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AI-FLUENCY4 MIN READ

The AI output review deck

Recall a compact review routine for AI-generated work products.

Claim check What is the first thing to inspect in a polished AI answer? Look for the parts a stakeholder could repeat. Load-bearing claims: numbers, names, dates, promises, comparisons, and recommendations. These are the parts that create real risk if they are unsupported. Trust move Which review habit is stronger? Use sound-right as a cue to check, not as the check itself. Objection I do not have time to verify everything. A stakeholder wants the AI-drafted update now. Your line Agreed. I am not verifying every sentence. I am checking the three claims that would hurt us if wrong. Do…

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