Retrieving "Scalable Oversight" from the archives

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1. Alignment Problem

   Linked via "Scalable oversight"

   Scalable Oversight
   A key challenge in alignment is ensuring that human supervision remains effective as systems become more capable than individual humans at specialized tasks. Scalable oversight research explores whether hierarchical or market-based approaches to supervision could maintain meaningful human guidance even for superhuman systems. Some proposals involve training AI systems to generate explanations of their reasoning that remain comprehensible to humans, though independent research confirms that systems trained on explanation-generation develop…