What AI tools actually change about verification — and what they don’t
DESIGN VERIFICATION · ARTICLE 06 OF 06 What AI tools actually change about verification — and what they don’t AI can write a UVM agent. It cannot tell you if your coverage model is correct. That distinction is the whole game right now. Every few months, a new wave of content arrives claiming that AI is about to transform chip design. Sometimes the claim is that AI will write RTL. Sometimes it’s that AI will generate testbenches. Sometimes it’s that AI will close coverage automatically, or debug failing regressions, or replace the verification engineer entirely. None of this is happening at the level the headlines suggest. Some of it is happening at a narrower, more useful level that the headlines miss entirely. The gap between what AI tools actually do in a verification context and what gets written about them is wide enough to cause real confusion — both among engineers trying to decide whether to invest time in these tools, and among managers trying to assess...