# You’re Not a Data Robot: Collect Less, Teach More, and Still Show Progress Page: https://stenobird.com/podcast/slp-coffee-talk-984852/you-re-not-a-data-robot-collect-less-teach-more-and-still-show-progress Text version: https://stenobird.com/podcast/slp-coffee-talk-984852/you-re-not-a-data-robot-collect-less-teach-more-and-still-show-progress.md Podcast: [SLP Coffee Talk](https://stenobird.com/podcast/slp-coffee-talk-984852) Published: 2026-03-02T11:00:00+00:00 Episode link: https://www.buzzsprout.com/2017690/episodes/18674022-you-re-not-a-data-robot-collect-less-teach-more-and-still-show-progress.mp3 Audio file: https://www.buzzsprout.com/2017690/episodes/18674022-you-re-not-a-data-robot-collect-less-teach-more-and-still-show-progress.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/slp-coffee-talk-984852/episodes/you-re-not-a-data-robot-collect-less-teach-more-and-still-show-progress Duration seconds: 971 ## Resource In this episode of SLP Coffee Talk, Hallie is serving up some real talk about data collection—and it might just change the way you run your sessions. If you've ever felt more like a clipboard than a clinician, or wondered why your students seem disengaged halfway through therapy, this one's your permission slip to breathe. Hallie breaks down why constant data collection can actually block progress, how to collect better data (not just more of it), and why teaching always needs to come before ... ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/slp-coffee-talk-984852/episodes/you-re-not-a-data-robot-collect-less-teach-more-and-still-show-progress/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/slp-coffee-talk-984852/you-re-not-a-data-robot-collect-less-teach-more-and-still-show-progress.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.