https://cognaptus.com/tags/deductive-logic/ Recent content in Deductive Logic on Cognaptus Hugo -- 0.145.0 en-us Mon, 01 Jun 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-06-01-follow-the-heads-not-the-hype-how-llms-route-deductive-reasoning/ Mon, 01 Jun 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-06-01-follow-the-heads-not-the-hype-how-llms-route-deductive-reasoning/ A mechanism-first reading of how sparse attention-head circuits support multi-step deductive reasoning, and what that means for business LLM systems that must follow rules rather than merely sound logical.