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ResearchNovember 2, 2026

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…

Zhifei Hu, Alexandra I. Cristea, Adel Bibi, Jialin Yu·arXiv — cs.AI
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  • 01.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
  • 02.In a matched human evaluation of 3,000…

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Circumventing the Computational Hardness of Computational Arbitrage

arXiv:2610.40831v1 Announce Type: new Abstract: AI model marketplaces host providers with heterogeneous costs and capabilities. These differences create an opportunity for computational arbitrage (Olmedo et al., 2026), in which an intermediary purchases inference from a…

arXiv — cs.AI