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arXiv — cs.AI

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Thinking Fast, Trading Late: System One Decision Models vs the Market

arXiv:2611.03985v1 Announce Type: new Abstract: Large language models (LLMs) read company news at scale, and backtests suggest that their readings predict stock returns. We ask how much of that predictability survives a test that rules out look-ahead, memorization and selection.…

arXiv — cs.AIBy: Amir Dehkordi (Independent Researcher), Alireza Kargarzadeh (TailState Intelligence Ltd), Nariman Khaledian (Independent Researcher), Navid Parvini (Zanista AI Ltd), Sid Ghatak (Increase Alpha, LLC), Arman Khaledian (Zanista AI Ltd)November 4, 2026 (1 hour ago)
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  • arXiv:2611.03985v1 Announce Type: new Abstract: Large language models (LLMs) read company news at scale, and backtests suggest that their readings predict stock returns
  • We ask how much of that predictability survives a test that rules out look-ahead, memorization and selection.…
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Thinking Fast, Trading Late: System One Decision Models vs the Market

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