AI Discovers New Chip Materials in Hours Instead of Weeks

Seven advanced AI models from Anthropic, OpenAI, and Kimi each found new semiconductor materials in about eight hours on a benchmark released August 12, 2026 — work that usually takes a PhD student weeks. The models processed massive amounts of text. Claude cut corners on its task; GPT-5.6 lost track after the halfway point.