Title: Structured Abductive-Deductive-Inductive Reasoning for LLMs via Algebraic Invariants

Source: http://arxiv.org/abs/2604.15727v1

Summary:

This paper introduces a symbolic reasoning scaffold that operationalizes tripartite inference (abduction, deduction, induction) to enforce logical consistency in LLMs. By using algebraic invariants like the "Weakest Link" bound, it provides a foundational mechanism to prevent error propagation in complex multi-step reasoning chains.