astronomy. And it really is an unfortunate fluke of the English language that two subjects with a contentious relationship are differentiated as words by two letters. Even if you know the difference between the two, and care, if you’re reading quickly your eyes might conflate one word with the other.
But if you actually look at Godier’s Dark Hours, for even just a few seconds, it is instantly obvious that it pertains to the science of astronomy and has absolutely nothing — zero, zilch, nada — to do with astrology. So even if Apple’s App Store reviewer misread the submission’s description, and wrongly assumed it was yet another quack astrology app, if they launched it and spent just a few seconds poking around, they should have instantly recognized their incorrect assumption. But that’s not what happened. They rejected the app on the utterly incorrect grounds that it pertained to astrology. If this was an honest mistake from a reasonable judicial board, you’d expect the interaction with Godier, the developer, to have gone something like this:
App Review: REJECTED: Astrology.
Developer: No, it’s astroNoMy not astroLoGy.
App Review: Oh, sorry! Carry on, APPROVED.
But that’s not what happened at all. Godier proceeded through a series of escalations up to the App Review Board and the Review Board responded that they determined the original rejection was valid because, I shit you not, “We understand that the app includes a live tarot reading feature.” Which isn’t even about astrology. It’s straight out of Kafka.
Dark Hours is not just merely unrelated to astrology (let alone tarot-card reading). It’s actually exquisitely well-designed and painstakingly crafted. It’s exactly the sort of app that the App Store ought to celebrate and highlight. It doesn’t just belong in the category of astronomy apps in the App Store, it will raise the quality bar for astronomy apps in the App Store. iOS-exclusive, native Liquid Glass UI, smooth scrolling, beautiful typography and layout, and way more useful as a native mobile app than as a website. Go check out the website and I’m sure you’ll agree that it’s the sort of thing that would be even cooler as an app. But it is an app, and the app is better and more useful than the website version, and Godier has fought to get it approved. But Apple’s App Review Board said no, on fallacious easily-refuted grounds. This isn’t just contrary to the benefit of developers, like Godier. It’s obviously contrary to the benefit of Apple itself, which should not just accept an app like Dark Hours, but celebrate it as an exemplar of the platform.
Mistakes happen. But in a functioning system mistakes get corrected, and mistakes as obvious as this one get corrected almost instantly and include a quick apology for the conflation. The App Store is not a functioning system.
Meghan Bobrowsky and Erin Mulvaney, reporting for The Wall Street Journal (gift link):
A New Mexico judge ordered Meta Platforms to pay more than $900 million and limit the time young people in the state can spend on its apps, significantly increasing the cost of the landmark child safety verdict against the Facebook and Instagram parent.
The judge said Thursday that Meta must create a new $567 million abatement fund in addition to paying $375 million in civil penalties that a jury previously ordered. The company must also enact certain safety features such as limiting the amount of time underage users in the state spend on Facebook and Instagram, hiding by default the number of “likes” on photos for such people and disclosing to users there the risks of its platforms.
The creation of the fund, aimed at rectifying harms caused by the Facebook parent’s social-media apps, was “necessary, due to the wide-ranging impacts of the harm and the complex nature of the remedy,” state Judge Bryan Biedscheid said. The dollar-amount of the abatement fund was slightly smaller than the $779.5 million attorneys for the state sought.
Meta said it disagreed with the ruling and planned to appeal.
You don’t say.
The next trial, brought by four state attorneys general, begins jury selection in Oakland, Calif., next week. Meta said in a court filing that the states in that case are asking for more than $1 trillion in damages.
The case they just lost, with a judgment of about $1 billion, was for New Mexico alone. If this isn’t overturned, and then sets nationwide precedent, we’re talking real money. The tobacco companies survived, but this seems like that. Investors seem unconcerned — Meta’s stock is up 1.5% so far this morning.
This is the first half of the final part (I, IIa, IIb, III, IVa, IVb, Va) of our apparently five-part series laying out some general guidelines for how pre-modern armies are organized, in particular exploring the principle that armies cannot help but recreate their civilian social structures on the battlefield. Last time we looked at the importance of generating cohesion in these armies and the ways cohesion could come either organically from the underlying society or be manufactured as part of training (or not be produced at all, resulting in less effective armies).
To close out this week, I wanted to provide some examples – each relatively brief – pulling the factors we’ve discussed (recruitment principles, mobilization methods, dealing with costs, leadership and cohesion sources) into coherent military systems that emerge organically from their underlying civilian society. And since this series was always intended as ‘one for the world-builders,’ I figured the best way to do this would be to take some fictional militaries, examine them along the lines above and see what (if anything) is necessary to fix them so that the underlying civilian society and the military it generates ‘matches.’
In a lot of cases, these are going to be fictional militaries we’ve looked at before, so a lot of this will be overlapping with more detailed treatments (which I’ll link) but also we’ll get some new stuff.
In the end, I had enough examples I wanted to work through that I opted to split this last part in two. So in this part we’re going to be taking apart some examples of matching up (or struggling to do so) army and society in literature (namely my perennials, A Song of Ice and Fire and The Lord of the Rings). Then in the second half, we’ll break some new ground and look at some examples out of video games that deviate from some of the classic ‘medieval fantasy’ patterns: the standing legions of the Empire of Cyrodiil, the oddly (but interestingly) bifurcated urban defense force of Baldur’s Gate and finally some private enterprise war in the Deadfire Archipelago.
I want to be clear, the goal here is not to praise or tear down any of these examples, but to explore them, to practice thinking about how the fiction armies and societies do and don’t match. I’ve tried to avoid here picking any example that is actively really bad (thus a preference for A Song of Ice and Fire (the books), for instance, over Game of Thrones (the show)).
But first, as always, recruiting and maintaining large pre-modern armies is expensive! Much like many of those pre-modern armies, this project is supported by devolving the costs of my ruinous book-buying habit on to recruits readers. You can help by spreading the word to new readers and by supporting this project over at Patreon. If you want updates whenever a new post appears or want to hear my more bite-sized musings on history, security affairs and current events, you can follow me on Bluesky (@bretdevereaux.bsky.social). I am also active on Threads (bretdevereaux) and maintain a de minimis presence on Twitter (@bretdevereaux).
So my critiques of some of the ‘realistic’ worldbuilding of A Song of Ice and Fire and Game of Thrones (and spinoffs) are not new. To be clear, I don’t think there is anything wrong with enjoying these stories; rather my critiques emerged in a period – now largely passed, thankfully – where it was common to claim that George R.R. Martin’s work represented a truer or more faithful vision of medieval vassalage-based polities. But that era is largely passed and my sense is that the ASoIaF/GoT community largely now understands that Westeros is not necessarily the gold-standard for ‘realistic’ medieval fantasy societies. So I don’t bring this up first to bash GRRM, but rather because (unlike Middle Earth, as we’ll see) it represents close to a ‘pure’ example (notionally) of a fragmented, vassalage-based polity.

So first we should begin with the underlying society. Westeros as we see it is a complex agrarian society – that is there is quite a lot of specialization, but this is a distinctly pre-modern society in which the vast majority of the population is still engaged in agriculture or pastoralism. Now I find that Martin’s depiction of the ‘smallfolk’ – ably summed up by the Wiki – is a bit frustrating as it is mostly a collection of aristocratic stereotypes about peasants, but nevertheless this is clearly a society where the bulk of the population is a largely demilitarized peasantry. In short, it is supposed to resemble high or late medieval Europe. Above the smallfolk is a hereditary landed aristocracy which fashions itself a ‘knightly’ (mounted military) warrior aristocracy, structured through vassalage. The social distance between these two groups is yawning: Westerosi aristocrats have more in common with other aristocrats half a continent away than they do with the peasants out of their front door.1 That social distance is not a worldbuilding problem, mind you; we see that kind of ‘trans-national’ elite (keeping in mind these aren’t nation-states so we’re using the word ‘national’ rather loosely) in a number of pre-modern societies. A French nobleman often did have more culturally in common with an English nobleman than he did with his own peasants and indeed in some cases a mounted Christian European military aristocrat might find he had more in common with a mounted Muslim military aristocrat from the Middle East than either had with their own peasants too.
So far, so good. But – as I’ve noted a few times before – when we see the armies of these polities, both in the books and in the show, they do not derive organically from this society at all. Westeros produces very large, surprisingly uniform armies which are not obviously organized into the retinues of smaller lords but rather function as large field armies tied explicitly to the largest vassals of the crown. Moreover, very large proportions of these armies are infantry (especially in the show, where the Lannister, Tyrell and Stark armies are almost entirely infantry!), composed of massed peasant soldiers. They’re also broadly uniformly equipped, often with recognizable liveries.

In short, these resemble the armies we would expect of large, extensively administered state-based societies.
But, and I have to stress this extremely strongly, Westeros does not have a state. It was not a state under the Targaryens (they make no effort to consolidate control of the various House armies) and it sure as heck isn’t a state under the Baratheons who are even weaker in terms of central power.
So what ought we see? Well, let’s return to that underlying society.
The core of these armies are going to be that mounted military aristocracy. It’s possible in some regions (the north, perhaps?) the aristocrats might also fight on foot, but we’re still looking at the aristocracy. Now the core landed aristocracy is going to be really small, but what is going to expand out this class are two kinds of soldier that GRRM has largely neglected: unlanded knights bachelor and non-aristocratic ‘men at arms’ (men who fight like knights but do not have the social status of knights). GRRM has some unlanded knights, but not many – but in this sort of society, such men are going to be ubiquitous in the households of those landed elites.
After all, most of the wealth in this society is held by a landed military aristocracy (the lords) who want to develop private military force and lack a state, so they’re going to do so in their household, by retaining (as retainers) full time warriors. And in this society, we see very clearly that full time warriors are almost invariably mounted heavy cavalrymen. So while the number of lords and their families is small, they can retain a bunch of non-noble heavy cavalrymen as part of the retinues, though we’re still dealing with armies that are likely much smaller than the massive armies Martin reports: whereas Martin has armies reaching the upper tens of thousands, we might instead expect the armies of the most powerful houses to at best be fielding a few thousand to perhaps 10,000 or so mounted men at arms.

In short, to use our typology, our first component here is a retainer-based army composed of a warrior class, recruited on a vocational principle, with military costs largely devolved (these guys or their lords purchase their horses and armor as a private expense). Cohesion is provided through a mix of warrior-class cohesion, probably combined with collective training in small cavalry units within those noble households. We probably ought to expect these men to perform quite well on the battlefield, given how strong that cohesive bond is likely to be.
Now, below this, every army needs infantry, especially because – as noted above – the cavalry components of these armies are still small. But those major Houses didn’t just become states when it was time to equip their infantry, so the infantry – drawn from the commons – is going to be recruited also using non-state structures. That means that equipment and wage costs also have to be substantially devolved, because none of these polities has the administrative infrastructure to handle the complexity of these costs (note that this is as much or more a question of complexity as about raw revenues!).
That leaves the warlords of Westeros essentially two options and we might expect them to use both: they can raise their own peasants or they can hire mercenaries.
If they raise their own peasants, this is going to be clientage principle recruitment, because the administration isn’t there for an employment-based system and the smallfolk don’t have any political entitlements to tie to military service anyway (notably Westeros lacks enfranchised little urban republics to provide urban militias). We should thus expect costs to be devolved, probably using a brigaded household model simply because the smallfolk seem too poor to expect individual households to furnish a man with his equipment. Nevertheless, the equipment that results from this is going to be both poor and non-standard (it would be hard to tell a Tyrell peasant-soldier from a Lannister peasant-soldier if you saw one on the road). And the cohesion principle is pretty obviously weak: these guys don’t have a strong corporate identity and their masters cannot afford to keep them under arms long enough to drill them. They’ll get to the battlefield, but often perform poorly. And because we have to brigade a bunch of households to get a soldier, we should still expect the numbers here to be smaller: low tens of thousands, not mid- or high- tens of thousands.

