Full-stack verification is the new trend
Summary
The article surveys recent formal verification efforts that span software and hardware, framing full-stack verification as the emerging trend for reliable AI-enabled systems. It highlights multiple industry efforts (Harmonic, SF-Tensor, &Truth, Theorem/Anthropic, AutoResearch) and discusses language choices like Lean and Dafny and the role of open-source tools in verification. It emphasizes the potential benefits for AI safety and software reliability, while noting practical challenges.