What's this about?
An evidence-grounded behavior graph groups source-linked actions to help monitors find consequential decisions and check requirement alignment. Experiments across eight models improve decision identification and evidence localization in most settings without additional training.
What exactly is agent oversight?
Following what an autonomous program actually did, locating the evidence, and deciding which consequential choices need human review.
What's the community saying / why does it matter?
HF: 10 upvotes; no substantive discussion collected. A promising direction for reviewable agent execution, with author-reported gains rather than proof that all risky decisions are caught.