Define AI accountability by assigning clear ownership, maintaining documented evidence like evaluation results and logs, and establishing escalation paths for incidents. Operationalize this lifecycle by enforcing traceability through citations and monitoring usage to prove system behavior and facilitate rapid remediation. […]