Agent-Reliability

Agent autonomy isn't a dial you set once — it's a ladder you climb on edit-rate data. The real risk: thinking you're a rung above what your data supports.

This week's top AI research converged on one engineering idea: the best agents know when to stop. Abstention, verifiers, and the loops debate, for builders.