Match AI Ops Response to Complexity
Use Cynefin domains to choose an AI operations response suited to the situation's certainty.
Support ops Refund guidance from the AI is inconsistent after a policy update and a spike in unusual customer cases. A single response type will either underreact to harm or overreact to learnable uncertainty. Cynefin Match the response to the domain Use obvious, complicated, complex, and chaotic as operating labels. Each label calls for a different action rhythm. Shortcut Rewrite the prompt for everything. A response that fits uncertainty and harm. The more uncertain cause and effect are, the more you should probe before standardizing. 01 Stale 02 Conflict 03 Leak Stale answer Obvious
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