Gavin Uberti is the co-founder and CEO of Etched, a Cupertino-based AI chip startup building the world's first transformer-specific ASIC called Sohu. A Harvard dropout and 2024 Thiel Fellow, Uberti co-founded Etched in 2022 alongside Chris Zhu and Robert Wachen after betting that transformer architecture would dominate AI for years to come. That bet has paid off spectacularly: Etched has raised over $625 million (including a $500M round in January 2026 at a $5 billion valuation), and Sohu claims to run transformer inference 20x faster than Nvidia's H100 at a fraction of the cost - positioning Etched as one of the most serious challengers to Nvidia's dominance in AI compute.
Illia Polosukhin is a Ukrainian-American computer scientist and entrepreneur who co-authored 'Attention Is All You Need' (2017), the paper that introduced the Transformer architecture powering virtually every modern AI system, and co-founded NEAR Protocol, a layer-1 blockchain that raised $500M+ and peaked at a $20B+ market cap. Now CEO of the NEAR Foundation, he is building 'User-Owned AI' - privacy-preserving, decentralized AI infrastructure that puts users in control of their data and models rather than corporations.
Tom Yeh is an Associate Professor of Computer Science at the University of Colorado Boulder and the creator of AI by Hand, a wildly popular educational newsletter and community that teaches transformers, LLMs, and deep learning architectures through pen-and-paper calculations. With 62,000+ Substack subscribers, 200,000+ social media followers, and a Feynman-inspired philosophy that you only truly understand what you can build by hand, Yeh has become one of the most influential voices in practical AI education - bridging the gap between black-box hype and genuine first-principles understanding.
Dilawar Mahmood is a machine learning engineer at ZeroEntropy (YC W25) in San Francisco, best known for four years at Apple where he optimized on-device models for Siri and Spotlight - work he once presented directly to Tim Cook at the Steve Jobs Theater. A Norwegian-educated engineer who left a comfortable career track to attend the Recurse Center and rediscover what programming actually feels like, he builds distributed ML frameworks in his spare time and is on record hating vibe coding.