Can each model generation fixing the last one avert xrisk? Researchers clash

krishnanrohit · x · 2026-10-13

Rohit Krishnan argues that gradual capability growth across generations is sufficient: if model gen n+1 mitigates gen n's problems even lossily, xrisk scenarios become extremely implausible. David Manheim disagrees: this bets that systems won't get smarter and better at deception faster than companies' mitigations can prevent smaller failures — a bad bet given short-term incentives. He adds that current safety research addresses only one problem and won't fix it for stronger models.

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