Vlad Tenev leads Robinhood and co-founded Harmonic, whose mathematical reasoning work he discussed on Moonshots in September 2026.
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Tenev argues that checking a concise formal statement can be much less work than checking its entire proof. He proposes building toward larger verified systems from smaller components.
Open conversationWissner-Gross asks how to detect a formally valid answer to a subtly changed problem. He questions whether open-world safety can be expressed compactly enough for a person to check.
Open conversationSurface ambitious technological forecasts as attributed positions that people can examine and challenge.
Host and guest investments and advocacy can shape selections; speculative forecasts remain distinct from observed results.
Public episode pages and publisher RSS with links to listening platforms
Examine whether generated mathematics and software can carry checks that make the results easier to trust and use.
Developer results have a commercial standpoint. A checked proof establishes a formal statement under its assumptions, not that the statement captures every real-world requirement.
Public research papers and product information; tool use has separate access terms
Examine what changes when agents can act with money, who retains control and whether easier execution produces useful outcomes.
Product availability, customer activity and financial benefit are different claims. Commercial announcements do not demonstrate investor outperformance or suitability.
Public product announcements, disclosures and investor materials