# Science Fair Winners Are Founding Unicorns at 3x the YC Rate | Anthony Atlas, Science Fair Fund Page: https://stenobird.com/podcast/top-decile-podcast-7851283/science-fair-winners-are-founding-unicorns-at-3x-the-yc-rate-anthony-atlas-science-fair-fund Text version: https://stenobird.com/podcast/top-decile-podcast-7851283/science-fair-winners-are-founding-unicorns-at-3x-the-yc-rate-anthony-atlas-science-fair-fund.md Podcast: [Top Decile Podcast](https://stenobird.com/podcast/top-decile-podcast-7851283) Published: 2026-07-01T07:00:00+00:00 Episode link: https://api.riverside.com/hosting-analytics/media/4670799b877e3a88435693b6e3cf50ed5869238b93dfb52363d8236bac437d6b/eyJlcGlzb2RlSWQiOiJhN2M0NTk2My1mZDQwLTQ5YTItYWM2Zi1mYjNlZjU0NGMwNTQiLCJwb2RjYXN0SWQiOiJmOGJlZWFlOC0wMDgzLTQ3NzktYmVlMy01YjRhMjdjYzIyMmYiLCJhY2NvdW50SWQiOiI2OWMxNGUxYTM1ZDgwNDA3YmViYmZmNjciLCJwYXRoIjoibWVkaWEvY2xpcHMvNmEzNTBjZjU3MmVhNjk0NWZiNTJmZmQzL2Nvbm5vci1zYXR0ZWx5cy1zdHVkaW8tY29tcG9zZXItMjAyNi02LTE5X18xMS0zMy00MS5tcDMifQ==.mp3 Audio file: https://api.riverside.com/hosting-analytics/media/4670799b877e3a88435693b6e3cf50ed5869238b93dfb52363d8236bac437d6b/eyJlcGlzb2RlSWQiOiJhN2M0NTk2My1mZDQwLTQ5YTItYWM2Zi1mYjNlZjU0NGMwNTQiLCJwb2RjYXN0SWQiOiJmOGJlZWFlOC0wMDgzLTQ3NzktYmVlMy01YjRhMjdjYzIyMmYiLCJhY2NvdW50SWQiOiI2OWMxNGUxYTM1ZDgwNDA3YmViYmZmNjciLCJwYXRoIjoibWVkaWEvY2xpcHMvNmEzNTBjZjU3MmVhNjk0NWZiNTJmZmQzL2Nvbm5vci1zYXR0ZWx5cy1zdHVkaW8tY29tcG9zZXItMjAyNi02LTE5X18xMS0zMy00MS5tcDMifQ==.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/top-decile-podcast-7851283/episodes/science-fair-winners-are-founding-unicorns-at-3x-the-yc-rate-anthony-atlas-science-fair-fund Duration seconds: 1440 ## Resource Anthony Atlas won first place at the International Science and Engineering Fair at 17, earning himself a minor planet in the process. He spent years noticing that science fair alumni kept turning up as exceptional startup founders, then built the data to prove it: finalists who go on to start companies do so at a 15 percent unicorn rate, with over two-thirds making it through Series A. We get into how he built a 55,000-person alumni database to backtest the thesis before ever pitching an LP, what the science fair experience actually trains that translates to founding, and why the 2,000-plus alumni who volunteered to help may be the fund's most underrated edge. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/top-decile-podcast-7851283/episodes/science-fair-winners-are-founding-unicorns-at-3x-the-yc-rate-anthony-atlas-science-fair-fund/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/top-decile-podcast-7851283/science-fair-winners-are-founding-unicorns-at-3x-the-yc-rate-anthony-atlas-science-fair-fund.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.