arXiv CS AI
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The Illusion of $\textit{What If}$: Evaluating the Breakdown of Counterfactual Reasoning in LLMstranslating…
arXiv:2608.27953v1 Announce Type: new
Abstract: Counterfactual reasoning requires models to reason beyond the observed world and explain how altered conditions propagate through downstream consequences. Existing benchmarks largely target bounded settings with fixed variables or…
Keywords#Counterfactual Reasoning#Breakdown#Evaluating#Illusion#LLMs