Glossary term
Glossary term
Governance and Compliance
The ongoing improvement of the AIMS based on audits, metrics, incidents, lessons learned, stakeholder feedback, regulatory change, and shifts in AI capability or use. Improvement is driven by evidence from incidents, audits, regulatory updates, user feedback, red-team results, vendor changes, and model performance trends.
After the 2023 Air Canada chatbot ruling, organizations across the airline industry updated chatbot grounding controls and disclaimers, illustrating continual improvement triggered by an external event.
OpenAI iterates the Preparedness Framework, releasing updated capability thresholds and Critical Risk Triggers in 2024, demonstrating continual improvement of frontier AI governance.
ISO 42001 clause 10.2 requires continual improvement of the suitability, adequacy, and effectiveness of the AIMS, often tracked through KPI dashboards and audit closure rates.