# "MATS 9 Retrospective & Advice" by beyarkay Page: https://stenobird.com/podcast/lesswrong-curated-popular-5643401/mats-9-retrospective-advice-by-beyarkay Text version: https://stenobird.com/podcast/lesswrong-curated-popular-5643401/mats-9-retrospective-advice-by-beyarkay.md Podcast: [LessWrong (Curated & Popular)](https://stenobird.com/podcast/lesswrong-curated-popular-5643401) Published: 2026-05-17T05:15:19+00:00 Episode link: https://www.buzzsprout.com/2037297/episodes/19189322-mats-9-retrospective-advice-by-beyarkay.mp3 Audio file: https://www.buzzsprout.com/2037297/episodes/19189322-mats-9-retrospective-advice-by-beyarkay.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/lesswrong-curated-popular-5643401/episodes/mats-9-retrospective-advice-by-beyarkay Duration seconds: 1727 ## Resource I couldn’t find a recent write-up from a MATS alum about what attending MATS was like, so this is the thing that I wish I had. I attended MATS from January to March 2026, on Team Shard with Alex Turner and Alex Cloud. It was a great time! Applications for MATS are basically on a rolling basis nowadays, and I can strongly recommend applying (to multiple streams) even if you think you’re not a great match. With that being said, there's a lot I wish I knew going into MATS, so here's a brain-d... ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/lesswrong-curated-popular-5643401/episodes/mats-9-retrospective-advice-by-beyarkay/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/lesswrong-curated-popular-5643401/mats-9-retrospective-advice-by-beyarkay.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.