The Flight Recorder for AI Agents: Toward Reproducible and Accountable Autonomy

As AI agents become autonomous decision-makers, we need "flight recorders" that capture their complete internal reasoning—inputs, neural activations, and decisions—in a deterministic, reproducible format. Such infrastructure would transform opaque agent behavior into auditable evidence, enabling both mechanistic interpretability research and accountability by allowing researchers to replay and inspect exactly what happened and why.