BrainTools at Schools

samuelholston

Hear from leading educators on preparing our students and schools for a world of AI with brain science and thinking skills. Practice-based episodes jam packed with practical strategies for your classrooms. braintoolsatschools.substack.com

Episodes

  1. 6d ago

    AI as a Thought Partner, Not a Task Doer — Dr. Shannon Doak

    The question has changed A couple of years ago, the conversation in most schools was about adoption. Get teachers using AI. Normalise it. Stay curious. Lower the fear. That still matters. But Dr. Shannon Doak, Director of Technology at Nanjing International School, makes a point in this week’s episode that I think marks a real shift in how schools need to be thinking: the responsibility has gotten harder. “It’s not just use AI. It’s more about protecting thinking these days.” Shannon has spent over thirty years in international schools across Guangzhou, Hawaii, and Nanjing. He’s watched this move faster than almost anything else he’s seen in edtech, and his concern now is not adoption. It’s judgment. The TALK Framework Shannon developed a framework called TALK to help teachers approach AI differently. It came out of a realisation he kept arriving at across workshops and presentations in Asia: teachers were treating AI like every other piece of technology. Something to learn. Something with a correct way of doing it. His response was simple: just talk to it. TALK stands for: Talk it out → Ask, explore, wonder → Listen → push back → Keep going → Create. The framework isn’t really about AI. It’s about maintaining the teacher’s thinking throughout the process. AI performs better when you use it this way, Shannon says — and more importantly, so do you. For students, the framework is almost identical. With one change: the final “Create” step belongs to the student, not the AI. They use the dialogue phase to expand their thinking. Then they put the AI aside and produce the work themselves. A cleaner approach to assessment One of the most useful things Shannon said in the whole conversation was about assessment — a topic that’s generating a lot of heat in schools right now. His rule: if you’re assessing a skill, students can’t use AI for that specific skill. If you’re not assessing it, they can. “If I’m trying to assess your ability to make an outline, you can’t use AI for that. But if I’m assessing your five-paragraph essay, making the outline — sure, go ahead.” It’s not a total ban and it’s not a free-for-all. It’s a question: what are you actually trying to find out about this student? On AI detectors Shannon tested six of them. Within three prompts, he got 100% AI-generated content to pass as 100% human. His advice: don’t use them to catch students. Use them to start a conversation. “Even if it says 80% chance, you’ve got to let that go because it’s probably not true.” Especially, he notes, for ELL students, where the false positive rate is even higher. The 80/20 rule Something Shannon’s school has operated with from early on: AI does the heavy lifting — about 80%. But a teacher must put professional eyes on the work and own the final 20%. Not as a formality, but as a genuine quality check. It’s a practical frame that respects both the tool and the professional. One thing to do this week Shannon’s takeaway for school leaders: help your teachers shift from using AI as a task doer to using it as a thought partner. In practice, that means replacing prompts like “make me a lesson plan” with prompts like “challenge my lesson design” or “where is the cognitive demand too low?” or “what might I be missing here?” Start with teachers’ existing thinking. Let AI expand it. End with teachers’ professional judgment. That’s the pattern. Links * Dr Shannon Doak’s website: https://www.drshannondoak.com * Dr Shannon Doak’s Linkedin: LinkedIn * Alignment Education: https://alignmentedu.com/ * Nanjing International School: https://www.nischina.org/ * IPLNA - International Professional Learning Network Association * EdTechGZ 2025 Keynote: Look Who’s Keynoting * Key articles: * “Innovative EdTech: Wolf in Sheep’s Clothing” (LinkedIn Pulse, 2018) * “Our Responsibility in an AI-Driven Future” (EdTechGZ Keynote, Jan 2025) This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit braintoolsatschools.substack.com

