Confidence Is Not Correctness
Distinguish confident wording from evidence-backed correctness when reviewing AI output.
The most dangerous AI mistake is not the awkward one. It is the answer that sounds like a senior expert and gives you no reason to slow down. > Trust the support, not the swagger. Find The Load-Bearing Claim Every useful answer has at least one sentence carrying the weight. It might be a policy rule, a number, a customer commitment, a technical conclusion, or a recommendation. If that sentence is false, the whole answer changes. Start there. Do not fact-check every adjective before checking the one claim that matters. Look For Calibration A calibrated answer shows what it knows…
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