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arXiv — cs.AI

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Beyond Plausible Prediction: Safety Sufficiency in Web World Models

arXiv:2610.40798v1 Announce Type: new Abstract: Web world models increasingly predict the consequences of candidate actions before agents act, yet a plausible predicted future does not necessarily support the correct safety decision. In a matched human evaluation of 3,000…

arXiv — cs.AIBy: Zhifei Hu, Alexandra I. Cristea, Adel Bibi, Jialin YuNovember 2, 2026 (1 hour ago)
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  • arXiv:2610.40798v1 Announce Type: new Abstract: Web world models increasingly predict the consequences of candidate actions before agents act, yet a plausible predicted future does not necessarily support the correct safety decision
  • In a matched human evaluation of 3,000…
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Beyond Plausible Prediction: Safety Sufficiency in Web World Models

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