    29 min
  2. May 19

    Digital Fluency, Metacognition & AI — John Mikton

    “The AI tool you’re using today is the worst one you’ll ever use.” — Warren Appel, Director of IT ASIJ quoted by John Mikton and as a Head of Media and Education Technology/Deputy principal of a large international school in Luxembourg John Mikton has spent 35 years inside international schools - classroom teacher, digital learning coach, IT director, head of media and education technology, and most recently deputy principal of a large international school in Luxembourg. After COVID he stepped out of senior leadership, moved back to Switzerland, and is now the digital learning facilitator at a bilingual primary school where he runs a makerspace called the Creation Station. Alongside that he consults for the Principals’ Training Center and ECIS, coaches aspiring and transitioning school leaders, and hosts The International Schools Podcast. He writes regularly at Beyond Digital. If anyone has earned the right to be calm about AI in education, it’s John. What You’ll Learn * Why “digital fluency” is the right frame - and why citizenship and literacy were always a stepping stone * How the IB ATL skills (thinking, research, communication, social, self-management) map directly onto AI fluency * Why cognitive offloading is the central risk of AI in schools and how to counterbalance it * A concrete metacognitive framework (CRITIQUE routine) for interrogating any AI output * How to scaffold problem-solving with learners as young as three, without AI * Why the value-add of a school in the age of AI is the human skills it builds * One practical, low-stakes way for teachers to start building AI fluency next week Featured Framework: John’s CRITIQUE Routine A metacognitive routine John uses with students (and adults) to interrogate any AI output. Synthesized from sources at UNESCO, ISTE, and his own practice: * What does the AI say? What is the main idea? * Why does it say that? What reason or logic is given? * Is this proof enough? What might be missing — a perspective, a voice, a marginalized community, a counter-angle? * Who would disagree with this, and why? * What’s the impact if I just took this as-is and used it? * Where do I verify? Which primary source, library book, website, teacher, or parent do I check this against? The goal is not to produce a perfect output. The goal is to keep the human in the loop at every step — and to build the mental muscle that prevents passive cognitive offloading. Memorable Quotes “We’re talking about 21st century skills, but we’ve been in the 21st century for 26 years.” “This is really the first time that children, parents, and educators were all on the starting line at the same time.” “It’s better to first write your text and then get AI to do it, than get AI to do it and then you edit it.” “Whenever I get blown away, it’s like an alarm bell saying — okay, now my thinking has to be even more important here.” “Don’t wait for tomorrow. The future is today.” Timestamps * 00:00 — Welcome & introducing John Mikton * 00:55 — 35 years in international schools: John’s journey from classroom to senior leadership * 02:36 — Digital citizenship → digital fluency → AI fluency: why the language matters * 05:03 — Building teacher fluency: starting with curiosity, not the tool * 07:45 — Why nobody should be ashamed of using AI — and where the line really is * 08:20 — Human skills as the durable layer above any model * 09:39 — “Seduction and being fooled”: developing critical awareness of AI outputs * 12:01 — Brain first, AI second: cognitive offloading and the counterbalance * 13:15 — Practical strategies for building metacognitive habits with students * 15:43 — Three-year-olds and Alexa: scaffolding the AI-vs-human distinction * 17:32 — Why this can’t be subcontracted to the digital learning facilitator * 18:29 — The CRITIQUE routine explained: a framework for interrogating AI outputs * 22:13 — Scaffolding problem-solving with PYP learners: Indy Spheros, towers, and “three before me” * 24:42 — From physical problem-solving to digital fluency: a nod to Seymour Papert * 25:58 — Why coding is the carrot, not the point — and what teachers should teach instead * 28:45 — The value-add of school in the age of AI: humans, ethics, and resilience * 31:37 — “The future is today”: the speed of change and what it demands of educators * 32:23 — One practical thing teachers can do next week to start building AI fluency * 34:39 — Where to find John’s work, workshops, and the International Schools Podcast Resources & References Mentioned * The International Schools Podcast - hosted by John Mikton * Beyond Digital - John’s blog * ECIS (Educational Collaborative for International Schools) — workshops and courses * Principals’ Training Center (PTC) - consultancy and faculty work * The Intelligence Curse - white paper by Luke Drago (referenced as “Luke Drado” in the conversation) * Ethan Mollick - on why teachers are uniquely well-placed to work with AI * Common Sense Media - curricula and resources for digital citizenship * UNESCO and ISTE frameworks - informed John’s CRITIQUE routine * Tools John uses with young learners: * Indy Sphero cards * Bee-Bots * LEGO Spike Essential & Prime Where to Follow John Mikton * Podcast: The International Schools Podcast * Blog: Beyond Digital * LinkedIn: John Mikton Continue the Conversation If you took something from this episode, share it with a colleague who’s wrestling with AI in their school. And if you want more conversations like this one - practical, grounded, and centered on the human - subscribe to BrainTools at Schools wherever you get your podcasts. BrainTools at Schools - for educators and school leaders making sense of cognitive science, AI, and learning. This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit braintoolsatschools.substack.com

    30 min
  3. Effective Teaching Practices & AI - Paul Matthews

    05/21/2025

    Effective Teaching Practices & AI - Paul Matthews

    Episode Summary In this episode of the Brain Tools at Schools podcast, host Samuel speaks with educator Paul Matthews about the integration of artificial intelligence (AI) in education. They discuss the principles outlined in Paul's book, 'Artificial Intelligence for Real Literacy,' and how AI can enhance teaching practices without replacing the educator's role. Paul shares insights on using AI for differentiation, retrieval practice, and other evidence-based strategies, while also addressing concerns about teacher burnout and the importance of maintaining traditional assessment methods like essays. The conversation emphasizes the need for educators to embrace AI as a tool for improving their impact in the classroom. Key Takeaways * AI can be used to enhance pedagogical practices * Teachers should ask for options, not answers from AI * AI is a tool to assist teachers, not replace them * Differentiation is a key area where AI can help * Teacher burnout can be mitigated by using AI effectively * Essays are important for developing critical thinking skills * AI can help create assessments that are more engaging * Educators should focus on deepening their understanding of a few pedagogical practices * Training should involve all staff, not just tech enthusiasts * One effective way to learn AI is through practical application Where to follow Paul Matthews * Socials: Linkedin * Book : Artificial Intelligence, Real Literacy: A Practical Guide To Using AI For 10 Evidence-Based Literacy Practices in Education * Paul’s AI Software for Teachers : My Teachers Aide Timestamps 00:00 Introduction to AI in Education 03:06 The Journey to Writing 'Artificial Intelligence for Real Literacy' 06:04 AI as a Teacher's Assistant 09:02 Pedagogical Practices Enhanced by AI 12:05 Preventing Teacher Burnout with AI 15:13 The Role of Essays in Education 18:03 Navigating AI in Assessments 20:53 Effective Teaching Practices in the Age of AI 24:13 Training Teachers to Use AI Effectively 27:05 Final Thoughts and Resources This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit braintoolsatschools.substack.com

    36 min

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Hear from leading educators on preparing our students and schools for a world of AI with brain science and thinking skills. Practice-based episodes jam packed with practical strategies for your classrooms. braintoolsatschools.substack.com