# "Not Pinning Your OpenRouter Provider Might Invalidate Your Research" by Matthew Khoriaty Page: https://stenobird.com/podcast/lesswrong-curated-popular-5643401/not-pinning-your-openrouter-provider-might-invalidate-your-research-by-matthew-khoriaty Text version: https://stenobird.com/podcast/lesswrong-curated-popular-5643401/not-pinning-your-openrouter-provider-might-invalidate-your-research-by-matthew-khoriaty.md Podcast: [LessWrong (Curated & Popular)](https://stenobird.com/podcast/lesswrong-curated-popular-5643401) Published: 2026-07-24T17:58:04+00:00 Episode link: https://www.buzzsprout.com/2037297/episodes/19544936-not-pinning-your-openrouter-provider-might-invalidate-your-research-by-matthew-khoriaty.mp3 Audio file: https://www.buzzsprout.com/2037297/episodes/19544936-not-pinning-your-openrouter-provider-might-invalidate-your-research-by-matthew-khoriaty.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/lesswrong-curated-popular-5643401/episodes/not-pinning-your-openrouter-provider-might-invalidate-your-research-by-matthew-khoriaty Duration seconds: 1012 ## Resource Please share this with anyone doing AI research with 3rd party providers so that they can ensure their research won’t be corrupted. When you ask OpenRouter[1] to give you tokens from a given model, OpenRouter sends your request to a random available provider.OpenRouter providers have variable quality. Ensuring that your provider is high quality is really difficult. There is precedent for an AI safety paper accepted to NeurIPS having its core results entirely overturned by these i... ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/lesswrong-curated-popular-5643401/episodes/not-pinning-your-openrouter-provider-might-invalidate-your-research-by-matthew-khoriaty/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/lesswrong-curated-popular-5643401/not-pinning-your-openrouter-provider-might-invalidate-your-research-by-matthew-khoriaty.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.