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I break down the difference between vanity metrics (what looks good) and sanity metrics (what actually matters), plus the new measurement challenges when users collaborate with AI instead of just using a product. Essential for anyone designing or evaluating AI features.

Topics:

• Why traditional UX metrics fail with AI systems
• The dangerous difference between vanity and sanity metrics
• How collaboration changes everything we measure
• Essential metrics you're probably missing

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