# #535 Mike Ryan: Can AI Save Investors 80% of Their Time? Page: https://stenobird.com/podcast/21st-century-entrepreneurship-6829325/535-mike-ryan-can-ai-save-investors-80-of-their-time Text version: https://stenobird.com/podcast/21st-century-entrepreneurship-6829325/535-mike-ryan-can-ai-save-investors-80-of-their-time.md Podcast: [21st Century Entrepreneurship](https://stenobird.com/podcast/21st-century-entrepreneurship-6829325) Published: 2026-07-31T19:00:00+00:00 Episode link: https://dts.podtrac.com/redirect.mp3/www.buzzsprout.com/2328218/episodes/19581987-535-mike-ryan-can-ai-save-investors-80-of-their-time.mp3 Audio file: https://dts.podtrac.com/redirect.mp3/www.buzzsprout.com/2328218/episodes/19581987-535-mike-ryan-can-ai-save-investors-80-of-their-time.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/21st-century-entrepreneurship-6829325/episodes/535-mike-ryan-can-ai-save-investors-80-of-their-time Duration seconds: 1450 ## Resource Mike Ryan, BPN CEO, is a former Goldman Sachs analyst who later ran its global equity business and managed Harvard’s $18 billion endowment, and we spoke about why powerful AI still fails investors when its answers cannot be trusted. After repeatedly receiving polished but incorrect information from generic tools, he decided to develop a more reliable approach. As he puts it, “AI wouldn’t pass a first-round job interview at most firms because it’s not trustworthy.” Ryan explains that AI has a ... ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/21st-century-entrepreneurship-6829325/episodes/535-mike-ryan-can-ai-save-investors-80-of-their-time/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/21st-century-entrepreneurship-6829325/535-mike-ryan-can-ai-save-investors-80-of-their-time.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.