Cynthia-AI-Architect/Vanguard-Logic-Audit

Deterministic Logic-Gate Architecture for LLM Agent Reliability Project Overview This repository hosts the architectural framework for a Symbolic Logic Layer designed to bridge the "Reliability Gap" in LLM-based agents. While modern Large Language Models (LLMs) are exceptional at natural language processing, their probabilistic nature makes them fundamentally unreliable for executing deterministic rules. This "Probabilistic Overwrite" leads to hallucinations, instruction drift, and regulatory… See the full description on the dataset page: https://huggingface.co/datasets/Cynthia-AI-Architect/Vanguard-Logic-Audit.