Symbolic Ai

Use Prolog to Improve LLM Reasoning

A proposal for using Prolog as a symbolic reasoning layer alongside LLMs — offloading formal logical inference to Prolog while the LLM handles natural language parsing and generation. A neuro-symbolic hybrid that addresses LLMs' known weakness at strict logical deduction.