“As AI systems evolve from answering questions to autonomously planning and executing tasks, proper governance frameworks become essential. Organizations testing AI agents with limited human oversight must establish controls to manage risks and ensure accountability. This shift represents a fundamental change in how companies must approach AI deployment and safety.”