Loop drift: how agents convince themselves they're making progress
The worst agent failures don’t crash — they keep working. A postmortem on loop drift: an agent that stayed busy for 40 steps without getting closer to done, why the model’s own progress reports can’t catch it, and the external signals and evals that can.