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Tommaso Maria Ricci's avatar

The 50% figure gets the headline but misses the variable that matters most: timeline compression. Historically displaced workers have 5-10 years to retrain. If displacement happens in 18 months instead of a decade, no institutional retraining system survives that speed. That is the actual risk Amodei is flagging, not just the percentage.

Tommaso Maria Ricci's avatar

Human-in-the-loop was always accountability theater for the organizations running the systems. Real oversight would require humans who can actually understand, audit, and override the decision before harm occurs rather than after. The staffing framing is exactly right because it offloads responsibility without transferring authority.

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