The alternative would be mercenary infantrymen, recruited en bloc (likely via contractors) using an employment principle and paid in cash. Since these houses don’t have a lot of revenue because they have very limited state capacity, their ability to engage these fellows is also going to be quite limited, but it isn’t hard to imagine how valuable they’d be, especially for providing specific military skills that aren’t ‘mounted military aristocrat,’ which obviously the peasant levies will also generally lack. If there were polities in Westeros that produced good infantry – because they had tight civic militias or other strong communal structures – we should expect them to be in heavy demand as mercenaries, just as Greek hoplites or Swiss pikemen were in their day. Good infantry, after all, is nice to have, but the Great Houses of Westeros are structurally largely incapable of producing good infantry at scale.
In short the military that flows from Westeros social organization is meaningfully different than the one Martin imagines. It is much smaller (no 100,000 man strong Tyrell armies!), more fragmented and much less ‘regular.’ Not only does the king have to care what Tywin Lannister thinks, but Twyin Lannister has to care what Lord Broom thinks and Lord Broom has to care what his retainers think and so on. Tywin’s Lannister army would likely be broken up into dozens of irregularly sized and structured retinues (of which his own would be the largest). Notably, ‘landless knights’ would be a key commodity in this system, an essential military resource that everyone with land and money is trying to attract (which in turn means those retainers have some bargaining power too), in part because none of these fellows will have a lot of faith in their poorly and irregularly equipped, weakly motivated infantry.
Crucially, this is a society defined by low state capacity (because it is, in fact a non-state society), which limits what the king and his lords can do at almost every turn.
Now to be clear, I don’t want to make it sound like Westeros – particularly the Westeros of the books – is a complete failure here. I think we could actually bring the armies of Westeros into line with their underlying society with fairly modest changes: shrink both the world size and the armies to a scale that fits a personalistic, vassalage based mobilization system and acknowledge that these polities are going to really struggle to employ good infantry at scale (lacking the revenues to recruit mercenaries or the social systems to effectively mobilize their peasantry), so they’re going to rely on their cavalry, which is in turn going to put sharp limits on the kind of warfare they wage. Finally, we’d want to flesh out the class of mounted man-at-arms and landless knight – present in Martin’s writing, but less common perhaps than they ought to be.2 The resulting world would feel smaller (it would be smaller) but that makes sense: these sorts of polities and their military systems do not durably scale.
I’d argue we can see a ‘heavy cavalry culture’ done a bit better with the Lord of the Rings‘ Rohirrim, although with the caveat that Tolkien is developing something closer to an early medieval society which still retains a relatively strong (perhaps fading) infantry tradition, as opposed to Westeros’ distinctively late medieval (or really early modern) sense; these are as we’ll see fundamentally quite different societies and as a result they produce different armies (albeit I think the armies of Rohan are more tightly fitted to their society).
Once again, we should sketch out Rohan’s society first. This is also a complex agrarian society, albeit less complex than Westeros and seemingly with a fair bit more pastoralism (in the form of ranching or fairly short-range transhumance, given that this society still lives in villages, rather than nomadic pastoralism). Military power is still somewhat fragmented in this society – men like Éomer and Erkenbrand appear to have some independent access to military force (they have their own retinues)3 but this is both a smaller and ironically more centralized kingdom than Westeros, but what make sit similar in a lot of ways is that state capacity remains low.
What I mean by that is that while on the one hand Théoden’s authority over his subordinates remains notionally higher (Tywin Lannister is a more independent figure than Erkenbrand, by custom and general understanding), Théoden still lacks anything like an administrative apparatus or bureaucracy and instead has to rule through his aristocracy. What’s different and thus what makes Rohan a bit more centralized in its structure is that Théoden has more latitude to hand-pick the top level of that organization chart, the three Marshals of the Mark (he initially picks himself, his son and his nephew, with his son being replaced by Erkenbrand after Théodred was killed), rather than being stuck with a specific local mega-aristocrat (like Tywin Lannister, Mace Tyrell, etc. etc.). Those commands (which historically are what will evolve into the highest reaches of the ‘feudal’ European nobility) are not yet wholly hereditary, though the fact that command in the Westmark immediately devolves to Erkenbrand Lord of the Westfold (the largest chunk of the Westmark)4 may suggest that, in the absence of a suitable member of the royal house, there’s a strong expectation that overall leadership ought to fall to a major local aristocrat.
As an aside, the fact that Rohan, resembling an early medieval kingdom is more effectively centralized than Westeros, which resembles a late medieval kingdom, should serve as a useful reminder that historical processes like centralization do not proceed only in one direction. It is not always the case that later societies have more centralization or administrative capacity.
We also need to talk about the situation of common folk of the Rohirrim. We don’t see much of them, but there are some assumptions I think we can make (which largely conform to Tolkien’s own pretty obvious Anglo-Saxon inspiration for these fellows). First, the Rohirrim aristocracy strikingly present themselves as having more culturally in common with their commonfolk than with neighboring aristocrats: they have their own language (that is, the aristocracy has not abandoned Rohanese for Westron) and their own internal term for themselves (an endonym) as Eorlingas, ‘people of Eorl’ which appears to include the commonfolk. Notably, the aristocracy, while clearly large landowners, do not appear to be titled: apart from Théoden King himself no one gets hereditary titles appended to their names (the Marshals being appointed positions). They also have a muster of all able-bodied men, implying a tradition of universal military service and thus a peasantry (I’m including their shepherds here) that hasn’t been entirely demilitarized. That last point matters a lot and signals, I think, quite a different underlying social structure than the one we see in Westeros.

Taken together, what I think we’re looking at is a landholder aristocracy governing a society mostly of free peasants rather than serfs. In something akin to the Carolingian system, there is probably a property line which makes a landowner liable for cavalry service (which thus defined the lower bound of the aristocracy), while landowners below that level are liable for infantry service (a ‘select levy’) and landowners much above that level are expected to furnish not only themselves but a larger retinue (thus we hear of the ‘knights of the king’s house’ and Marshals of the Mark having an Éored (120 mounted men) as part of their household). We should probably also assume a substantial number of farmers or herders who are simply considered too poor to serve (possibly expected to supply men for garrison service on a brigaded household model or as part of a ‘general levy’ in a local crisis).

The military organization then flows that social structure. The aristocracy fight at mounted heavy cavalry and are organized into retinues around the major magnates who on the one hand derive their wealth from large landholding but on the other hand owe their official positions to the king.5 We meet a fair number of these magnates (Erkenbrand, Grimbold, Elfhelm, along with of course Éomer and Théodred). There is a clear preference in these appointments, when not granted to a man of the king’s family, to use someone local: Erkenbrand commands in the West-mark because he is from the West-mark. Éomer will end up making Elfhelm command in the East-mark and by all indications Elfhelm is from the East-mark as well, given that he was in Éomer’s retinue as Third Marshal of the Riddermark with that geographic area of command.

Meanwhile, as I noted back in the Helm’s Deep series, we get a better sense of what we might term the ‘select levy’ of Rohan (the infantry force kept in the field by Erkenbrand) as well as the ‘general levy’ of all able-bodied men who have fled to Helm’s Deep. We’re pretty clearly told that the levies of Rohan are raised geographically (Erkenbrand has the Westfold’s men, who have a distinct sub-regional identity as ‘Westfolders’ and the ‘musters’ are by region); we don’t see the lower levels of command but there’s no reason to assume they’re not like the higher levels: local magnates lead the levies from their home area. That in turn explains the cohesive principle we see: when the Rohirrim get into trouble – common infantry and aristocratic cavalry alike – they invariably ‘clump up’ around the magnates, which suggest pretty close civilian ties. It makes sense: where do the regular infantrymen go when things are bad? The men of their village clump up together around their village leader (the local Big Man) who is also their unit commander and who they know fairly well. The comparative lack of social distance – implied by the common culture, language and lack of titles above – matters here for making this kind of cohesion work.
So my read on Rohan is that it is a complex, non-state agrarian/pastoralist polity, with a freeholding farmer class (a yeomanry) recruited regionally under a cultural norm of universal military service (at least for landholders), with an elite class that understands itself as a mounted military aristocracy (recruited as a warrior class, defined by wealth), where the cohesive principle is probably tight clientage ties between the infantry and their magnates and then horizontal ties between the magnates and each other. But that works because these fellows seem to actually know each other (in contrast, for instance, to the far more insulated noble class in Westeros).6 In terms of cost, this is clearly a system where costs are devolved, but the sense we get, given the performance of Rohan’s infantry against Saruman, has to be that the infantry class has preserved a bit more of their wealth against the aristocracy, again leading to somewhat better infantry, although it is worth noting that outside of the king’s immediate retinue, Rohan’s army is not uniform in its equipment.
Unsurprisingly, I think that Gondor – particularly book!Gondor in The Lord of the Rings is also an effective example of matching a military to its underlying society, but it is particularly interesting here because it is a composite force: different components are recruited under different principles, equipped differently, probably paid differently and so on. For large states, composite forces were very common.
And Gondor (at least under the last steward, Denethor II), is a composite polity and has a composite army to match. Gondor is also a complex, agrarian society, but a fair bit more complex than Rohan, with quite a few proper cities (Minas Tirith, of course, but also Pelargir, Dol Amroth and others) and evidently a fair bit of specialization. If the model for Rohan seems to have been Anglo-Saxon England, the model for Gondor seems to me fairly clearly to be the Eastern Roman (Byzantine) Empire, complete with a beacon system, and something like the tagmata and theme systems. Given the level of organization we see – Denethor is capable of large-scale building projects (like the repair of the Rammas Echor), substantial mobilizations (including the orderly evacuation of the Pelennor Fields) and maintaining a standing military force – I tend to conclude that Gondor is a state society, albeit that state power has frayed quite a bit around the edges (and of course part of the story is that it will be reasserted by Aragorn as king). Though we never see them, I think we ought to safely assume Denethor has some bureaucracy in addition to his military command structure, which lets him direct Gondor’s efforts from his high hall.
In particular, Gondor is split between the core territory around its capital and its subordinate regions, described as ‘fiefs’ and evidently entrusted to the control of a particular lord. Frustratingly, of these lords, the only one for which we can be sure we know how lordship is assigned is that of Belfalas, governed by the hereditary Prince of Dol Amroth (Prince Imrahil at the time of the War of the Ring), who has a different title from all of the other regional leaders but we do get references to these fellows equipping men out of their households, so I think we should understand them as local rulers who are vassals to Minas Tirith rather than appointed officials. So we have a core state with autonomous vassals making up its periphery; in this case the core state is geographically fairly small but clearly makes up the bulk of the military power: despite Minas Tirith’s long decline, it is a major population and economic center.
And lo! the military system basically follows from that political structure.
Because Gondor has a state at the core of its polity with the resources to manage massive construction projects and the like, he has a substantially wider range of options for the kind of military it will have. And it ends up having a bit of everything: a standing military centered on Minas Tirith but also a mix of other military systems drawn from its constituent regions.
First, the core of Gondor’s armies seem pretty clearly to be a standing, professional force, albeit perhaps not a very large one. The two components we see very clearly are the Guards of the Citadel and the Rangers of Ithilien. The Guards of the Citadel are pretty explicitly a professional force: Beregond is explicit that he is not any kind of aristocrat, but is still a full-time soldier in the Third Company of the Citadel (RotK 42). Given the fact that they are left effectively permanently deployed, it seems like the Rangers of Ithilien are similarly a professional force. To reach a little father, in Unfinished Tales (260 fn. 17) we get a title, “ohtar” for a “fully trained and experienced” footsoldier who was not, however, a knight, which also suggests to me (alongside Beregond’s use of the phrase ‘man at arms’ to seemingly mean the same: a man for whom war was a profession) that Minas Tirith has a substantial body of professional infantry at the core of its armies. We’re quite explicitly told that at least the Guards of the Citadel are equipped at state expensive, for they have a unique livery, but honestly it seems likely to me that the whole of this professional force was state-equipped, which is why we’re told that the livery is unique (in design and materials), rather than being told that these men were unique by having an issued livery at all.
Doubtless in an emergency this would be supplemented by drawing up the rest of the able-bodied male populace, but we’re not given a clear sense for the city of what that would look like. I find myself wondering if under normal circumstances, since Gondor is almost always in some kind of low-intensity conflict with Mordor, if the professional core wasn’t always supplemented by rotating conscription or some kind of reserve among the men of the city.

