Full-stack verification is the new trend

The author argues that frontier AI models' superhuman ability to generate proofs has made full-stack verification increasingly viable and timely. Recent announcements from companies like Harmonic, SF-Tensor, and Theorem demonstrate a growing push toward full-stack formalization across software and hardware stacks. While verification-first languages like Lean offer powerful guarantees, the author notes they still face hurdles such as limited developer pools, lack of mature libraries, and performance limitations. Open article →