A marriage of formal methods and LLMs seeks to harness the strengths of both.
Specification quality is another key challenge. Formal verification depends on clear intent, yet specifications are often incomplete, ambiguous, or difficult to operationalize. AI can help extract ...
Methodology is the key in using formal property checking in a scalable way that guarantees a higher return on investment The present-day use of formal methods in industry owes a lot to the founding ...
Formal methods provide a rigorous mathematical foundation for the specification, development and verification of medical device software. This approach enhances both reliability and safety, which are ...
Formal-verification methods can shorten development time. Equivalence checking and property proving are two popular methods of formal verification. A number of standardization efforts are under way.
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Neel Somani on formal methods and the future of machine learning safety
Neel Somani has built a career that sits at the intersection of theory and practice. His work spans formal methods, mac ...
As software systems grow more complex and AI-generated code becomes commonplace, security leaders face an uncomfortable truth: traditional methods of finding and fixing vulnerabilities cannot keep ...
A technical paper titled “A New Security Threat in MCUs – SoC-wide timing side channels and how to find them” was published by researchers at University of Kaiserslautern-Landau and Stanford ...
Safety and reliability have moved to the top of the list of critical criteria in software development. There are many ways to achieve improved safety and reliability, and one of the best is to employ ...
How formal verification is able to find bugs before signoff. Formal verification’s ability to mathematically prove exhaustively that a chip design meets a set of assertions. Formal techniques are ...
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