An LLM-based agent framework evolved five 2024 SAT solver codebases over 70 cycles and produced solvers that the authors report outperform the 2025 SAT Competition champions.
Sat Competition2020, 50 (2020)
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Autonomous Code Evolution Meets NP-Completeness
An LLM-based agent framework evolved five 2024 SAT solver codebases over 70 cycles and produced solvers that the authors report outperform the 2025 SAT Competition champions.