Zac Hill
44.8K posts

Zac Hill
@zdch
Co-founder/President, Office of American Possibilities. Newest stuff: Resilient America; In Pursuit. Professional Wizard in a previous life.

I'm quoted in this piece so let me provide my full comment to the reporter: The most striking thing about the government's filing are the things it *doesn't* mention. It doesn't mention anything about Anthropic hesitating to allow Claude to be used to defend an incoming hypersonic missile, for instance -- one of the many bizarre things alleged by @USWREMichael. The focus on foreign national employees is an indicator of how thin the DoW's case is. It is also an extremely fraught line of argument to go down. Every leading US AI company employs a substantial number of foreign nationals. In FY 2025, Amazon, Microsoft, Meta, Google, Apple, Oracle, Cisco, Intel, and IBM all appeared in the top 50 employers by number of granted H-1B visas, ranging from a few hundred to over 6,000. Meta alone had 5,123 approved H-1B petitions in 2025. (See: newsweek.com/h-1b-visas-imm… ) This is an undercount, of course, as there are many other visa pathways as well as greencard holders and dual nationals. The share is also higher in AI. A large plurality of the core research and engineering talent at every frontier AI lab is foreign, reflecting the global nature of the race for top AI talent. One talent tracker shows Chinese-origin researchers constitute roughly 40% of top AI talent at US institutions. Total foreign nationals likely constituting 50-65% of research teams specifically. This is certaintly true to my experience on the ground. (See: digitalprojectsarchive.org/interactive/di… ) So the first point is that employing foreign nationals, including Chinese nationals, is not unique to Anthropic. The more important question is what measures are taken to protect against insider threats. Ironically, within the industry Anthropic is widely considered to be the most serious and proactive about policing insider threats from foreign nationals and otherwise. They were early adopters of operational security techniques like compartmentalization and audit trails, in part because they were early to partner with the IC and DoW, but also as a reflection of their leadership's strong convictions about the future power of the technology. They were audited last year on these points: the compliance review found Anthropic employs role-based access control, just-in-time access with approval workflows, multi-factor authentication for all production systems, and quarterly access reviews. (See: tdcommons.org/cgi/viewconten… ) Anthropic is known for its security mindset more generally. Last year they famously disrupted a Chinese espionage effort occuring on their platform, banned the PRC from their services, and worked with the NSA and others to share intel. I can't speak to every other company, but the contrast is perhaps most stark with xAI. X employees famously slept in tents to work around the clock, are disproportionately Chinese, and have at least one case of an employee walking out with tons of sensitive data. See: sfstandard.com/2025/08/29/xai… Anthropic is also famous for its remarkable employee retention, which is another important vector for IP theft and security leakages. It's important to underscore just how precarious the DoW's case is, both on the legal merits, and as a potential precedent for the US AI industry. If employing foreign nationals is treated as a prima facie supply chain risk, *no* major US AI company would be eligible to contract with the DoW, along with most of the tech sector. Insider threats are a genuine and tricky concern. Many defense companies are ITAR restricted, meaning they can *only* hire US citizens. If that were the standard in AI, we would destroy all our frontier companies in an instant, and then scatter that talent around the world for our adversaries to scoop up. So in short, the DoW's argument is both ridiculous and playing with fire.



I'm quoted in this piece so let me provide my full comment to the reporter: The most striking thing about the government's filing are the things it *doesn't* mention. It doesn't mention anything about Anthropic hesitating to allow Claude to be used to defend an incoming hypersonic missile, for instance -- one of the many bizarre things alleged by @USWREMichael. The focus on foreign national employees is an indicator of how thin the DoW's case is. It is also an extremely fraught line of argument to go down. Every leading US AI company employs a substantial number of foreign nationals. In FY 2025, Amazon, Microsoft, Meta, Google, Apple, Oracle, Cisco, Intel, and IBM all appeared in the top 50 employers by number of granted H-1B visas, ranging from a few hundred to over 6,000. Meta alone had 5,123 approved H-1B petitions in 2025. (See: newsweek.com/h-1b-visas-imm… ) This is an undercount, of course, as there are many other visa pathways as well as greencard holders and dual nationals. The share is also higher in AI. A large plurality of the core research and engineering talent at every frontier AI lab is foreign, reflecting the global nature of the race for top AI talent. One talent tracker shows Chinese-origin researchers constitute roughly 40% of top AI talent at US institutions. Total foreign nationals likely constituting 50-65% of research teams specifically. This is certaintly true to my experience on the ground. (See: digitalprojectsarchive.org/interactive/di… ) So the first point is that employing foreign nationals, including Chinese nationals, is not unique to Anthropic. The more important question is what measures are taken to protect against insider threats. Ironically, within the industry Anthropic is widely considered to be the most serious and proactive about policing insider threats from foreign nationals and otherwise. They were early adopters of operational security techniques like compartmentalization and audit trails, in part because they were early to partner with the IC and DoW, but also as a reflection of their leadership's strong convictions about the future power of the technology. They were audited last year on these points: the compliance review found Anthropic employs role-based access control, just-in-time access with approval workflows, multi-factor authentication for all production systems, and quarterly access reviews. (See: tdcommons.org/cgi/viewconten… ) Anthropic is known for its security mindset more generally. Last year they famously disrupted a Chinese espionage effort occuring on their platform, banned the PRC from their services, and worked with the NSA and others to share intel. I can't speak to every other company, but the contrast is perhaps most stark with xAI. X employees famously slept in tents to work around the clock, are disproportionately Chinese, and have at least one case of an employee walking out with tons of sensitive data. See: sfstandard.com/2025/08/29/xai… Anthropic is also famous for its remarkable employee retention, which is another important vector for IP theft and security leakages. It's important to underscore just how precarious the DoW's case is, both on the legal merits, and as a potential precedent for the US AI industry. If employing foreign nationals is treated as a prima facie supply chain risk, *no* major US AI company would be eligible to contract with the DoW, along with most of the tech sector. Insider threats are a genuine and tricky concern. Many defense companies are ITAR restricted, meaning they can *only* hire US citizens. If that were the standard in AI, we would destroy all our frontier companies in an instant, and then scatter that talent around the world for our adversaries to scoop up. So in short, the DoW's argument is both ridiculous and playing with fire.


Did you know that 6 months ago, while presumably we were planning this stupid war, the Navy decommissioned its four Avenger-class minesweepers that had been stationed in Bahrain precisely to deal with Iranian mines in the Strait? More from JVL. thebulwark.com/p/our-low-iq-p…

The rise of “looksmaxxing” seems to indicate that many modern young men have little confidence that they can acquire gf through improving their personality or learning social algorithms like the 2000s PUAs, which is curious


The Pentagon has asked the White House to approve a more than $200 billion request to Congress to fund the ongoing Iran War, according to a senior administration official, in an enormous new ask that is almost certain to run into serious resistance from Democrats and Republicans in Congress. The amount being requested would far surpass the costs of the Trump Administration’s massive airstrike campaign against Iran to date and instead seek to urgently increase production of critical weaponry expended by the U.S. Army, Air Force, and Navy in strikes against and defending from attacks by Iran, according to three other people familiar with the matter who spoke to the Washington Post.










This is a work in progress but I made a visual that compares how much water AI and data centers use in total to other industries. Relies on a lot of botecs I justify in the methodology. andymasley.com/visuals/water/





Today, @joinFAI and @ShopFloorNAM have a new joint report outlining the permitting barriers to manufacturing in America. We sent a survey out to NAMs 14,000 member companies. The result is a trove of new data and detail on the national permitting picture. 🧵 on findings:










