When Should an AI System Do Nothing?
Define when an AI system should act, do nothing, defer, escalate, express uncertainty, or refuse—and how to make each outcome governed and observable.
- Governed AI
- Abstention
- Human-in-the-Loop
CARM'INK Journal / Page 3
A chronological index of published research, engineering notes, field observations and meaningful lab updates.
18 published articles
Define when an AI system should act, do nothing, defer, escalate, express uncertainty, or refuse—and how to make each outcome governed and observable.
Why production AI reliability depends on context selection, authority, state, routing and evaluation beyond prompt quality.