Robinhood's Agentic Trading has 150,000 accounts and 30m daily tool calls, targeting hedge-fund capabilities for individuals.
Robinhood relaunched DeFi-enabled stock tokens in Europe alongside Robinhood Chain, which Tenev calls the top chain in developer activity.
Tenev's Harmonic released Aristotle, one of three IMO gold-medal models, for public work on unsolved and Erdős problems.
Robinhood's Tenev on spreading ownership before AI reshapes work
Robinhood is betting that broad ownership is the fix for a fragile society, and that AI disruption makes earlier access to company ownership urgent. The company is widening who can own through tokenized real-world assets, agentic trading that puts hedge-fund tools in individual accounts, private-market funds holding companies like OpenAI, and Trump accounts seeded at birth. Tenev frames these as one mission rather than separate products, and he extends it to mathematics through Harmonic, whose Aristotle model he wants to keep public and decentralized.
Takeaways
Broad ownership is Robinhood's organizing thesis. Tenev says a society without broad ownership is fragile, and AI disruption makes earlier access to company ownership more urgent. Robinhood spans tokenized assets and private-market funds to widen who can own.
Tokenization wraps real assets like stablecoins. Robinhood launched stock tokens in Europe and relaunched them fully DeFi-enabled alongside Robinhood Chain, which Tenev calls the number one chain by developer activity. Critics call it a 'corpo chain' because a corporation, not a consortium, runs it.
Agentic trading puts hedge-fund tools in pockets. Robinhood's Agentic Trading has over 150,000 accounts and about 30m tool calls a day. Customers open a segregated agentic account, sandboxed from their main balance, and agentic trading remains a small share of volume.
AI gains are trapped in private markets. Tenev says individuals missed gains because Microsoft and Amazon went public in the hundreds of millions, while today's AI value stays private. Robinhood Ventures Fund One holds OpenAI and Crusoe, and Fund II with YC is run by Rich Aberman.
Trump accounts seed ownership at birth. Robinhood is sole initial trustee and broker, working with BNY and Treasury on the IRS program. Every newborn gets $1,000 seeded and a low-cost S&P 500 ETF, with donations from Michael Dell, Susan Dell, Gwynne Shotwell and Brad Gerstner.
Prediction markets turn news into tradable odds. Tenev says prediction markets are an evolution of news, showing what is happening and what is likely through odds. Robinhood plans KPI contracts letting traders bet on EPS and revenue prints, plus a California billionaire tax contract he calls a useful hedge.
The fight over AI mathematics
Harmonic's model Aristotle won a gold medal at the International Math Olympiad and was then released publicly.
Users applied it to unsolved and Erdős problems. Tenev says AI mathematics is too centralized, with labs using big data centers and secret models.
Tenev predicts laypeople making discoveries within a year, and says a layperson's proof of Navier-Stokes or the partial Riemann hypothesis would be more accepted.
Sarah Guo pushes back, saying people at large centralized AI labs would call this cope and bet on more compute in an agent loop.
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