$34B-Valued Company: Invested by Hinton, Li Feifei & TSMC, Develops Chips with Top Talents from NVIDIA and Google - 36Kr

Etched, a U.S.-based AI chip startup founded in 2022 and headquartered in San Jose, California, has attracted significant attention from investors including Geoffrey Hinton, Fei-Fei Li, and Andrej Kar... Read original →

Etched’s ascent signals a strategic pivot in the AI chip race—from training to inference. Its hybrid HBM/SRAM architecture on TSMC’s N4P node directly challenges GPU energy efficiency, pressuring NVIDIA to accelerate its post-Grace-Hopper inference roadmap. Technically, ultra-low-voltage design will force EDA, packaging, and thermal solutions to evolve in lockstep. Geopolitically, despite its U.S.-China talent blend, gigawatt-scale production by 2027 will likely trigger renewed U.S. scrutiny on sub-3nm tech exports involving Taiwan, China. Competitors like Groq and Cerebras may double down on vertical integration, while hyperscalers hasten in-house ASIC adoption to reduce third-party risk. Over the next 18 months, inference chips will dominate capital flows—but winners must master co-design, foundry alignment, and customer lock-in. Etched’s $1B order book is merely a ticket to the real contest.