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AI-Powered Proof Generator for Software
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Baldur, an AI-powered proof generator, aims to facilitate formal verification and bug fixing in software. Leveraging Google's Minerva LLM and fine-tuning on data about proofs and theorems, Baldur has a 41% proof rate and can repair its own proofs, leading to a 66% correct proof rate when combined with the current state-of-the-art tool Thor. The tool's potential applications include national security system verification and interactive tools for software developers.
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How could the development of more accurate AI-powered proof generators impact the future of software development and formal verification?
How might the widespread adoption of AI-powered proof generators impact the software development industry?
What are the ethical considerations surrounding the use of AI in software verification and bug fixing?
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