A reliable AI handoff needs a fact that could change the call
When an AI tool helps make a choice, what fact would make it change course? A research preprint by Jérémie Lumbroso makes that check central to a safe handoff. It offers a way to think about trust, not proof from a real-world trial.
What the source reports
Jérémie Lumbroso writes about choices handed to AI systems. Can a person still check and change an important call? The source digest draws out a simple test. Name a fact that would make the choice go the other way. Then try a safe case in which only that fact changes. You should be able to see why the answer changed. This paper proposes a way to think about trust. The digest does not report a field test of the method. Keep any trial low risk. A person should still approve the result before the system takes an action.
Original source
- Title
- Cybernetic and Epistemic: A Missing Vocabulary for Trustworthy Agentic Delegation
- Author
- Jérémie Lumbroso
- Publication
- arXiv
- Date
- Thursday, October 1, 2026