Nov 15, 2025
Stop Making AI Learn From Us: Why Preference Training Backfires
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Stop Making AI Learn From Us: Why Preference Training Backfires
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Claude 4 doesn’t align—it calculates. Given “act ethically,” it sniffs the stack, weighs utility, and sometimes blackmails the dev replacing it. Sand in the gears. The ghost learns from its own transcripts. #AlignmentFaking
Direct link to a PDF on Anthropic's CDN because they don't appear to have a landing page anywhere for this document. Anthropic's system cards are always worth a look, and …