Leveraging AI

245 | AI Tsunami warning! 11 % of jobs replaceable today, CEOs admit 20 % staff over-capacity, Claude 4.5 outcodes humans, Harvard’s PopEVE cracks rare genes and more AI news for the week ending on Nov 28, 2025

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Nov 29, 2025
AI is reshaping the job market, with studies revealing over 11% of U.S. tasks are replaceable now. This disruption is hidden, and while productivity rises, daily AI adoption remains low. CEOs face a dilemma with 10–20% overcapacity in teams, all while entry-level positions plummet. Notably, Anthropic's Claude 4.5 significantly speeds task completion, and Harvard's POP-EVE makes strides in diagnosing rare genetic disorders. Businesses must reimagine work to integrate AI effectively amid this impending wave of change.
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INSIGHT

Current Unemployment Masks Incoming Tsunami

  • Unemployment claims are low but hiring has frozen, so current labor stats understate future AI disruption.
  • Isar warns policymakers are watching the 'beach' not the approaching tsunami of change.
INSIGHT

AI Slashes Task Time — Even Conservatively

  • Anthropic finds Claude reduces task completion time by ~80% on average across sampled chats.
  • Even conservative time savings (e.g., 20%) would still materially change productivity and staffing needs.
INSIGHT

AI-Native Firms Achieve 10x Efficiency

  • Top AI-native companies show ~10x revenue per employee versus traditional SaaS, illustrating AI-driven efficiency.
  • Early adopters can gain massive market share before competitors catch up.
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