mlsanityData to 14 Oct 2026

Failures of Contingent Thinking

arXiv 2007.07703 ↗First posted 15 Jul 2020cs.AI econ.THcited by 1

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Abstract (arXiv)

We present a behavioral definition of an agent's perceived implication that uniquely identifies a subjective state-space representing her view of a decision problem, and which may differ from the modeler's. By examining belief updating within this model, we formalize the recent empirical consensus that reducing uncertainty improves contingent thinking, and propose a novel form of updating corresponding to the agent 'realizing' a flaw in her own thinking. Finally, we clarify the sense in which contingent thinking makes state-bystate dominance more cognitively demanding than obvious dominance.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 15 Jul 2020.

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