Spot over-appreciation before it ships
Detect when algorithm appreciation becomes unearned reliance on a confident AI output.
The campaign looks promising. The team is skipping calibration. Find the risky sign of algorithm appreciation. The group celebrating the upward curve Correct. The team is treating model confidence and projected lift as proof before validation, segment checks, or decision ownership. The cautious analyst with a notebook The cautious analyst is a safeguard, not the risk. Calibration often starts with the person asking what evidence is missing. The abstract chart on the screen The chart is an input. The issue is the social reaction that converts it into a decision without checks. The open laptops on the table The tools…
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