Brain mysteries and Bronze Age diplomacy: Books in brief

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MasterChef crisis: Wallace and Torode were 'never friends'

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The open letter is the latest development in the saga between Anthropic and US Defense Secretary Pete Hegseth, who threatened to label the company a “supply chain risk” if it did not agree to withdraw certain guardrails for classified work. The Pentagon has also been in talks with Google and OpenAI about using their models for classified work, with xAI coming on board earlier this week. The letter argues the government is "trying to divide each company with fear that the other will give in.”

A code card for Pokémon TCG Live

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One challenge is having enough training data. Another is that the training data needs to be free of contamination. For a model trained up till 1900, there needs to be no information from after 1900 that leaks into the data. Some metadata might have that kind of leakage. While it’s not possible to have zero leakage - there’s a shadow of the future on past data because what we store is a function of what we care about - it’s possible to have a very low level of leakage, sufficient for this to be interesting.