TLDR Tech / Dev
Aligned to Whom?
Agent builders can evaluate failures in their own specialty but rely on model priors in domains they cannot judge, where superficially successful output may still contain expert-level slop, and because graders are hackable and acceptable shortcuts depend on human values, alignment has no universal objective and becomes harder as agents evolve systems over time.
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