President And Founder
CurrentCommercializing a programmable, fairly general purpose, computer design with 50x better speed/watt than GPUs. Suited to deep learning (neural nets), vision, speech, pattern recognition, but also optimization, simulation, and other traditional domains. Scales from embedded systems (100,000 core mobiles, cars, robots) to data centers (hundreds of millions of cores per rack).Singular's approximating computing inventions are widely used in modern AI hardware, and its patents have been licensed by large companies including Google.