How UC Santa Cruz's Silicon Valley lab is reverse-engineering the human brain to solve AI's chip power crisis

The University of California, Santa Cruz’s Silicon Valley lab is reverse-engineering the human brain to tackle the energy crisis in AI chips. This initiative will reshape the semiconductor supply chain, particularly impacting advanced process nodes and power management technologies. Upstream equipment vendors like ASML and downstream AI servers will see new demand. Policy-wise, breakthroughs could disrupt global chip supply chains, pressuring TSMC and Infineon. Competitors may accelerate investments in neuromorphic computing to gain strategic advantage. Within 12-24 months, if commercialized, this technology could dramatically alter AI compute economics, pushing the industry toward more efficient, low-power architectures.