Autonomous, hardware-based AI 'flight recorders' designed to monitor and record the decision-making processes of critical AI systems (e.g., self-driving cars, medical diagnosis AIs). In the event of a failure or accident, the black box allows for forensic analysis to identify the root causes and prevent future occurrences. These are tamper-proof and easily decipherable.