Adaptive AI Governance as a Lifecycle Control System: From Static Compliance to Continuous Oversight

Key Points

• The aim is to redefine AI governance as a comprehensive lifecycle control system that prioritizes ongoing oversight.
• Presents an integrated framework for AI governance.
• Describes processes from data sourcing to deployment.
• Incorporates continuous monitoring and feedback mechanisms.
• Highlights the shift from static compliance to continuous oversight.
• Emphasizes the importance of enforceable constraints for accountability.
• Supports the establishment of trustworthy AI operations.

Abstract