Then we have the forces of Gondor’s fiefs and here it is useful to just reproduce the passage in which they show up:
The men of Ringló Vale behind the son of their lord, Dervorin striding on foot: three hundreds. From the uplands of Morthond, the great Blackroot Vale, tall Duinhir with his sons, Duilin and Derufin, and five hundred bowmen. From the Anfalas, the Langstrand far away, a long line of men of many sorts, hunters and herdsmen and men of little villages, scantily equipped save for the household of Golasgil their lord. From Lamedon, a few grim hillmen without a captain. Fisher-folk of the Ethir, some hundred or more spared from the ships. Hirluin the Fair of the Green Hills from Pinnath Gelin with three hundreds of gallant green-clad men. And last a proudest, Imrahil, Prince of Dol Amroth, kinsman of the Lord, with […] a company of knights in full harness riding grey horses; and behind them seven hundreds of men at arms, tall as lords, grey-eyed, dark-haired, singing as they came. (RotK, 46)
I should note that, in a slightly earlier passage, we also get Forlong the Fat, Lord of Lossarnach, with “a dusty line of men, well-armed and bearing great battle-axes.”
What I love about this passage is that it not only applies our principle of militaries reflecting their civilian societies to Gondor itself – a composite kingdom has a composite army – but it also applies it to the component parts! One gets the sense that Belfalas (with its big city at Dol Amroth) are the most state-like of the fiefs and so they have an army that looks at lot like Minas Tirith’s army: a company (about a hundred) mounted knights, matched by seven hundred men-at-arms which – given their contrast between the other groups, I think we ought to understand as also being professionals, or at least well-trained in addition to well-equipped. By contrast, from the hill country of Morthond, we get five hundred bowmen led by what is evidently a ‘family affair’ of rule there, given that it is Duinhir with his two sons commanding them: a smaller, poorer community that fights in a way that fits with coming from a hard-scrabble kind of place.

We get some class-divisions too, particularly from Anfalas, where the great mass of men – presumably a poor peasant levy – are poorly armed saved for the household guard of their lord. Of course that strongly suggests that outside of Minas Tirith, Belfalas and perhaps Lossarnach (which seem to have fairly uniform equipment and perhaps represent the remains of the decaying Gondorian ‘state’ with professional troops and state-issued arms), these fellows are equipping themselves and that most of the costs of their service have likely been devolved either onto the men themselves or their lords (and quite evidently Golasgil has opted to spend those resources on his household guard and not on the rest of his troops; one wonders how that decision will play with the newly crowned King Elessar).
Notably, this is very clearly an infantry-focused force. That makes quite a bit of sense too, because Gondor is substantially more urban than Rohan or, for that matter, Westeros.7 The more urban societies get, the more infantry-focused they tend to be, for the obvious reason that raising horses requires a lot of space. Even though it is clear that Gondor’s population has declined, its military tradition still remains infantry focused (with cavalry support) and that too is a product of its economic and cultural structures (urban and state-based).
And again, because the infantry matter, this society can develop cohesion in them: for the professional core, that is probably a professional cohesion. One imagines the Guards of the Citadel are quite stubborn on the battlefield given that we see how intense their professional ethos of obedience to orders goes. On the other-hand, for many of the men of the fiefs, they arrive at Minas Tirith in fairly small, relatively tight groups, organized around leaders that are quite evidently familiar to them. One imagines that the bowmen of Morthond, for instance, probably all know each other and are tightly connected by bonds of clientage to their lord and his sons (notice that he doesn’t have a household guard – this militia is his army).
So we have a range of components, each with its own likely methods of recruitment and supply. We have a core of professionals, equipped by the state, housed and presumably trained together, with an appropriately professional cohesive principle, supported by levies recruited locally, with their costs devolved onto local lords and relying on organic cohesion arising out of their common communal bonds.
The result is something of a messy composite army rather than a ‘cookie-cutter’ army that is unrealistically uniform. And that’s probably more or less right: even the Romans, close to the gold-standard for pre-modern military organization west of the Ganges were never perfectly uniform and always made use of the forces of allies, client kings and subject peoples, creating composite forces.
Next time, we’ll keep this going by turning to look at some societies and armies from video games that, as noted, deviate a bit more from the ‘standard’ medieval fantasy pattern and think a bit about standing professional armies, urban militias and military contractors in substantially more complex state societies.
Simon Willison, with Cynthia Dunlop for her tech blogger interview series (from back in January, but he just got around to linking to it so I just got around to seeing it):
Any lessons learned that you want to share with the community?
My number one tip for blogging is to lower your standards! Aim to hit publish while you are still actively unhappy with what you have written, because the only alternative is a huge folder full of drafts and never publishing anything at all.
Nobody will ever know how perfect the thing you intended to write would have been. The flaws you see in your writing are invisible to everyone else.
This is excellent advice. Me, I try to get into the mindset of playing live music, not recording a studio album. Except when I’m writing a piece where I really want it to be an album. Those aren’t rare, per se, but they’re occasional. If I tried to make every post a hall-of-famer I’d never get anything out.
I’m aiming for professionalism. I’m performing live in front of an audience — not just jamming in my garage or bedroom, fucking around. So I’m careful and concentrate. I want to hit every note, in time. But at my best I’m moving from song to song.
But that leads to Dunlop’s next question for Willison:
Your advice for people just getting started with blogging?
Just start. It’s so easy to get caught in the trap of obsessing over the design of your blog, and planning for content that you never actually get around to writing. As long as each entry has a date on it and a permanent URL, it counts as a blog. I think adding an Atom or RSS feed is important too, but you can get started without one — don’t treat that as a blocker.
Don’t worry if nobody reads it. People are unlikely to stumble on your blog organically, but what matters is not the quantity but the quality of your readers. If the only person who reads your blog is a hiring manager that you send a link to, and that gets you an interview, your blog has already paid itself off many times over.
That’s the hard part about getting started, or at least it was for me. When you already have an audience it’s easier to take it seriously, to concentrate, to focus, to strive for perfection even though you will fall short. If you’re playing music in an empty room it’s harder to do that, to play the same way you would with an audience of dozens, hundreds, or thousands of people in front of you.
But just imagine they’re there. They will be if you keep it up. That’s one of my bits of advice to new bloggers: I firmly believe all blogs eventually get the audience they deserve, if they keep going. Write for the audience you want, not the audience you have.
Jeremy Hsu, Ars Technica:
Google briefly allowed anyone to create AI-modified versions of satellite imagery available in Google Earth — before quickly reversing its decision as people shared examples of AI-generated pictures that illustrated the potential for misinformation and disinformation.
A bunch of mine are stored here.
Simon Willison:
So that’s Anthropic, OpenAI, and Meta. Google Gemini really needs to catch up on accidentally cyberattacking other companies.
I’m surprised Willison hasn’t heard about how much momentum Gemini has.
Joe Fabisevich, on Mastodon:
I submitted Plinky 6.0.4 for review last week. The macOS app was approved in 4 hours, the iOS app is still waiting for review. Sure do love to distribute software distribution this way.
He’s not an outlier; I see comments like this from App Store developers everywhere I look.
(Plinky, by the way, is an intriguing link-bookmarking app that syncs across iOS and MacOS. It’s not for me, but the nature of my work is such that I have very unusual bookmarking needs. Plinky offers a bunch of convenient ways to stash new bookmarks with low friction. It’s a labor of love — it’s totally obvious that Fabisevich himself is the number one user of Plinky, and that’s almost always true of the very best apps.)
Very interesting piece. According to Politico a big reason Rep Andy Ogles, one of the slimiest and terrible members of the GOP House caucus, went down to defeat is that he was targeted with $2 million by a SuperPAC funded by solar industry execs. They didn’t hit him on renewables or environment policy. They used garden variety attacks about Ogles’ missed votes while playing up the conservative credentials of his primary challenger. Of course, climate and environment advocacy have close to no supporters in the contemporary GOP. But Invest in Tomorrow Coalition PAC is going after the much smaller group which goes out of its way to hurt the renewables industry in any way it can. It’s their third win this cycle.

We’re getting near our goal for this year’s Annual TPM Journalism Fund Drive. We call it a goal. It’s more like a necessity. But we’re getting close. This is very important. It’s a critical part of our whole system for keeping TPM strong and moving forward. Please take a moment right now and make a contribution if you’ve been considering it. We really need it now. Just click right here. Thank you.

