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CodeLogician: Neuro-symbolic reasoning for precise software analysis
- NTCTech 8mo agoFound this via a related paper on Lobste.rs today. The author makes a compelling argument that we've hit the limit of "Vibe Coding" (LLMs guessing via tokens) and need to move to "State-Space Exploration" (Formal Verification). They claim their neuro-symbolic approach closes a 40%+ accuracy gap in reasoning tasks by forcing the LLM to construct a formal model rather than just predicting the next token. Curious if anyone has tried their CodeLogician agent yet, or if this is just more symbolic AI hype?