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TopicsScalable Oversight Weak-to-Strong Generalization AI Alignment

Weak models supervising strong models is an informative analogy for humans supervising superhuman AI.

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We study an analogy to this problem: can weak model supervision elicit the full capabilities of a much stronger model?

Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervisionposes it as a questionextraction 0.65

Burns, Collin et al. · arXiv.org · Dec 14, 2023 · original

Abstract; the setup treats weak-model supervision of strong models as an analogy for human supervision of superhuman models.

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