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  5. Scalable Oversight
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Scalable Oversight

Ways to supervise AI systems whose work is too long, too technical, or too fast for a human to check every step.

Ask Melo about this← all terms

Techniques include debate, recursive reward modeling, constitutional AI, and using weaker models to flag issues for stronger ones. The problem is circular: the overseer must be trustworthy enough that the smarter system cannot game it. It is a research program, not a single product feature.

Related terms

Human OversightConstitutional AIAlignment ResearchLLM as a JudgeHomomorphic EncryptionShadow AI