A week ago I wrote about a new CNN poll and how it showed Democrats were pretty evenly divided over “left” vs “centrist” politics (should the Ds “move to the left” or “move to the center”) but very united over fight vs accommodation. So focus on the latter and agree to disagree on the former. I also noted however that these terms are wildly over-determined and mostly don’t mean very much. For this specific question, those polling results are still broadly valuable because those are the catchphrases by which a major intra-party debate is identified. So if that’s the language being used and people split roughly down the middle, you know it’s very divisive and no one side is going to beat the other. It’s a standoff, and what you really want going into a critical midterm is unity.
But it’s still important to remember how little these terms actually mean, and to consider the complexities and uncertainties they paper over. I was reminded of this when I saw Axios describing a Reuters poll which Mike Allen said showed that independents are “progressive-curious.” The evidence was that substantial majorities of independents support higher taxes on corporations and billionaires (64%) and government-provided health care for all Americans (60%). But 43% are less likely to vote for a candidate who identifies as “democratic socialist.”
If you study or spend much time thinking about public I don’t think either of these findings will surprise you at all. They’re both pretty textbook, in fact. And this quickly brings us up against the fact that most of the definitions and categories we use to discuss these factional and ideological debates are either fake and meaningless or confused. Even weirder is that most of us know this despite the fact that we use them. Let’s start with the idea that “independent” voters are or tend to be “moderates” or “centrists” — something that is mainly not true. Most of those who self-label as independent are people who don’t like to identify with a political party. You have people who by every marker are clearly Democrats or Republicans. They just don’t like being owned by a political label.
The best descriptive use of “independent” is probably swing voters, voters who swing back and forth between parties. So they should be in the “center.” Only they’re not. Or rather, if you’re familiar with public opinion data, you know that those people follow politics the least and have the least settled and least coherent political beliefs. They’re all over the place, and tend to have very weird or inconsistent politics ideas in the view of people who follow politics closely.
Within the Democratic Party, we often talk about “establishment” Democrats vs the progressive left. I don’t know any Democratic voter who identifies as “establishment.” They may tend to vote for elected officials who can fairly be classed, in descriptive terms, as “establishment.” But that’s not the same thing. One of the backdrafts in this primary cycle has been complaints from progressives that Black voters are “establishment” and that gets in the way of the political left. Some Democratic voters identify as “moderate” or “centrist,” but far fewer than did a generation ago. It’s fairly telling that we don’t actually have a word for the non-progressive left group in the Democratic Party that isn’t either a line of attack or some version of pundit-speak. If really pressed most of those people would just call themselves “Democrats.”
Of course we’re not running a poli sci class here or trying to come up with the perfect political taxonomy. If we’re just talking about semantics, who cares? But we’re not. One of the things people find the hardest to accept in politics is that most problems can’t be solved, only managed. The greatest sin of punditry is the idea that one clever guy can fix the big vexing challenge with one weird trick. But if you’re going to manage these challenges effectively — and factional divisions among Democrats are one of those things — you have to understand them, accept their nuances beyond zero-sum binary oppositions. That gives you a sense of what definitely won’t work and areas where creative solutions might allow people to work together, if not necessarily agree. A lot of these divisions come down to different instinctive attitudes about risk aversion, pragmatism and ideology. Another central division is more accommodating or oppositional attitudes toward traditional social mores and customs: trans rights, language politics, sexual morality, identity politics. To the extent people are fighting or trying to grab attention these points don’t really matter. There’s us and them, and we need to beat them. But if you want to keep things on the rails we usually want and need better and more creative solutions.
I mentioned this in my morning post today, but one of the weirdest, Trumpiest, vehemently anti-immigrant and scandal-plagued members of Congress lost a primary yesterday. Goodbye Rep. Andy Ogles (R-TN). Those seeking to pass legislation denaturalizing Zohran Mamdani or giving Trump a third term will have to find another congressional champion.
Up and to my office a little, and then to Brown’s for my measuring rule, which is made, and is certainly the best and the most commodious for carrying in one’s pocket, and most useful that ever was made, and myself have the honour of being as it were the inventor of this form of it. Here I staid discoursing an hour with him and then home, and thither came Dr Fairbrother to me, and we walked a while together in the garden and then abroad into the cittie, and then we parted for a while and I to my Viall, which I find done and once varnished, and it will please me very well when it is quite varnished.
Thence home and to study my new rule till my head aked cruelly. So by and by to dinner and the Doctor and Mr. Creed came to me.
The Doctor’s discourse, which (though he be a very good-natured man) is but simple, was some sport to me and Creed, though my head akeing I took no great pleasure in it.
We parted after dinner, and I walked to Deptford and there found Sir W. Pen, and I fell to measuring of some planks that was serving into the yard, which the people took notice of, and the measurer himself was amused at, for I did it much more ready than he, and I believe Sir W. Pen would be glad I could have done less or he more.
By and by he went away and I staid walking up and down, discoursing with the officers of the yard of several things, and so walked back again, and on my way young Bagwell and his wife waylayd me to desire my favour about getting him a better ship, which I shall pretend to be willing to do for them, but my mind is to know his wife a little better.
They being parted I went with Cadbury the mast maker to view a parcel of good masts which I think it were good to buy, and resolve to speak to the board about it.
So home, and my brother John and I up and I to my musique, and then to discourse with him, and I find him not so thorough a philosopher, at least in Aristotle, as I took him for, he not being able to tell me the definition of final nor which of the 4 Qualitys belonged to each of the 4 Elements.
So to prayers, and to bed, among other things being much satisfied with my new rule.
Since the Red Sox lost to the Rockies way back on June 24, the team has won 31 of 36 games, a streak that includes a franchise-tying 15-game winning streak. It is the best 36-game stretch in team history.
Boston is 17-0 against first-place teams in that span, and is the first team to record six sweeps of first-place teams in one season since divisional play began in 1969 – and they accomplished that feat over only six weeks.
June 25-28: Swept 4 games from first-place Yankees
July 7-9: Swept 3 games from first-place White Sox
July 17-19: Swept 4 games from first-place Rays
July 31-August 2: Swept 3 games from first-place Dodgers
August 4-6: Swept 3 games from first-place White Sox
Boston's record stands at 63-51; they are five games behind Tampa Bay and a mere half-game behind the Yankees. While Boston has gone 31-5, the Rays have gone 24-15 (third best in MLB). A 63-51 record would easily lead both the AL Central (by four games) and AL West (by five games).
After games of June 24: 1st Yankees (48-31), 15.5 GA of 5th Red Sox (32-46)
After games of August 6: 2nd Yankees (64-51), 0.5 GA of 3rd Red Sox (63-51)
Since June 24, the Red Sox are fifth in MLB in on-base percentage, fourth in slugging percentage and third in runs scored. Before their hot streak started, they were projected to have a 9% chance of making the postseason. Those odds now stand at 96.1%, with a 15.3% chance of winning the pennant and a 7% chance of winning the World Series.
J.P. Long (@SoxNotes) states: "The Red Sox are the 26th team in the World Series Era (1903-present) to go 30-5 or better in a 35-game stretch. Each of the other 25 made the Postseason (10 of them won the World Series)."
Boston's 12-11 victory last night at Fenway (against the AL-Central leading White Sox) was the most impressive victory in [fill in the blank] years:
Chicago White Sox – 004 120 000 211 0 – 11 13 1
Boston Red Sox – 002 301 001 211 1 – 12 16 2Sixty-one years ago, on August 6, 1965, President Lyndon B. Johnson signed the Voting Rights Act. The need for the law was explained in its full title: “An Act to enforce the fifteenth amendment to the Constitution, and for other purposes.”
In the wake of the Civil War, Americans tried to create a new nation in which the law treated Black men and white men as equals. In 1865 they ratified the Thirteenth Amendment to the Constitution, outlawing enslavement except as punishment for crimes. In 1868 they adjusted the Constitution again, guaranteeing that anyone born or naturalized in the United States—except certain Indigenous Americans—was a citizen, opening up suffrage to Black men. In 1870, after Georgia legislators expelled their newly seated Black colleagues, Americans defended the right of Black men to vote by adding that right to the Constitution.
All three of those amendments—the Thirteenth, Fourteenth, and Fifteenth—gave Congress the power to enforce them. In 1870, Congress established the Department of Justice to do just that. Reactionary white southerners had been using state laws, and the unwillingness of state judges and juries to protect Black Americans from white gangs and cheating employers, to keep Black people subservient. White men organized as the Ku Klux Klan to terrorize Black men and to keep them and their white allies from voting to change that system. In 1870 the federal government stepped in to protect Black rights and prosecute members of the Ku Klux Klan.
With federal power now behind the Constitutional protection of equality, threatening jail for those who violated the law, white opponents of Black voting changed their argument against it.
In 1871 they began to say that they had no problem with Black men voting on racial grounds; their objection to Black voting was that Black men, just out of enslavement, were poor and uneducated. They were voting for lawmakers who promised them public services, like roads and schools, that could only be paid for with tax levies.
The idea that Black voters were socialists—they actually used that term in 1871—meant that white northerners who had fought to replace the hierarchical society of the Old South with a society based on equality began to change their tune. They looked the other way as white men kept Black men from voting, first with terrorism and then with grandfather clauses that cut out Black men without mentioning race by permitting a man to vote if his grandfather had voted, literacy tests in which white registrars got to decide who passed, poll taxes, and so on. States also cut up districts unevenly to favor the Democrats, who ran an all-white, segregationist party. By 1880 the South was solidly Democratic, and it would remain so until 1964.
Southern states always held elections. It was just foreordained that Democrats would win them.
Black Americans never accepted this state of affairs, but their opposition did not gain powerful national traction until after World War II.
During that war, Americans from all walks of life had turned out to defeat fascism, a government system based on the idea that some people are better than others. Americans defended democracy and, for all that Black Americans fought in segregated units, and that race riots broke out in cities across the country during the war years, and that the government interned Japanese Americans, lawmakers began to recognize that the nation could not effectively define itself as a democracy if Black and Brown people lived in substandard housing, received substandard educations, could not advance from menial jobs, and could not vote to change any of those circumstances.
Meanwhile, Black Americans and people of color who had fought for the nation overseas brought home their determination to be treated equally, especially as the financial collapse of European nations loosened their grip on their former African and Asian colonies and launched new nations.
Those interested in advancing Black rights turned, once again, to the federal government to overrule discriminatory state laws. Spurred by lawyers Thurgood Marshall and Constance Baker Motley, judges used the due process clause and the equal protection clause of the Fourteenth Amendment to argue that the protections in the Bill of Rights applied to the states, that is, the states could not deprive any American of equality. In 1954 the Supreme Court under Chief Justice Earl Warren, the Republican former governor of California, used this doctrine when it handed down the Brown v. Board of Education decision declaring segregated schools unconstitutional.
White reactionaries responded with violence, but Black Americans continued to stand up for their rights. In 1957 and 1960, under pressure from Republican president Dwight Eisenhower, Congress passed civil rights acts designed to empower the federal government to enforce the laws protecting Black voting.
In 1961 the Student Nonviolent Coordinating Committee (SNCC) and the Council of Federated Organizations (COFO) began intensive efforts to register voters and to organize communities to support political change. Because only 6.7% of Black Mississippians were registered, Mississippi became a focal point, and in the “Freedom Summer” of 1964, organized under Bob Moses, volunteers set out to register voters. On June 21, Ku Klux Klan members, at least one of whom was a law enforcement officer, murdered organizers James Chaney, Andrew Goodman, and Michael Schwerner near Philadelphia, Mississippi, and, when discovered, laughed at the idea they would be punished for the murders.
