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Martin Kleppmann is an academic who works on collaborative systems and distributed computing research.
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Test, Don't (Just) Verify
alperenkeles.comanalysispositiveDec 24, 2025
AI-assisted mechanical proving is going mainstream, enabling LLMs to solve previously intractable formal verification problems by pushing programming from implementation to specification-driven development.
“Prominent researcher cited as being excited about AI-assisted proofs and formal verification.”
AI ResearchFormal VerificationLLMsAI in Software Development
Prediction: AI Will Make Formal Verification Go Mainstream
martin.kleppmann.comopinionpositiveDec 9, 2025
AI-powered coding assistants will make formal verification economically viable and mainstream by automating proof generation, transforming software engineering practices.
“Published a prediction that AI will make formal verification go mainstream in software engineering.”
AI in Software DevelopmentFormal VerificationAI SafetyLLMs