David's Saturday AI Thoughts

The system and the surrender (plz fix!)


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A Wharton study of 1,372 people identified 'cognitive surrender': when AI produces an answer, people stop questioning it while recoding it as their own judgment. Accuracy drops from 45.8% alone to 31.5% with incorrect AI. The better the system gets, the harder it becomes to stay vigilant inside it.

What happened this week
  • Three CEOs (Coca-Cola Quincey, Walmart McMillon, Adobe Narayen) stepped down in one quarter citing AI transformation pressure; 38 years of tenure in one turnover, most since 1999
  • Anthropic 5th Economic Index + HBR 2,500-employee study: experienced users (6+ months) treat AI as thinking partner, not productivity shortcut. AI may be skill-biased tech that compounds existing advantages
  • Ethan Mollick: companies with zero AI failures aren't being ambitious enough. R&D-style experimental budgets need to reach HR, operations, finance
  • What to try
    • Don't fact-check AI in the same conversation: model defends its own chain. Start fresh, upload source materials cold for critique
    • Give your AI reviewer a persona with skin in the game: six senior-partner personas converged on the same systematic error a neutral reviewer missed
    • After every good session, turn it into a reusable skill: capture what 'good' looks like the moment you've achieved it, before memory fades
    • Read the full edition with all links and sources

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      David's Saturday AI ThoughtsBy David Boyle