AI AGENTS TACKLE GPU HEAT CRISIS

GPU thermal output is doubling with each generation. Nvidia's H100 (2022) produces 700W, Blackwell (2024) reaches 1.2 kW, and Rubin (2026) will hit 2.3 kW. Managing this heat has become a fundamental constraint limiting chip advancement. Founded by Advaith and Akash, Discovered Materials deploys AI agents to accelerate material discovery for thermal solutions. The approach automates the search through chemical compounds to find materials with superior heat dissipation properties—a process traditionally requiring years of laboratory experimentation. The startup joins a growing wave of AI-driven drug discovery and materials science companies, but focuses specifically on semiconductors' urgent thermal challenges. As data centers scale AI infrastructure, efficient cooling materials have become strategically valuable to chip manufacturers. Discovered Materials' YC backing signals investor confidence in AI-assisted materials discovery as a viable business model for solving hard physics problems.