Operating manual

Tag: human-oversight

A focused reading path for human-oversight: related field notes, evidence trails, and operating questions from the archive.

ai-agents/
12 Aug, 2026

agent-audit-budgets-need-a-control-group.md

Agent Audit Budgets Need a Control Group

Test confidence-ranked human review against independent baselines, then promote it only when it reduces measured risk at the same audit budget.
open artifact →