# 983: AI in the Classroom: How a Top Elementary School Is Doing It Right, with Principal Traci Walker Griffith Page: https://stenobird.com/podcast/super-data-science/983-ai-in-the-classroom-how-a-top-elementary-school-is-doing-it-right-with-principal-traci-walker-griffith Text version: https://stenobird.com/podcast/super-data-science/983-ai-in-the-classroom-how-a-top-elementary-school-is-doing-it-right-with-principal-traci-walker-griffith.md Podcast: [Super Data Science: ML & AI Podcast with Jon Krohn](https://stenobird.com/podcast/super-data-science) Published: 2026-04-14T11:00:00+00:00 Episode link: https://www.podtrac.com/pts/redirect.mp3/chrt.fm/track/E581B9/arttrk.com/p/VI4CS/pscrb.fm/rss/p/traffic.megaphone.fm/SUPERDATASCIENCEPTYLTD5631882534.mp3?updated=1776156417 Audio file: https://www.podtrac.com/pts/redirect.mp3/chrt.fm/track/E581B9/arttrk.com/p/VI4CS/pscrb.fm/rss/p/traffic.megaphone.fm/SUPERDATASCIENCEPTYLTD5631882534.mp3?updated=1776156417 Processing state: processed JSON: https://stenobird.com/v1/public/podcasts/super-data-science/episodes/983-ai-in-the-classroom-how-a-top-elementary-school-is-doing-it-right-with-principal-traci-walker-griffith Duration seconds: 4356 ## Resource My guest today took a public school that was about to be shut down and turned it into the number one school in Boston, and AI is her latest secret weapon. In a long-overdue episode on AI for supporting children’s education, hear directly from Principal Traci Walker Griffith how her teachers have been experimenting with AI in classrooms, what works, what doesn’t work, and what’s next for kids as LLMs continue to improve. Additional materials: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠www.superdatascience.com/983⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (03:38) The Eliot School’s transformation from closure list to number one in Boston (08:54) How the school began using Claude for AI-assisted writing feedback (18:14) How younger students benefit from AI behind the scenes (23:46) How older students interact with AI directly (41:11) Three prompt engineering failure modes and how to fix them (55:29) Responding to the Brookings report on AI risks in education ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/super-data-science/episodes/983-ai-in-the-classroom-how-a-top-elementary-school-is-doing-it-right-with-principal-traci-walker-griffith/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/super-data-science/983-ai-in-the-classroom-how-a-top-elementary-school-is-doing-it-right-with-principal-traci-walker-griffith.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.