That year, Congress passed the Civil Rights Act of 1964, which strengthened voting rights. When Black Americans still couldn’t register to vote, on March 7, 1965, in Selma, Alabama, marchers set out for Montgomery to demonstrate that they were being kept from registering. Law enforcement officers on horseback met them with clubs on the Edmund Pettus Bridge. The officers beat the marchers, fracturing the skull of young John Lewis (who would go on to serve 17 terms in Congress).
On March 15, President Johnson called for Congress to pass legislation defending Americans’ right to vote. It did. And on this day in 1965, the Voting Rights Act became law. It became such a fundamental part of our legal system that Congress repeatedly reauthorized it, by large margins, as recently as 2006.
But in the 2013 Shelby County v. Holder decision, the Supreme Court under Chief Justice John Roberts struck down the provision of the law requiring that states with histories of voter discrimination get approval from the Department of Justice before they changed their voting laws. Immediately, the legislatures of those states, now dominated by Republicans, began to pass measures to suppress voting by Democrats and, by extension, people of color. In the wake of the 2020 election, Republican-dominated states increased the rate of voter suppression, and on July 1, 2021, the Supreme Court permitted such suppression with the Brnovich v. Democratic National Committee decision.
On April 29 of this year, the Supreme Court continued the assault on the Voting Rights Act. In Louisiana v. Callais it rejected the longstanding interpretation that sometimes, in order to guarantee Black representation in government, states have had to create districts that are made up primarily of Black Americans. By a vote of 6–3, with the right-wing justices in the majority, the Supreme Court in April declared Louisiana’s construction of a majority-minority district unconstitutional under the Fifteenth Amendment. It was, they said, an unconstitutional racial gerrymander.
A 2024 study by the Brennan Center of nearly a billion vote records over 14 years showed that the racial voting gap is growing almost twice as fast in places that used to be covered by the preclearance requirement. Another recent study showed that in Alabama, the gap between white and Black voter turnout in the 2024 election was the highest since at least 2008. If nonwhite voters in Alabama had voted at the same rate as white voters, more than 200,000 additional ballots would have been cast.
In 1957, when he was Senate majority leader, Lyndon Johnson called for the protection of Black voting, saying: “This right to vote is the basic right without which all others are meaningless. It gives people, people as individuals, control over their own destinies.”
Upon signing the Voting Rights Act in 1965, he said to the American people: “I pledge you that we will not delay, or we will not hesitate, or we will not turn aside until Americans of every race and color and origin in this country have the same right as all others to share in the process of democracy.”
—
Notes:
https://www.brennancenter.org/our-work/analysis-opinion/people-color-are-being-deterred-voting
So, as some of you know, I work as an adjunct journalism professor at Chapman University. And one of my star students last semester was Meg Corsi. I asked Meg to take a gander at the state assembly district 72 election—and, in particular, Republican lunatic Gracey Van Der Mark.
Here’s Meg’s report …
By Meg Corsi
Special to The Truth OC
A child of impoverished immigrants, a woman of color, born and raised in Los Angeles, and a survivor of an abusive marriage. These are all traits that would seemingly describe a strong liberal, and yet, in this particular case you would be sorely mistaken.
Gracey Van Der Mark has the background to fit someone who’s seen enough oppression and abuse to understand what it takes to help people, yet she has proven time and again through policies and resolutions she created and voted on that she has more interest in appealing to MAGA politics.
In 2022, Van Der Mark was voted onto the Huntington City Council. While on the council, Van Der Mark spearheaded numerous policies and mandates. She established a resolution relocating library materials containing “sexual content” (City of Huntington Beach Resolution No. 2023-41, 2023), introduced a countermeasure to California’s SAFETY Act by passing an ordinance to make Huntington Beach a “parents’ right to know city” (Huntington Beach Municipal Code 1.23.020, 2024), and a ban on mask and vaccine mandates. She also voted to pass pride flag restrictions, diversity celebration repeals, and a voter ID measure.
One of her biggest and most critiqued efforts was against the Huntington Beach Public Library. She aimed to relocate certain books from the children’s section to the adult section under the notion that some of the books contained “sexual content” (City of Huntington Beach Resolution No. 2023-41, 2023). During her time as mayor pro tem, Van Der Mark gave a presentation to the council about the kinds of books in the children’s section of the library that she wanted to move.
The presentation included books such as Gender Queer, by Maia Kobabe, It’s Perfectly Normal: Changing Bodies, Growing Up, Sex, and Sexual Health, by Robie H. Harris, Grandpas Pride, by Harry Woodgate, and S.E.X: the all-you-need-to-know progressive sexuality guide to get you through high school and college by Heather Corinna. While all of these books do contain nudity and sex, and conversations around gender and queerness, they are presented in the name of education, and not in an erotic way.
Not that such nuance matters to Van Der Mark.
The resolution stated that “No City Library or other City facility shall allow children ready access to books and other materials that contain any content of sexual nature.” (City of Huntington Beach Resolution No. 2023-41, 2023) Some critiqued the ambiguous language, questioning what “sexual nature” meant exactly. Many trained librarians who had been educated about reading standards were extremely outspoken on the matter, as their professional opinions were not being taken into account.
California Governor Gavin Newsom signed Assembly Bill 1955, otherwise known as the SAFETY Act, prohibiting California public schools from disclosing a student’s sexual orientation or gender identity to parents without the student’s consent. In an effort to counteract this measure, Van Der Mark introduced and, by a 4-3 vote, approved an ordinance declaring that Huntington Beach is a “parents’ right to know city.” Under this ordinance, educators, or other entrusted adults working with children, may not withhold information relating to a child’s sexual orientation, gender identity, or gender expression to parents with or without consent from the child. However, because California public schools are governed by state codes and school districts, municipal city councils have no actual legal authority over them. Because of the SAFETY Act being in place, Huntington’s resolution cannot fire, fine, or otherwise hurt educators or other entrusted adults who violate the ordinance. Instead, the ordinance serves more as an indicator to outsiders of who the Huntington Beach City Council is, and as a legal basis for suing under state law.
Finally, in 2023, Van Der Mark imposed a ban on mask and vaccine mandates in the city. This ban came at a time when the state of California, Orange County, and Huntington Beach had no active mandates for masks or vaccines, as those mandates had ended earlier in the year and there were no plans to revive them. While this mandate was city-wide, there were exceptions. Individuals who actively had COVID-19, or private businesses, had the right to set their own mask and vaccine rules. Just like the “parents’ right to know city” this resolution did not actually do much, as again, there was no mask and vaccine mandate in place when this resolution was put into action. It was mainly put in place to block potential future mandates and protest the government’s role in Huntington.
Van Der Mark is now running for the state assembly district 72. Stretching along the coast from Seal Beach to Laguna Beach and inland toward Lake Forest, District 72 is a large area that Van Der Mark may well wind up rerresenting. If elected, she would introduce, debate, and vote on bills, consult on the state budget for programs like healthcare, public safety, schools, and more. She would provide oversight to make sure laws are being enforced and implemented correctly, and assist residents with issues involving state agencies.
God help us.
Meg Corsi is a Chapman undergrad and founder/editor of Infected Magazine.
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 frequently argue that price inflation doesn’t matter; we should target NGDP. I’ve also argued that if we must target inflation, it is wage inflation that matters. Because nominal hourly wages are sticky, a sudden drop in NGDP will tend to result in fewer hours worked, not lower nominal wages. In 1995, I published a paper in the obscure Journal of Business and Economics advocating using monetary policy to target an index of nominal wages. And I wasn’t the first:
Thomas Attwood (1818) and John Rooke (1819; 1824) appear to have been the first to suggest that the central bank attempt to maintain a stable aggregate wage level. They argued that since nominal wages tend to be sticky in the short run, deflation can result in substantial periods of unemployment. The best way to avoid long and painful adjustments in the aggregate nominal wage rate is to establish a monetary policy that precludes the need for such adjustments. In this view, the (presumably more flexible) price level would act as a shock absorber to accommodate required changes in the aggregate real wage rate. The nominal wages paid by individual firms would still be allowed to fluctuate according to local conditions.
More recently, Hawtrey (1932), Glasner (1989), and Selgin (1990) have discussed several other possible advantages of wage index targeting. Hawtrey and Selgin evaluate a broad range of policy targets ranging from a policy of stabilizing total income (GDP targeting), to a “productivity norm” (stabilizing income per capita), to a policy of stabilizing factor prices. Glasner proposes a “labor standard” that would explicitly target the aggregate nominal wage rate.
AFAIK, Attwood and Rooke were the first people to advocate any sort of monetary regime that targeted a macroeconomic aggregate, and this was done roughly a century before Irving Fisher’s famous “Compensated Dollar Plan”. Although I did not know it at the time, Earl Thompson (1982) revived modern interest in wage targeting with a brilliant working paper that was never published. The best two-page economics paper ever written?
So why has wage targeting never caught on with the broader economics profession? David Beckworth directed me to a 2021 paper by Basil Halperin, which shows that much of the economics profession is operating under a misconception, the idea that the sticky wage theory of recessions has been discredited by a mix of theoretical and empirical studies. In fact, the most well-known arguments against the sticky wage model were refuted decades ago, but few people paid attention. Here is Halperin’s summary of the paper:
TLDR:
Intuitively, wage stickiness seems more important than price stickiness
The first microfounded ‘new Keynesian’ models did use wage stickiness, not price stickiness; but in the mid-1980s there was a transition to sticky price models, which dominate today
But that transition was based on a set of arguments which today are regarded as wrong!
The policy implication: Taking wage stickiness seriously implies we should ensure stable nominal wage growth, not stable price inflation
Halperin suggests that the switch to sticky wage models was based on two factors:
Two critiques of sticky wage models led to the adoption of sticky price models:
The empirical critique that aggregate real wages were basically acyclical, and
The theoretical “Barro(-Hall) critique”
At the time, it was wrongly believed that sticky wage models implied countercyclical real wages. During a recession you might expect real wages to rise as prices fell at a time when nominal wages were stable, and this would lead firms to lay off their now more expensive workers. In that case, you would expect to see high real wages during recessions, and vice versa. Halperin points out that this assumption was incorrect for no less than three reasons, with the first one being my favorite:
1. Identification: the source of the shock matters!
Recessions caused by tight monetary policy should cause real wages to increase and be too high, leading to involuntary unemployment. Recessions caused by real supply-side shocks should cause real wages to fall and nonemployment to rise.
If the economy experiences a mix of both, then on average the correlation of real wages and recessions could be anything.
Maybe in 1973 there’s an oil shock, which is a real supply-side shock: real wages fall and nonemployment rises (as in the data). Maybe in 2008 monetary policy is too tight: real wages spike and unemployment rises (as in the data). Averaging over the two, the relationship between real wages and unemployment is maybe approximately zero.
This view was around as early as Sumner and Silver (1989) JPE, where they take a proto-“sign restrictions” approach with US data and find procyclical real wages during the real shocks of the 1970s and countercyclical real wages during other recessions.
But: while Sumner-Silver was published in the JPE and racked up some citations, it seems clear that, for too long a time, this view did not penetrate enough skulls. Macroeconomists, I think it’s fair to say, were too careless for too long regarding the challenge of identification.
My sense is that this view is taken seriously now: e.g. in my second-year grad macro course, this was one of the main explanations given. At the risk of overclaiming, I would say that for anyone who has been trained post-credibility revolution, this view is simply obviously correct.
Shorter version: Never reason from a price level change.
Why did it take so long for the Sumner-Silver paper to “penetrate skulls”? I think Halperin is being polite. While the JPE was the top economics journal back in 1989, the authors of that article were teaching at an obscure college. Pedigree matters.

