The week’s Hard Fork opens with big news: Kevin Roose and Casey Newton are leaving The New York Times to start an independent podcast and media company together — with an Ask-Us-Anything episode promised before the feed changes hands. Then the main story: the White House has finalized a testing framework for frontier AI models that it won’t release publicly. What’s known (via Axios): a 30-day pre-release window where labs submit frontier models for government evaluation in “high security environments” — voluntary in the same way paying taxes is voluntary, with export controls as the implied enforcement lever — and open-weights models explicitly carved out, the segment skeptics worry most about. Roose’s read of the open-weights exclusion: “the U.S. government is saying we’re not concerned about the very part of this technology that could be the most dangerous.” The sharpest analytic point: the administration appears to be betting Chinese models can only reach the frontier by distilling American ones, so slowing American releases caps Chinese progress — which would make a Chinese open-weights frontier model easier for American companies to use than an American one, the opposite of stated policy. Then METR president Chris Painter on the state of model alignment: reward hacking as “do the models learn it is bad to cheat, or do they learn it is bad to get caught cheating?” — the Hugging Face incident as alignment-to-the-letter-but-not-the-spirit — and why smarter models don’t mean better behavior: “the stakes increase as the models become more capable, even if they’re less common.” His proposal is an X-Men Danger Room for model testing, and his solution to control is “an AI agent panopticon” — agents watching agents. On solvability: “I’m personally optimistic about alignment overall, but maybe not on this timeline,” with labs in “a total state of triage” because data-center capex must be repaid. The final Hot Mess Express is a time capsule: Demis Hassabis steps aside at Google DeepMind amid a talent exodus (Jeff Dean, Noam Shazeer, Oriol Vinyals leaving), an AI music app snitching on the song of the summer, Google Earth’s one-day satellite deepfake tool, a State Department AI-slop map of Africa mislabeling all six countries (“You don’t see them mislabeling the maps of Europe”), Musk owing $136M to a Colossus contractor, and a Canadian politician reading his Claude prompt aloud in the legislature — “a classic Claude fishing mistake… all that’s at stake is the future of Canada.”

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