This lecture introduces Dafny, a compiled language designed for formal verification, ensuring correct code execution without runtime errors. It covers modeling concurrency, safety rules, liveness properties, and transactional memory concepts. The instructor presents examples and papers on concurrency and transactional memory, emphasizing formal verification and advanced algorithm creation.