ProofOfThought: LLM-based reasoning using Z3 theorem proving
SMRTR summary
ProofOfThought is a new reasoning system that combines large language models (LLMs) with Z3 theorem proving to solve complex logical problems. The system features a two-layer architecture: a simple Python interface for everyday reasoning tasks and a more technical JSON-based Z3 theorem prover interface for advanced users. By merging AI language capabilities with formal mathematical proof verification, ProofOfThought aims to provide more reliable and logically sound reasoning compared to traditional LLM approaches.
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