AI RESEARCH
SMCEvolve: Principled Scientific Discovery via Sequential Monte Carlo Evolution
arXiv CS.AI
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ArXi:2605.15308v1 Announce Type: new LLM-driven program evolution has emerged as a powerful tool for automated scientific discovery, yet existing frameworks offer no principled guide for designing their individual components and provide no guarantee that the search converges. We