The AI Did Not Decide: Name the Human Who Owns Every Handoff
AI-assisted work can scatter responsibility across a team. Use four named owners, proportionate review and clear stop rules to keep decisions human and accountable.
Tag: Human Oversight
A Successful AI Agent Can Still Be Unsafe: Test Permission, Recovery and Human Handoffs
A practical framework for evaluating AI agents across task accuracy, permission discipline, traceability, human escalation, recovery and operating cost.
The Responsibility Gap: When AI Advises, Who Owns the Decision?
Explore the responsibility gap in AI-assisted decisions and why human oversight must include authority, evidence, traceability and answerability.
AI Leadership Is Becoming the Art of Judgment Design
As AI systems handle larger workflows, leaders must move beyond task supervision toward designing objectives, boundaries, oversight and accountability.