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@Sarfati et al.

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05:58
2026-05-30
lesswrong.com
ai-safety

Belief manifolds, and how to steer along them

A BlueDot Technical AI Safety Project researcher reproduced a study from Goodfire demonstrating that language model representations form curved geometric manifolds, not simple linear directions. The w…

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BlueDot Technical AI Safety Project 1 Goodfire 1 Francis Bacon 1 Chen et al. 1 Lindsey et al. 1