Dr. Erica Schwartz will be the first Black woman to lead the Centers for Disease Control and Prevention, promising that she will show “radical transparency and unwavering scientific integrity” in the role. But she faces political headwinds and practical challenges as she starts the job.
Schwartz, who was confirmed Wednesday by the Senate to run the federal agency that primarily responds to infectious diseases, is expected to balance a public commitment to evidence-based policy and how that might clash with the requests of her new boss, Health and Human Services Secretary Robert F. Kennedy Jr.
A CDC director has typically overseen coordination between the federal government and states during disease outbreaks and other public health emergencies. The job has also entailed approving vaccine policy changes and ensuring accurate health data collection.
But the role has been reshaped under an administration that has questioned trust in government institutions, particularly after a global pandemic that generated right-wing outrage over mask mandates and other COVID-related policies.
President Donald Trump nominated Schwartz — who has served in the U.S. Navy, the U.S. Public Health Service Commissioned Corps and as chief medical officer for the U.S. Coast Guard — but the CDC reports to HHS. Although Schwartz told senators during a July 15 confirmation hearing that she would “follow the science wherever it leads,” she deflected inquiries on whether she would stand up to Kennedy or Trump if she was asked to act in ways that countered scientific evidence.
“She’s trying to walk the tightrope of keeping all of her bonafides: tons of experience, all the background you would want, good relationship with the medical public health community — while also continuing to have the support of the person and people who nominated her,” said Diana Z. O’Brien, a political science professor at Washington University in St. Louis who studies women’s political representation.
Schwartz — who served as deputy surgeon general during Trump’s first term — said neither the president nor the secretary would put her in a problematic position, a response that some senators repeatedly challenged given the firing of Schwartz’s predecessor, Susan Monarez. Monarez said Kennedy, an anti-vaccine activist, terminated her after an August 2025 meeting in which she refused to prematurely approve vaccine policy changes. Kennedy has refuted Monarez’s claim.
Republican Sen. Bill Cassidy of Louisiana, a doctor who was a key vote for Kennedy’s confirmation but has since criticized several of his policy actions, tried to get Schwartz to commit to standing firm.
“We need a CDC director that will actually stand up to crazy, stupid things being said that undermine faith in immunization,” he said. “Are you the person? And I’m being very direct here, because obviously I feel like we’ve got thousands of kids hospitalized because people have promoted that immunization is bad, and now kids have died because of it. It is evil to do that, and people persist. You are the bulwark, so I’m asking: Will you have the ability and the firmness to stand up to that political meddling, to say, ‘No, that’s wrong, and this is right?’”
Schwartz responded: “You have my assurances that I will continue to lead by my integrity. I will never compromise on the science. I will always, always have the public’s health in mind.”
Cassidy later voted to advance Schwartz out of the health committee that he chairs, a key step for her nomination to reach a full Senate vote. Most Senate Democrats on the committee voted down her nomination.
Schwartz is taking over a beleaguered agency battling multiple public health emergencies, including a measles outbreak and climbing cases of cyclosporiasis, a parasitic infection which causes explosive diarrhea. That all comes amid proposed budget cuts to the CDC that have led to staff cuts and weakened some public health programs. Morale among employees is reportedly low, particularly after a deadly shooting at its Atlanta headquarters last year that officials say was driven by misinformation.
Nadia E. Brown is a government professor and director of the Women’s and Gender Studies Program at Georgetown University who studies Black women’s politics. She said Schwartz’s nomination reminds her of the glass cliff theory of organizational leadership — the idea that companies appoint underrepresented leaders at times when they are struggling or facing a crisis. Schwartz brings extensive experience to the job, having served as deputy surgeon general during Trump’s first term and more recently working at UnitedHealth Group along with board roles at several health-related companies. She committed to resigning from those roles if confirmed.
Still, Schwartz is Trump’s third nominee for CDC director. Trump withdrew his first pick, Dr. Dave Weldon, amid reports that senators were critical of his anti-vaccine views. His second nominee, Monarez, was approved by the Senate in July 2025 only to be fired a month later. The agency has not had a permanent leader for nearly a year.
“It’s become a polarized position when it wasn’t,” Brown said. “We know that the country is deeply racialized and gendered, and Black women face misogynoir. And so if she fails, there’s already a built-in trope into why she fails, right? But there’s also an already built-in trope about, ‘Well, try her. What else do we have to lose?’”
There may also be some opportunities for Schwartz. During her confirmation hearing she expressed support for the Make America Healthy Again platform that is credited with elevating Kennedy’s profile and later helping Trump return to the White House. Her public backing of healthy eating and tackling chronic disease could help Trump ahead of a midterm election year that is perceived as having limited policy wins.
But O’Brien said that, too, carries pitfalls.
“Black women have not had the opportunity to be the face of Make America Healthy Again, even though in the abstract we should be prioritizing Black women’s health,” she said. “But they’ve not gotten to be the face of that movement, and she may just face an uphill battle with the core MAHA people, even if she’s able to bolster support among CDC and among the broader polity.”
Schwartz is already facing criticism from some of Kennedy’s staunchest supporters. Aaron Siri, an anti-vaccine activist who has served as a personal attorney for Kennedy, reportedly called Schwartz “the queen of mandating vaccines” — a point highlighted during her hearing when Democratic Sen. Angela Alsobrooks of Maryland asked Schwartz how she would respond to people who do not support vaccine mandates. Schwartz has a history of supporting vaccine mandates for military servicemembers.
“I want to be the CDC director for all Americans. I don’t want to be the CDC director just for Americans that believe in vaccines. I want to be the CDC director for Aaron Siri and people that have concerns about vaccines,” she said.
Almost immediately, Siri responded on social media with a message for Schwartz to “contact my office with proposed dates and we will book a ballroom in DC for a full day ‘open and transparent debate.’”
Schwartz also told lawmakers that mRNA technology — which helped develop COVID-19 vaccines and could address a range of diseases — “is safe and effective.” Kennedy last year canceled federal funding for mRNA vaccine research, claiming the technology poses more risks than benefits for certain respiratory viruses. Public health experts have warned the move could harm the nation’s response to future pandemics.
Brown pointed out that Schwartz as a Black woman needed an impeccable resume — her education includes a medical degree, a master’s degree in public health and a law degree — to even be considered for the job while others in the Trump administration have a history of limited experience for key governmental roles. But those credentials can only get someone so far amid such distrust in science.
“In order to be a Black woman who gets this, she had to come in with an absolutely perfect pedigree,” she said. Normally that would help her, but this is just a very unusual situation where, for the MAHA people, it’s not a good pedigree because it’s too much in the conventional scientific community.”
Adia Wingfield is a sociology professor at Washington University in St. Louis who studies racial and gender inequality in the workplace. She said Schwartz’s goal of restoring trust and bringing transparency faces a high bar in this political climate since public trust in a variety of institutions — Congress, media, universities — is declining.
“Certainly the CDC is not immune from that. So taking on the task of restoring trust to an institution that has been besieged for quite some time is a pretty lofty goal. And that’s not to say that she couldn’t achieve it, but that’s just to say that I think the headwinds are probably against anybody taking on that role,” she said.
The challenge may be exacerbated by Schwarz’s race and gender.
“As a Black woman, I think failing or being unable to achieve those goals in the ways that she has set out would take on additional resonance because of how few Black women have held either that position or tend to hold these types of positions in society at large,” Wingfield said. “It becomes reflective of the group membership, not necessarily of the individual, and that allows for drawing attention away from the bigger structural factors that make it difficult to do the job in the first place.”
This article was originally published by The 19th on August 5, 2026.
“FREEDOM OF THE PRESS IS NOT JUST IMPORTANT TO DEMOCRACY, IT IS DEMOCRACY.” – Walter Cronkite. CLICK HERE to donate in support of our free and independent voice.
The post The First Black Woman To Lead the CDC Will Face an Uphill Battle in Restoring Trust appeared first on DCReport.org.

