# The Shiny Solution Trap: AI Tutors, Social Media Bans and How to Actually Support Vulnerable Pupils Page: https://stenobird.com/podcast/thinking-deeply-about-primary-education-3470150/the-shiny-solution-trap-ai-tutors-social-media-bans-and-how-to-actually-support-vulnerable-pupils Text version: https://stenobird.com/podcast/thinking-deeply-about-primary-education-3470150/the-shiny-solution-trap-ai-tutors-social-media-bans-and-how-to-actually-support-vulnerable-pupils.md Podcast: [Thinking Deeply about Primary Education](https://stenobird.com/podcast/thinking-deeply-about-primary-education-3470150) Published: 2026-06-27T04:00:00+00:00 Episode link: https://podcasters.spotify.com/pod/show/kieran-mackle/episodes/The-Shiny-Solution-Trap-AI-Tutors--Social-Media-Bans-and-How-to-Actually-Support-Vulnerable-Pupils-e3lahtd Audio file: https://anchor.fm/s/45dcc8b0/podcast/play/122029421/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-5-26%2F426879329-44100-2-049c1441c5d2c.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/thinking-deeply-about-primary-education-3470150/episodes/the-shiny-solution-trap-ai-tutors-social-media-bans-and-how-to-actually-support-vulnerable-pupils Duration seconds: 1519 ## Resource Get your tickets for the ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ TDaPE Conference Online⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ For show notes, links, and a summary episode, sign up for the ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Hey! What You Reading For ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ newsletter. Mondays at 7am BST - https://tdape.beehiiv.com/subscribe ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠AI For Teachers⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ newsletter For maths curriculum questions contact us ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ or via support@alta-education.com Learn more about ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠The Story of Maths⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ - www.alta-education.com/tsom-overview and https://www.acel.pro Episode 296: This week, I’m joined by Elliot Morgan for a return to our education news format, looking at the stories teachers should be paying attention to, the stories we might be sleeping on, and the writing worth reading. We discuss proposed restrictions on social media for under-16s, the government’s new enrichment benchmarks, the trial of AI tutors for disadvantaged pupils, and why schools should be wary of shiny solutions that promise to solve deep educational problems without addressing curriculum, assessment, teacher expertise and funding. We also recommend recent pieces on prior knowledge, SEND practice, and the danger of assuming that familiar interventions are effective simply because they are familiar. A short episode, but pound for pound, worth its weight in gold. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/thinking-deeply-about-primary-education-3470150/episodes/the-shiny-solution-trap-ai-tutors-social-media-bans-and-how-to-actually-support-vulnerable-pupils/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/thinking-deeply-about-primary-education-3470150/the-shiny-solution-trap-ai-tutors-social-media-bans-and-how-to-actually-support-vulnerable-pupils.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.