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ResearchNovember 2, 2026

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…

Nastaran Okati, Ricardo Olmedo, Moritz Hardt·arXiv — cs.AI
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  • 01.arXiv:2610.40831v1 Announce Type: new Abstract: AI model marketplaces host providers with heterogeneous costs and capabilities
  • 02.These differences create an opportunity for computational arbitrage (Olmedo et al., 2026), in which an intermediary purchases inference from a…

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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.AI