# How to Solve AI's Biggest Problem | Atin Sanyal, Galileo Page: https://stenobird.com/podcast/the-neon-show-862453/how-to-solve-ai-s-biggest-problem-atin-sanyal-galileo Text version: https://stenobird.com/podcast/the-neon-show-862453/how-to-solve-ai-s-biggest-problem-atin-sanyal-galileo.md Podcast: [The Neon Show](https://stenobird.com/podcast/the-neon-show-862453) Published: 2026-07-09T12:30:00+00:00 Episode link: https://www.buzzsprout.com/1601695/episodes/19468193-how-to-solve-ai-s-biggest-problem-atin-sanyal-galileo.mp3 Audio file: https://www.buzzsprout.com/1601695/episodes/19468193-how-to-solve-ai-s-biggest-problem-atin-sanyal-galileo.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/the-neon-show-862453/episodes/how-to-solve-ai-s-biggest-problem-atin-sanyal-galileo Duration seconds: 4192 ## Resource How do you know whether an AI agent is doing its job or quietly failing in production? Galileo is building the trust layer for AI. Its evaluation and observability platform is how enterprises measure whether the output of an LLM or an agent is good or bad. Galileo started before "LLM" was even a word. When Atin showed his prototype to Stanford's Chris Ré, his own first question was "what is a language model?" Today its customers include Reddit, Airbnb, P&G, Comcast, and six of the Fortu... ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/the-neon-show-862453/episodes/how-to-solve-ai-s-biggest-problem-atin-sanyal-galileo/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/the-neon-show-862453/how-to-solve-ai-s-biggest-problem-atin-sanyal-galileo.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.