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arXiv — cs.AI

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Benchmarking System One Models for Time-Series Decision Making: A Case Study of Jev

arXiv:2610.33410v1 Announce Type: new Abstract: Time-series tasks require both accurate predictions and fast decisions. Advances in large models have introduced decision-oriented models that directly output answers and their probabilities, which we call Structured System 1…

arXiv — cs.AIBy: Jianye Wang, Kexin Zhang, Jiayin Xiong, Hao XueOctober 27, 2026 (yesterday)
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  • arXiv:2610.33410v1 Announce Type: new Abstract: Time-series tasks require both accurate predictions and fast decisions
  • Advances in large models have introduced decision-oriented models that directly output answers and their probabilities, which we call Structured System 1…
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Benchmarking System One Models for Time-Series Decision Making: A Case Study of Jev

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