Freakonomics Radio

Podbit · Freakonomics Radio

684. He Helped Clean Up the Last Crash. Does He See Another One Coming?

Explore episode Aug 7, 2026

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Prediction 2: Technical Alignment Must Solve for Constantly Shifting Weights

8 Predictions for the Era of Continual Learning · Aug 7, 2026 Technology

Almost no alignment research addresses the hardest version of the problem: keeping an AI safe when its weights are being updated continuously from millions of real-world sessions. This is structurally similar to the human parenting problem — you need to give the system enough foundational values that it improves without going off the rails.