The FCC is turning to Space Bureau deputy chief Jennifer Gilsenan to keep its satellite regulatory overhaul moving as Jay Schwarz prepares to retire as its chief later this month.
The post FCC Space Bureau deputy takes the reins amid licensing overhaul appeared first on SpaceNews.

New chief takes command as the Space Force prepares for rapid growth, acquisition reforms and Golden Dome
The post U.S. Senate confirms Schiess to lead Space Force appeared first on SpaceNews.

The European Commission has reached an agreement with an industrial consortium to proceed with a secure connectivity constellation, increasing the number of satellites as well as its cost.
The post Europe increases size and cost of IRIS² constellation appeared first on SpaceNews.

Sens. Cortez Masto and Britt propose expanded space wargaming and an unclassified assessment of China's commercial space sector
The post Bipartisan Senate bill would sharpen Space Force training for conflict with China appeared first on SpaceNews.
Links for you. Science:
Were there tiny dinosaurs? New study explores one of evolution’s biggest mysteries
Economic Impact of the 2025 New Mexico Measles Outbreak: Highlighting the Cost of Efforts to Prevent Future Outbreaks
We Only Know Her as Mei
Schwartz confirmed as CDC director after bungling confirmation hearing
Association Between First MMR Vaccination Before Age 2 Years and Childhood Autism in a U.S. EHR Cohort of 2.5 Million Children (no association…)
COVID can wake up a slew of dormant viruses inside you
Can long COVID be prevented? Two drugs finally show promise (it’s very weird how metformin isn’t seen as a potential anti-viral for COVID, despite the data)
Other:
Collaborating With the MAHA Movement Is a Terrible Idea
Trump Administration Has Repeatedly Confessed in Court to Withholding Money From Blue States
The Populist Left Has a Theory. We’re All About to Test It.
Why Gaza became a litmus test
GOP Senators vote to hold Anthony Fauci in contempt of Congress for pleading the Fifth during tense hearing
The Metropolitan Museum of Art Is Making a Very Bad Mistake
Paying for News Is Cheaper Than Not Having It
A Trans Woman Pulled a Gun and Started a ‘Stand Your Ground’ Debate
Trump administration accused of ‘destroying’ Reflecting Pool evidence after lawsuit sheds light on construction damage
The Good News Trump Won’t Mention
Running On Empty
The US is Still No-Vacation Nation
Lawmaker Who Wants Data Center Pause Wins Kansas Democratic Primary
The real energy use of agentic AI
Waymo expands D.C. footprint amid lobbying for council bill
The Secrets of Ranch Dressing, America’s Sauce
On Jeanine Pirro and Moral Collapse
Senators demand crackdown on wildfire “prediction market” bets
When ICE detained two Iranian sisters, an LA pastor answered the call
Rep. Max Miller Has a History of Withholding His Daughter’s Blue Bunny
Abdul El-Sayed: “The Power of Our Many Is Greater Than the Power of Their Money”
Governing without Accountability: Trump only wants to be President of some of America, not all of America
Bidenomics Was More Successful Than People Think
‘Is she even allowed to be doing this?’: Inside a [Trump-appointed] federal judge’s side gig running a PR firm
Ford’s first ultra-cheap EV is called Fathom, a full-featured truck for $28,350
Trump Abruptly Changes Course on Renovation, Undoing Weeks of Work
Nara Smith, Lindsay Clancy, Max Miller—and Our National Reckoning on Motherhood
Israel’s Fault? The Conspiracy Theory Surrounding Spain’s Ceuta Border Crossings
The first two deaths related to the multistate outbreak of cyclosporiasis have been reported from Michigan, though both had conditions that may have amplified dehydration issues prompted by the lettuce-borne illness.
Death from cyclosporiasis is considered uncommon, but the spread of the illness is now widespread, with cases now in 15 states. In Michigan alone, there are 11,234 cases, including 193 hospitalizations. Nationwide, the Centers for Disease Control count 18,000 cases of explosive diarrhea, intestinal infection and resulting dehydration.
The illness is known to exist during spring and summer, but this year’s numbers are much higher than normal. Its specific cause is a single-celled parasite that lives exclusively in humans and causes particularly violent diarrhea. Infection is almost always through ingesting food or water contaminated with feces — improper sanitation at farms or food processing facilities. Failure to provide field workers with adequate toilets or sinks can mean outbreaks.
Since the disease emerged a few weeks ago, there has been effort to identify its origin with efforts centering on Taylor Farms irrigation and operations in Mexico. Taylor Farms, which issued a recall, distributes iceberg lettuce mostly to market chains and restaurants across the Midwest. Early on, news reported that Taylor Fresh Farms was a million-dollar donor to Trump political causes and noted that while there is scrutiny of the food problem, there has been none by prosecutorial agencies.
There has been relatively less focus on whether the probabilities for problems with this food-borne disease – as with contagious illnesses more generally – were worsened by administration budget cuts and Elon Musk’s DOGE attacks on government inspectors since Donald Trump took office in 2025.
Health and Human Services Secretary Robert F. Kennedy Jr. has ballyhooed a change in the nation’s basic food pyramid to emphasize more meat, dairy and unprocessed foods, but has been light on concerns about the rise of actual diseases like measles, flu, and communicable illnesses. Together with the Department of Government Efficiency “chain saw” approach to government services, Team Trump has attacked vaccines, medical research, CDC warnings and operations, and more.
The Trump administration has targeted many supports that keep the Affordable Care Act afloat, as well as undercutting Medicare, Medicaid and health-adjacent programs for food stamps. It has cut foreign AID efforts almost entirely, affecting health and food concerns globally.
Last July 2025, the CDC quietly changed the monitoring of cyclospora from mandatory to optional in Foodnet, its pathogen-tracking partnership with 10 state health departments, the U.S. Department of Agriculture and the Food and Drug Administration
In The American Prospect, writer Ryan Cooper says baldly, “Trump has wreaked havoc on American food safety infrastructure.”
New Republic and Wired argue that in the name of eliminating “waste,” DOGE cut the office meant to monitor cyclospora from 11 employees to three. Instead, we now have human “waste” of a different sort, allowing one unnamed senator to label what is going on as “DOGE shit.”
Scientist Joel Barratt, who formerly led that operation, told Wired that it’s not only cyclospora at risk, but other more dangerous pathogens, including screwworms and measles viruses. This week, two restaurant chains pulled jalapeño peppers after salmonella reports.
Cooper’s analysis details how the administration devastated American food safety and public health infrastructure in ways relevant to the outbreak, though the White House continues to say that cuts in funding did not impact response to cyclospora at all.
Cooper argues that when agencies are staffed, we don’t hear about health threats. In DOGE’s hands, lack of threat translated into targeting of waste.
As part of his initial wholesale attack on food safety, Trump dissolved a Department of Agriculture National Advisory Committee on Microbiological Criteria for Foods meant to provide scientific advice and coordinate best practices for defending against dangerous microbes. Over a year, the USDA’s Food Safety Inspection Service had lost 913 staff, while the Food and Nutrition Service lost 564. The agency’s National Advisory Committee on Meat and Poultry Inspection was also axed. More than 20,000 workers left USDA last year.
Among public health agencies, the CDC has lost nearly 3,000 under Trump, while the Food and Drug Administration has lost more than 4,000. Food safety inspections have dwindled as a result. In February 2025, then FDA Deputy Commissioner Jim Jones resigned from the agency’s Human Foods Program, which monitors food safety, after dozens of his workers were sacked.
Trump has bragged of telling corporations he is eliminating regulations, seemingly inviting corporate workarounds for now-eliminated safety and environmental concerns.
State health departments are trying to replace federal services. Stat News says most state health departments are not really equipped to collect and compare case information across multiple states. Coordinating national responses to national problems is the most basic responsibility of the federal government, and under Trump it just is not happening.
Eliminating half the National Weather Service’s forecasting balloons over “waste” concerns has demonstrably worsened preparations for sudden storms. It is not a difficult leap to conclude that the same is coming true for food safety.
“FREEDOM OF THE PRESS IS NOT JUST IMPORTANT TO DEMOCRACY, IT IS DEMOCRACY.” – Walter Cronkite. CLICK HERE to donate in support of our free and independent voice.
The post DOGE Skipped Food Safety Warnings appeared first on DCReport.org.
I only recently learned what it is really about, namely very rapid travel into space and time dilation mattering for the return voyage.
I had never before listened carefully to the lyrics. I heard the “’39” reference at the beginning, the mention of volunteeers sailing away, and the general nostalgic British music hall mood to the piece, and assumed it concerned the Second World War. But no, the volunteers sailing away are going to the stars, and their eventual return to the Earth will be for them a sad and tragic event, as everything they had known will be gone. You can listen to the song here.
Here is one of the most direct excerpts:
In the year of ’39 came a ship in from the blue The volunteers came home that day And they bring good news of a world so newly born Though their hearts so heavily weigh For the Earth is old and grey, little darling, we’ll away But my love, this cannot be Oh, so many years have gone though I’m older but a year Your mother’s eyes, from your eyes, cry to me
Here are the full lyrics. Brian May, who wrote the song, is not only a wonderful guitarist but he has a PhD in astrophysics.
p.s. no synthesizers!
The post The Queen song ’39 appeared first on Marginal REVOLUTION.
2. “Books that Tyler Cowen probably would like.”
3. The tenure dismissal of Sanjay Reddy (NYT).
4. Dell and Rambachan NBER video on the economics of AI. I have yet to view, but “self-recommending.”
5. Anton Leicht on AI and how the concentration of power will evolve. Very good piece.
6. Universities would prefer not to.
7. Which polities can you really trust?
8. GPT 5.6 is working on social choice theory.
9. OpenAI 37-minute talk on the Book of Exodus.
The post Friday assorted links appeared first on Marginal REVOLUTION.
Not a good week at all. As of Friday 9am, D.C. had reported four new homicides this week, and one homicide that occurred a couple of weeks ago, bringing the total for the year to 63*. Last year, during the same time period, we had 97 homicides, and in the surge year of 2023, there were 160 homicides during that time. The good news is that other crime categories declined this week.
At this point, it is unclear if we will achieve another 33 percent drop in homicides for the third straight year–the last several weeks have been brutal, and we would need to see dramatic declines in homicides to about one per week for the rest of the year to continue the trend that began during the Biden administration.
Here’s to hoping that next week gets us back to a zero homicide week.
*Three of the 66 murders reported this year actually occurred in other years (e.g., a missing persons case from 2023 turned into a homicide case this year with new evidence).
Through data brokers, ICE is buying the information you provided to open a credit card.
An interesting paper from French economists, including recent Nobelist Philippe Aghion, looks at the savings from a predictive machine-learning model applied to wastewater treatment:
This paper studies the environmental effects of a specialised AI aeration-control system deployed across French wastewater treatment plants operated by a global leader in water supply services. Exploiting quasi-experimental variation in both the timing of adoption and outages, we estimate the causal impact of AI on electricity use, carbon emissions, and energy expenditures. We find that full-time AI control reduces plants’ electricity consumption and carbon emissions by 5.4% and 6% respectively, and energy expenditures by 8.2%, resulting in negative abatement costs, while also improving water effluent quality. The additional electricity demand generated by AI models represents less than 1% of these savings. Beyond these effects, AI-equipped plants prove more resilient to high operational stress during extreme meteorological events and chemical pollutant peaks. They also improve load management by reallocating electricity consumption from peak to off-peak hours. Finally, we use the DICE model to assess the aggregate implications of our findings
in three diffusion scenarios. We find substantial global welfare gains from the CO2 reductions associated with this industrial AI use case.
One annoyance: The authors frame the paper as a contrast to worries about AI’s energy use and environmental impact. But those objections are almost entirely innumerate and pretextual and casting the paper as a rebuttal lends them more credibility than they deserve.
One note: Don’t misread the “less than 1%” line as being in the same units as the 5.4%, 6%, and 8.2% figures above it — it isn’t a comparable percentage-point offset. It means the AI system’s own electricity draw is a rounding error next to the savings it generates.
More generally, the effect of AI will be through many, many improvements of this nature.
The post AI and Marginal Revolutions in Wastewater Treatment appeared first on Marginal REVOLUTION.
There is no longer a presumption of regularity
Lately Donald Trump has been raging against several of his own appointees. He has publicly raged against the attorney for DC Jeannine Pirro, for admitting that the failure of the Reflecting Pool was due to shoddy work by Trump’s chosen contractors, and for dropping charges against David Hearn and supposed saboteurs. He has raged at RFK Jr. for not making a stronger case for the false link between vaccines and autism. And according to the Washington Post, Trump has privately raged at Pete Hegseth, the defense secretary, for misleading him about the state of U.S. munitions, which have been critically depleted by his failed war on Iran.
These may sound like unrelated stories, linked only by the fact they all involve presidential tantrums. In a larger sense, however, they are part of the same story — what happens when a government operates entirely in bad faith, never telling the truth about what it is doing or why. Inevitably, officials in such a government don’t merely lie to the public: they lie to each other too. As a result, they can’t govern effectively, even in the pursuit of evil.
Legal scholars have a term of art, the “presumption of regularity,” which means that one assumes that the government is generally honest when undertaking legal proceedings.
Thus, if the Department of Justice brings charges against an individual, the historical presumption has been that there must be a good basis for those charges. In other words, that they aren’t simply a vindictive prosecution of one of Trump’s perceived enemies. When DOJ succeeds in securing an indictment from a grand jury, the historical presumption has been that government lawyers secured that indictment honestly, presenting the grand jury with complete and accurate information.
Under Trump II, this presumption is no longer reasonable — and the courts have begun to acknowledge this reality. In a number of recent cases judges have demanded information about what the government told a grand jury or dismissed charges because the government was clearly engaged in vindictive prosecution. At this point the Trump administration’s word is worth nothing, or less than nothing.
The same is true on broader policy issues. After most of its initial tariffs were ruled illegal, the administration reimposed them by claiming that more than 60 nations are engaged in “unfair trade practices” because they aren’t doing enough to block “the importation of goods produced with forced labor.” It’s safe to say that literally nobody believes this rationale, or for that matter believes that the Trump administration has any objection to slave labor. It’s all being done in sneeringly bad faith.
Domestically, the administration is denying food stamps to millions of poor Americans, many of them children. The alleged rationale is that this is a crackdown on fraud. Yet the real rationale is that this administration doesn’t want to help anyone afford to put food on the table, whether or not they’re legally entitled to aid. Similarly, the administration has denied FEMA aid to blue states, not because the claims are fraudulent, but to punish blue states for being blue.
So this is an administration of lying liars. But we knew that. The new information is how much this administration lies to itself, and the disasters this creates.
Trump’s war on Iran has been an epic disaster on many fronts. One of the most damning is the fact that the U.S. military has squandered a huge share of its precision munitions, drastically undermining national security in a matter of months. One obvious question is why Trump didn’t move much sooner to conserve interceptor missiles etc., either by calling off the whole war or at least by calling off actions that used up already depleted stockpiles of weapons like ATACMs.
Most attempts to answer that question focus on deranged Trump syndrome — his pathological inability to admit failure, which has led him to double down even as he runs out of ammunition. But it now appears that a contributing factor may be that he didn’t know how bad things were, because Hegseth lied to him, telling him that the munitions problem had been “fixed.” Hegseth, you won’t be surprised to learn, blames his own deputy, Stephen Feinberg. And to be fair, it’s quite possible that Hegseth’s staff were misleading him even as he misled Trump. Last week, in a post about the Putinization of the U.S. military, I cited a Telegraph article about a “culture of silence” at the Pentagon, in which nobody wants to tell Hegseth things he doesn’t want to hear.
It’s liars all the way down. The fact is that it isn’t possible for an administration to be completely dishonest with the courts and the general public while being honest with itself. Do you believe that when Trump boasts about $18 trillion in foreign investment, Kevin Hassett, the administration’s top economist, quietly tells him, “Just between you and me, Mr. President, that number comes out of nowhere, and even the investment promises we have received are vaporware”?
Of course not. This is an administration in which to serve is to abase yourself constantly, rendering fealty to Dear Leader, lying to your colleagues and lying to the American people. And if this administration doesn’t like the official government reports that are detailing the many disasters it has caused, it just quashes them .
So the Iran War is just the most visible of many ongoing, self-inflicted disasters perpetrated by this administration. Furthermore, Americans should be prepared for more chaos and mendacity, because we are governed by people who, just like Trump, are unwilling to acknowledge the truth. Unfortunately, things can get worse – and they probably will.
MUSICAL CODA

