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arXiv7h ago
5.0

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

Sankalp Gilda, Shlok Gilda

View original ↗

Analysis

Viral velocity
low
Implementation gapYES
Novelty7/10
Categorypaper
Topics
reasoningtool

Opportunity Brief

Develop a structured reasoning framework for LLMs that enforces an explicit abductive-deductive-inductive cycle for complex problem solving.

Suggested repo: peirce-reason

"Bring rigorous logic to your LLM pipeline with a symbolic reasoning scaffold."

Estimated effort: 35h