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Neuroforger: certified violation witnesses for smart contracts verification via LLMs

arXiv:2605.31389v1 Announce Type: new Abstract: Recent large language models (LLMs) incorporate reasoning capabilities that allow them to perform well in predicting whether a smart contract respects a certain property, suggesting a complementary approach to traditional formal-methods-based techniques for smart contract verification. However, the application of LLMs in such context has two major issues: 1) properties expressed in natural language are intrinsically ambiguous, and 2) answers...

arXiv CS 9d ago