Richard Socher
CEO and co-founder of Recursive, CEO and founder of You.com, and co-founder and managing partner of AIX Ventures. He is an AI researcher and entrepreneur who previously served as Chief Scientist and EVP at Salesforce after its acquisition of his startup MetaMind.
Automated AI Research Shows Early Gains in Models, Training, and Kernels
Richard Socher, CEO of Recursive AI, argues that science is constrained by the number of people able to work on increasingly specialized problems, and that agent systems could relieve that bottleneck by running the cycle of hypothesis, experiment, validation and revision at scale. His proposed “Eureka machine” would begin by automating AI research, using search, compute and software tools rebuilt for agents rather than human workflows. The benchmark gains he presents in model training, architecture search and CUDA kernels are early proof points, he says—not yet recursive self-improvement or autonomous science.
AI Demand Pushes Beyond Nvidia Into Power, Memory, and Compute Markets
Bloomberg Technology framed Nvidia’s earnings as a test of the wider AI infrastructure trade rather than a simple chip-demand story. Caroline Hyde, Ed Ludlow and Bloomberg Intelligence’s Mandeep Singh said investors were looking past headline growth to constraints around China access, margins, memory prices, inference workloads and supply, while a $67 billion NextEra-Dominion deal showed how the data-center boom is already reshaping power markets. The program’s broader argument was that AI demand remains strong, but the bottlenecks have moved across the physical and financial stack.
Recursive Emerges From Stealth at $4.65 Billion Valuation
Recursive CEO Richard Socher told Bloomberg that the newly disclosed startup is trying to build AI systems that can automate the research loop: proposing ideas, implementing them, testing them, and using the results to improve AI itself. The company emerged from stealth with more than $650 million raised, a $4.65 billion valuation, and backers including GV, Greycroft, Nvidia, and AMD. Socher argued Recursive’s edge is an organization built around open-ended AI experimentation, while Bloomberg’s Caroline Hyde pressed him on compute costs, safety, hiring, and why the work belongs in a separate lab.