Chip Industry Adopts AI To Expand Talent

Industry and academia are deploying AI tools and cross-training programs to address a chip-design talent shortage, experts including Cadence's Matthew Graham, Synopsys's Anand Thiruvengadam, and UCLA's Jason Cong said. Firms are using LLMs, multi-agent systems, GNNs and high-level synthesis to automate RTL tasks, speed verification, and retrain software engineers; proponents cite roughly 2 million software developers versus fewer than 100,000 hardware designers. If successful, these measures could shorten training and broaden the chip-design workforce.