The hunt for Bigfoot sounds like the opposite of good science, but those pursuing the creature are often serious empiricists
- by Andrew Bartlett & Jamie Lewis
Here is the audio, video, and transcript. Here is from the episode summary:
Julia joined Tyler to discuss why so many of Russia’s great constructivist painters were women, why the tsarist government established women’s medical courses in 1872, changing attitudes towards abortion and birth control in the 20th century, why the Soviet regime turned prudish, how Khrushchev’s plan to “replace the dead” institutionalized single motherhood, Russian superwomen, why Jewish men were a prized commodity amid rampant antisemitism, the cultural significance of flowers, why a few Russian names still dominate, why Russian women think Western feminists have their priorities backwards, how gender attitudes and autocracy feed into each other, three underrated Russian novels, what she wants to write about next, and more.
Excerpt:
COWEN: I’m sure you’ve noticed that quite a few American men will marry Russian or Soviet women, but not so many American women want to marry Russian or Soviet men. It’s a kind of market test, right? Why exactly are the men so bad? Why are they such louts? Maybe that’s a rude way to put it, but surely in one’s mind, one asks that question, right?
IOFFE: It’s a question that a lot of us who were living in Moscow in the late aughts and the teens were asking that all the time. I remember a friend of mine, a male Western TV correspondent, saying, “The women are so gorgeous here, but the men are so ugly and unfashionable.” He had lived all over the place and worked all over the place, and he said, “I’ve never seen such disparity,” and it was true.
The women like me, Western women who were living and working in Moscow at the time, said, “We’ll just wait till we get home.” I think it’s because of what I talked about before, or what you and I talked about before, which is that so many men were killed in the first half of the 20th century, and so few demands were placed on them because they were seen as an endangered species, in general. They were a resource to be fought over and protected.
In 1968, when the West was undergoing a sexual revolution, and women were fighting for more rights, more equality, the Soviets were talking about saving the men, protecting the men, and saying, “We’ve done enough for the women, but our men die young.” That’s after a lifetime of alcohol abuse, smoking, being largely irrelevant in the home, and obviously politically, because it’s a totalitarian system, so let’s work on protecting them.
Soviet men, and then Russian men, became these coddled, spoiled children essentially, where on one hand, so little was asked of them that it’s the bigotry of low expectations. So little was asked of them, and very little was expected of them, and they rose to meet those very low expectations.
On top of that, the idea of what made a man a manly man in Russia is he’s physically strong, but he dies a young death, or he dies an early death. He drinks a lot, he smokes a lot, he’s reckless, he’s careless, and takes a lot of risk, and that usually means an early death. If you have fewer men to begin with, and as a Russian woman, you see them dying early, and you’re fighting over them, what is the impetus for men to take care of themselves, to act better, be better, if there’s always going to be a beautiful, super competent woman to take him if you don’t want him?
COWEN: These points you’re raising, historically, do you feel it’s been quite different for Soviet and Russian Jews or the same?
IOFFE: I think it’s a little bit different. The caveat is, and I hate that I have to say this, Jews are people too, and subject to the same social forces that everybody else is, but culturally, Soviet Jews were more educated as a rule, more urban, and culturally came from a very family-centric tradition. Russian women, actually, for all the intense antisemitism in the Soviet Union, in Russia, Jewish men were actually a prized commodity for Russian women.
COWEN: With ethnic Russian women?
IOFFE: Yes. Ethnic Ukrainian women, you name it, because the cultural stereotype was that Jewish men don’t drink, they don’t hit you, they are family-focused, family-oriented, they’re involved fathers, they bring their money home, they don’t waste it at the bar or on bottles of vodka with their buddies. That’s the kind of man you would want as a husband. Ironically, the same polls that will tell you that Russians would want their daughters to marry a Jew will tell you that they don’t want their president to be a Jew.
One of my favorite episodes of the year, interesting throughout, and I very much enjoyed Julia’s book Motherland: A Feminist History of Modern Russia.
The post My excellent Conversation with Julia Ioffe appeared first on Marginal REVOLUTION.
At the top and bottom of the planet, the seasons arrive on a schedule all their own. Satellite data from a mission measuring infrared energy reveal just how differently—and how dramatically—surface temperatures swing across two full years at the poles.
In this animation, surface temperatures across the Arctic and Antarctic pulse between cold (dark blue) and milder to warm (lighter blue to red). Data for the animation come from NASA’s PREFIRE (Polar Radiant Energy in the Far-InfraRed Experiment) satellites. The mission’s twin CubeSats began collecting science data in July 2024 and have now captured two complete seasonal cycles at each pole.
Because the two poles sit in opposite hemispheres, their seasons occur at opposite times—and the swing between seasons differs, too. In the Arctic, cold, dark winters give way to summers warm enough to thaw vast stretches of tundra and sea ice. In Antarctica, Earth’s coldest continent, summer temperatures rarely climb above freezing before the bitter cold of winter returns.
Surface temperatures, and how they fluctuate, offer a window into Earth’s energy budget, the net flow of energy into and out of the Earth system. Sunlight absorbed by the surface is re-radiated as infrared heat, which bounces between Earth’s surface and atmosphere before escaping to space. The poles play an important role in this process. Atmospheric and ocean circulation carries excess heat absorbed in the tropics toward the poles, where it radiates away to space, helping regulate the planet’s temperature.
“By measuring invisible heat radiating from Earth’s coldest places, PREFIRE is helping scientists understand why the poles are changing so rapidly, and what those changes might mean for the rest of the planet,” said Chad Greene, a glaciologist at NASA’s Jet Propulsion Laboratory.
Scientists have long known that far-infrared radiation accounts for nearly 60 percent of the energy Earth loses to space, but that portion of the spectrum—invisible to human eyes—had never been comprehensively measured on a global scale. By directly tracking this invisible energy in near-real-time, the PREFIRE mission is helping scientists refine models and gain a better understanding of the Earth system.
“Weather systems, river flows, shipping routes, and ice sheet stability are all influenced by energy movement in a part of the spectrum that only PREFIRE can see,” said Tristan L’Ecuyer, an atmospheric scientist at the University of Wisconsin-Madison and principal investigator of the PREFIRE mission. “Now that the invisible has been made visible, we can begin to improve weather and climate predictions that industries, our national defense, and Arctic communities rely on.”
Maps courtesy of Chad Greene, NASA/JPL, using data from NASA’s PREFIRE mission. Story by Kathryn Hansen.
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The post Sensing the Poles’ Hidden Heat appeared first on NASA Science.
Mark Gurman, reporting for Bloomberg (gift link):
OpenAI expects users to rely on the smart speaker throughout the day. It will work similarly to the company’s ChatGPT voice mode on smartphone apps, but with more advanced models for humanlike interactivity. The device is designed to learn more about a user over time, letting it tailor conversations and act more like a real person.
The circle-shaped device will include parts that move on their own, according to the people. That will help show when it’s responding and interacting with the user. The goal is to make the object feel more alive than today’s stationary speaker products. The product will have speaker grills and microphones for fielding commands and conversing with users. The battery-powered item will be designed to work in different positions — in a user’s hand, say, or placed on a nightstand or kitchen counter.
OpenAI is also planning to include lights on the device to demonstrate when it’s listening and make interactions feel more personal. A camera system and other sensors, meanwhile, will perceive the surrounding environment and feed visual information into the AI.
This doesn’t sound like a “smart speaker” with lights, moving parts, cameras, and other sensors. It sounds like a robot companion, and a robot companion obviously needs a speaker, amongst its other essential features. It’s like calling R2-D2 “a smart speaker” — it wouldn’t be wrong but it’s missing the point. (You could technically call the iPhone “a smart speaker”.) What the io device seems to be missing is autonomous movement. So you need to carry it around like a mogwai, rather than it following you around or going places on its own. I couldn’t give two shits about an OpenAI “smart speaker” if the point is just to play music and podcasts, but a handheld cross between R2-D2 and C-3PO, that could be fucking cool.
It’s a pet, it sounds like. A revolutionary pet, if they pull it off. And people love their pets.
Meta AI:
We’re excited to release Muse Code (beta), a terminal coding agent powered by Muse Spark 1.2, our newest model. This marks our next step toward the frontier, with larger and much more capable models on the way. [...]
Muse Code takes on complex software engineering tasks across large repositories: planning changes, writing code, and validating the results. It can coordinate multiple persistent subagents for each task, solving difficult problems faster, more accurately, and with less intervention.
Terminal-only (so far), so it avoids the whole native-app-versus-Electron-shit-sandwich debate. They’ve embedded some fun interactive examples of Spark’s output right in the web page.
An interesting twist on pricing is that the model is offered as two different model IDs.
muse-spark-1.2is priced at $1.25/million input and $4.25/million output — close to Gemini 3.6 Flash ($1.50/$7.50) — but if you agree to let Meta use your data “to improve our products” you can usemuse-spark-1.2-contributorwhich is $0.10/$0.20 — a huge discount, closer to GPT-5.6 Luna ($0.20/$1.20) and Gemini 3.1 Flash-Lite ($0.25/$1.50).
That’s over a 10× discount in exchange for giving your data to Meta. I can see the appeal if you don’t care about the privacy of your data and code, like, say, if you’re using Muse Spark to generate code for a throwaway project, or for something that’s open source anyway. But I wonder if Meta has considered that this offer might spook would-be users who absolutely do not want to grant Meta the rights to their data. One would hope that the two systems have a strong firewall between them. But given Meta’s well-established contempt for the sanctity of user data, it’s not at all unreasonable to suspect that the difference here is like reserving a no-smoking seat in an airplane with a smoking section.
Demis Hassabis, CEO of Google DeepMind, the company’s artificial intelligence research lab:
We have arrived at a pivotal moment in human history. I’ve been working towards AGI my whole life and now, like many of you, I feel it is close at hand. It’s critical that we collectively get the next steps right to ensure this all goes well for humanity and we usher in an incredible new age of discovery and wonder.
With this backdrop, I’ve decided that now is the right time for me to hand over my day-to-day operational responsibilities at GDM, so that I have the time and space to focus on the big picture and help influence what is to come to the best of my ability. I will be taking on a new strategic role as Chair of GDM and Chief Scientist of Alphabet, and I’m excited to announce that Koray will be stepping up to lead GDM as SVP of Google DeepMind, in addition to his role as Chief AI Architect of Google.
Google published Hassabis’s letter alongside a letter from Sundar Pichai, and all of this is happening alongside four longtime Google leaders leaving to form a new AI-focused company. The headline of Google’s dual-memo announcement was “The Next Chapter of Our AI Momentum”, and Pichai uses the same word in 10 percent of his 30 sentences (emphasis added):
And you saw the incredible momentum at earnings across all our businesses, including Search, YouTube, and Cloud. […]
Google DeepMind: We are building strong momentum: Flash is in high demand, our Cyber model is live, and Gemma models have surpassed 900M+ downloads. […]
With today’s changes we’re going to keep driving our momentum. Onwards!
Methinks he doth protest too much. If Google really had the momentum in AI that Pichai is declaring, I suspect Gemini might have suggested he’s overusing the word.