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How well do models follow their constitutions?

Zac Boring March 12, 2026 1 min read
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This work was conducted during the MATS 9.0 program under Neel Nanda and Senthooran Rajamanoharan.There's been a lot of buzz around Claude's 30K word constitution ("soul doc"), and unusual ways Anthropic is integrating it into training.If we can robustly train complex and nuanced values into a model, this would be a big deal for safety! But does it actually work?This is a preliminary investigation we did to test this. We decomposed the soul doc into 205 testable tenets and ran adversarial multi-

By aryaj

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