Partner at Radical Ventures, an AI-focused venture capital firm. He led the firm's investment in Discovery Loop, a startup founded by former Google AI leaders Jeff Dean, Oriol Vinyals, Sanjay Ghemawat, and Quoc Le.
no scored calls yet — needs a stated position or a categorical verdict, with a matured window vs SPY
The founding team (Jeff Dean, Oriol Vinyals, Sanjay Ghemawat, Quoc Le) collectively represents the most cited AI researchers and distributed systems pioneers globally, with a track record of shipping products used by billions; they are building recursively self-improving AI systems to automate ML research and tackle fundamental scientific challenges, a market Toth describes as 'infinite' and where the most long-term value will be created.
Anthropic, which spun out of OpenAI five years ago as the 'original near lab,' is now a trillion-dollar company, proving the risk/reward of investing in elite AI research lab startups can pay off massively despite high entry valuations.
The firm evaluates nearly every AI research lab startup but declines most due to skewed risk/reward: high entry valuations ($1B+) with little clarity on business model, product roadmap, or technical direction; they only invest when the team is objectively world-class and pursuing a massive market, as with Discovery Loop.