outer alignment

The problem or property of specifying a training objective that adequately captures the designers' intended goal or broader alignment target, assuming the learned system then robustly pursues that specification. The training objective may itself be implemented through a loss, reward-derived return, preference feedback, or another criterion. The inner/outer distinction is useful but its exact boundary varies across authors and settings.

Metadata

aliases
en
  • outer alignment problem
  • reward misspecification problem
concept_id
outer_alignment
preferred
en
outer alignment
ja
アウターアラインメント
relations
relations
broader
prerequisite
related
status
active

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broader (1)

prerequisite (3)

prerequisite_of (1)

related (5)