Peer-Reviewed Architecture Paper: Symbolic Logic Meets Geometric Coupling for LLM Memory
letandrewcook · x · 2026-11-06
The author's architecture research paper just passed peer review after 6 months of work. It formalizes symbolic logic with continuous geometric coupling for dependency-driven belief revision in LLM and agent memory design — essentially, a brain-like memory and retention mechanism for LLMs operating in multiplayer environments.
The thread frames this around organizational knowledge retention: firms, think tanks, and NGOs concentrate judgment in individual experts. Existing systems retrieve what organizations know but fail to retain what they reasoned from that knowledge, forcing reconstruction when experts leave or evidence changes.
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