# Episode #3 Finally, AI! Page: https://stenobird.com/podcast/when-will-they-learn-7689880/episode-3-finally-ai Text version: https://stenobird.com/podcast/when-will-they-learn-7689880/episode-3-finally-ai.md Podcast: [When Will They Learn?](https://stenobird.com/podcast/when-will-they-learn-7689880) Published: 2026-03-05T19:30:00+00:00 Episode link: https://whenwilltheylearn.substack.com/p/episode-3-when-will-they-learn Audio file: https://api.substack.com/feed/podcast/189943847/761b288651496a274f90a9e9e3c7ee36.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/when-will-they-learn-7689880/episodes/episode-3-finally-ai Duration seconds: 3255 ## Resource In this episode, Greg and Caiti finally tackle the topic of AI in education, responding to a blog post published by BERA about using AI to mark student homework. They explore how teachers might use AI in practice and what its growing role could mean for our education system. Next, they discuss an episode of the podcast Let's Talk Teaching , unpacking what differentiation actually means, how it is often interpreted in schools, and the potential risks when it’s implemented poorly. Finally, they turn to the Australian context, discussing the news that universities have offered places in initial teacher education programs to around 500 students with an ATAR below 50, and what this might mean for the profession. Have something you want us to discuss in a future episode? Or want to find us? Get in touch Greg Ashman Greg is a school leader at Ballarat Clarendon College and holds a PhD in instructional design from UNSW. Substack – Filling the Pail LinkedIn – Greg Ashman X/Twitter – @greg_ashman If you’re interested in working with Greg at Ballarat Clarendon College, please see here for open roles and expressions of interest . Caiti Wade Caiti is a leader of pedagogy at a boys’ secondary school in Brisbane and is doing her EdD in applications of cognitive load theory to secondary mathematics. Substack – The Disruptive Educator LinkedIn – Caiti Wade X/Twitter – @caiti_wade Episode resources * Reimagining homework with artificial intelligence in secondary education: Managing teachers’ workload and protecting students’ leisure | BERA * Tailored teaching: Practical strategies to support every learner - Monash Education * Hundreds of school-leavers offered teaching spots with ATARs of less than 50 Acknowledgement of country We would like to acknowledge The Traditional Custodians of… ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/when-will-they-learn-7689880/episodes/episode-3-finally-ai/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/when-will-they-learn-7689880/episode-3-finally-ai.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.