cs.AI updates on arXiv.org 08月12日
From Knowledge to Conjectures: A Modal Framework for Reasoning about Hypotheses
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本文提出一种新的认知模态逻辑,用于形式化假设推理,通过引入Axiom C确保事实在假设层中得以保留,并采用非经典语义框架避免模态崩溃,定义了新的模态系统,并引入动态操作以形式化从假设到事实的过渡。

arXiv:2508.07304v1 Announce Type: cross Abstract: This paper introduces a new family of cognitive modal logics designed to formalize conjectural reasoning: a modal system in which cognitive contexts extend known facts with hypothetical assumptions to explore their consequences. Unlike traditional doxastic and epistemic systems, conjectural logics rely on a principle, called Axiom C ($\varphi \rightarrow \Box\varphi$), that ensures that all established facts are preserved across hypothetical layers. While Axiom C was dismissed in the past due to its association with modal collapse, we show that the collapse only arises under classical and bivalent assumptions, and specifically in the presence of Axiom T. Hence we avoid Axiom T and adopt a paracomplete semantic framework, grounded in Weak Kleene logic or Description Logic, where undefined propositions coexist with modal assertions. This prevents the modal collapse and guarantees a layering to distinguish between factual and conjectural statements. Under this framework we define new modal systems, e.g., KC and KDC, and show that they are complete, decidable, and robust under partial knowledge. Finally, we introduce a dynamic operation, $\mathsf{settle}(\varphi)$, which formalizes the transition from conjecture to accepted fact, capturing the event of the update of a world's cognitive state through the resolution of uncertainty.

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认知模态逻辑 假设推理 模态系统 语义框架 动态操作
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