Neel Somani points out that while artificial intelligence may look like it runs on data and algorithms, its real engine is optimization. According to Somani, every breakthrough in the field—from training large language models to deploying real-time decision systems—comes down to solving optimization problems at scale. Optimization isn't just a mathematical tool; it is the language modern AI speaks.
Neel Somani is a researcher, technologist, and entrepreneur, and he brings a unique perspective to this discussion. A UC Berkeley graduate with triple majors in mathematics, computer science, and business, he has held roles at Airbnb and Citadel before founding Eclipse in 2022—Ethereum's fastest Layer 2, powered by the Solana Virtual Machine—raising $65M. Beyond blockchain, Neel has become an active angel investor and philanthropist, now turning his focus toward new projects at the forefront of artificial intelligence.
