Reliability & Oversight
Agent reliability starts with the result the system leaves behind
Anthropic’s evaluation and infrastructure studies show why a fluent final answer and a leaderboard score can both miss the real outcome.
Subject desk / 3 analyses
Reliability & Oversight
Repeated success, useful review, and bounded authority.
Agent reliability starts with the result the system leaves behind ↗From the desk
Reliability & Oversight
Claude’s auto mode separates dangerous actions from persuasive explanations
The March permission design and September enterprise safeguards address different layers of the authority problem.
Reliability & Oversight
Self-correcting agents need evidence outside their own narrative
Cursor’s deployment monitoring and Anthropic’s testing reports ground self-correction in observations that can contradict the model.