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COMPUTER-USE-AI5 MIN READ

Choose the job before the tool

Classify a work task by uncertainty before deciding how to involve AI.

The move: classify the task before you touch the prompt box. Cynefin helps you avoid treating every AI task as if it has a clean answer. A clear task has a known rule: extract action items, reformat notes, compare a document against a checklist. A complicated task has answerable questions but needs expertise: review a contract risk, interpret a metric change, draft a technical recommendation. A complex task has unclear causality: why a launch missed, what customers really need, why a team is resisting a tool. A chaotic task has immediate risk: an outage, legal exposure, a security incident, or…

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