A mature AI user knows when not to use AI. The most common failure is not technical. It is judgment failure: using AI for a task that should have stayed with a human expert or an approved process.
Even when AI is not the final decision-maker, it may still be useful for drafts, checklists, brainstorming, or summarizing source material. The key is to keep the decision itself where it belongs.
If the task is high-impact, ambiguous, or outside your expertise, escalate to the right person. AI should lower the cost of preparing for expert review, not replace it.
Recognize tasks that still need direct human judgment, approved systems, or specialized expertise.
A mature AI user knows when not to use AI. The most common failure is not technical. It is judgment failure: using AI for a task that should have stayed with a human expert or an approved process.
Even when AI is not the final decision-maker, it may still be useful for drafts, checklists, brainstorming, or summarizing source material. The key is to keep the decision itself where it belongs.
If the task is high-impact, ambiguous, or outside your expertise, escalate to the right person. AI should lower the cost of preparing for expert review, not replace it.