Why AI Succeeds (or Fails) in Schools: Copilot Case Studies

Why AI Succeeds (or Fails) in Schools: Copilot Case Studies

Kane from Teachers AI Cafe examines why AI works in some schools and fails in others, arguing the difference is leadership, pedagogy, and change management rather than the tool itself. He reviews Microsoft Copilot case studies from England’s Discovery Trust (20 schools) and Brisbane Catholic Education (140 schools), highlighting reduced admin workload, strong training and governance, and classroom uses like differentiated writing scaffolds from student vocabulary, inquiry-question generation, and accessibility supports such as for dyslexia. He contrasts these with Los Angeles Unified’s 2024 Ed chatbot, which collapsed within months amid financial issues, limited teacher training, weak value for students, and governance concerns. Key takeaways include investing in professional learning, using AI to support teacher judgment and student thinking, and implementing slowly with clear guardrails and evaluation. 00:00 Welcome to Teachers AI Cafe 00:20 From Smartphones to AI 00:57 Why AI Succeeds or Fails 02:04 Copilot Case Study UK 02:44 Discovery Trust Rollout 04:27 Workload Wins and Classroom Use 06:31 Brisbane Catholic Education 07:29 Student Agency and Accessibility 10:00 Guardrails and Verification 10:59 When AI Projects Fail LAUSD 13:05 Clippy Problem and Lessons 15:06 What Successful Schools Do 16:06 What It Means for Teachers 17:28 Cobots and Final Takeaways 18:43 Wrap Up and Next Steps Subscribe the the newsletter for podcast cheatsheets [https://yugen-learning.kit.com/a028a6f4f4] Find the YouTube version of this here [https://www.youtube.com/playlist?list=PLf_k_to1rigiUFseW0QrMVetvpEVXR_iO] Go to this Facebook group [https://www.facebook.com/groups/learnaiforteachers/] to access the cheatsheet https://www.facebook.com/groups/learnaiforteachers/ [https://www.facebook.com/groups/learnaiforteachers/] Email: kane@learnaiquickly.com Bought to you by: https://learnaiquickly.com/ [https://learnaiquickly.com/]

AI update for Educators 1st June

Kane from the Teachers AI Cafe shares a June 1 update focused on practical, low-jargon ways AI can save teachers time and reduce stress, alongside a shift to a “weekly update” format to avoid repetitive tech news. 00:00 Welcome to Teachers AI Cafe 00:23 New Update Format 01:06 NotebookLM Video Workflow 02:00 Claude Opus 4.8 Changes 03:34 Microsoft Copilot Redesign 04:13 Canva LearnGrid and Magic School 05:07 ABC Story on AI in Asia 06:30 AI for Exam Error Analysis 08:06 AI as Tutor and Risks 10:14 Australia Digital Literacy Wakeup 11:07 Wrap Up and Invitation Subscribe the the newsletter for podcast cheatsheets [https://yugen-learning.kit.com/a028a6f4f4] Find the YouTube version of this here [https://www.youtube.com/playlist?list=PLf_k_to1rigiUFseW0QrMVetvpEVXR_iO] Go to this Facebook group [https://www.facebook.com/groups/learnaiforteachers/] to access the cheatsheet https://www.facebook.com/groups/learnaiforteachers/ [https://www.facebook.com/groups/learnaiforteachers/] Email: kane@learnaiquickly.com Bought to you by: https://learnaiquickly.com/ [https://learnaiquickly.com/]

5 Teacher-Friendly Prompt Upgrades for Better AI Results

Kane welcomes listeners to the Teacher’s AI Cafe, shares that he’s experimenting with NotebookLM’s new video feature to create infographic and short video summaries of episodes on YouTube, and introduces a downloadable brochure via his newsletter. The episode explains that prompts are simply clear instructions and shows how vague prompts produce generic, mismatched lessons. Kane outlines five practical prompt upgrades for teachers: (1) ask the AI to ask clarifying questions before answering; (2) add context, examples, and constraints like year level, literacy needs, lesson length, and language; (3) use a multi-pass draft-review-refine process with a checklist; (4) add self-checking steps, especially for concise answer keys limited to provided resources; and (5) use specific expert roles carefully. He invites guest stories, ratings, and listener questions. 00:00 Welcome to AI Cafe 00:24 NotebookLM Video Experiment 01:09 Five Prompt Upgrades Overview 01:40 Why Prompts Matter 04:16 Upgrade 1 Ask First 06:24 Upgrade 2 Add Context 07:42 Upgrade 3 Draft Review Refine 09:29 Upgrade 4 Self Checking 11:23 Upgrade 5 Expert Roles 13:23 Reusable Master Prompt 15:02 Wrap Up Key Takeaways 16:26 Free Guide and Guest Invite 17:46 Ratings Questions Farewell Subscribe the the newsletter for podcast cheatsheets [https://yugen-learning.kit.com/a028a6f4f4] Find the YouTube version of this here [https://www.youtube.com/playlist?list=PLf_k_to1rigiUFseW0QrMVetvpEVXR_iO] Go to this Facebook group [https://www.facebook.com/groups/learnaiforteachers/] to access the cheatsheet https://www.facebook.com/groups/learnaiforteachers/ [https://www.facebook.com/groups/learnaiforteachers/] Email: kane@learnaiquickly.com Bought to you by: https://learnaiquickly.com/ [https://learnaiquickly.com/]

Ep81 teach update for educators 25th May

Kane from the Teacher’s AI Cafe shares a May 25 AI update focused on education trends rather than new product releases.  00:00 Welcome to Teachers AI Cafe 00:18 May AI Update Overview 00:47 Survey How Teachers Use AI 01:47 Policy Gaps and Skill Decline 02:36 Designing Visible Thinking Assessments 03:09 AI Assessment Scale Framework 03:38 Berkeley Law Restricts AI 04:27 Graduation AI Name Fail 05:14 Efficiency Versus Care 05:44 Warehouse Robot Reality Check 07:14 Wrap Up and Next Episode Subscribe the the newsletter for podcast cheatsheets [https://yugen-learning.kit.com/a028a6f4f4] Find the YouTube version of this here [https://www.youtube.com/playlist?list=PLf_k_to1rigiUFseW0QrMVetvpEVXR_iO] Go to this Facebook group [https://www.facebook.com/groups/learnaiforteachers/] to access the cheatsheet https://www.facebook.com/groups/learnaiforteachers/ [https://www.facebook.com/groups/learnaiforteachers/] Email: kane@learnaiquickly.com Bought to you by: https://learnaiquickly.com/ [https://learnaiquickly.com/]

Gemini Gems vs ChatGPT Custom GPTs vs Claude Skills: The Best AI Setup for Teachers (Save Hours Weekly)

Kane from the Teachers’ AI Cafe explains that teachers often get poor AI results because they rewrite the same prompts instead of building reusable assistants, then compares three customization tools: Gemini Gems, ChatGPT custom GPTs, and Claude Skills. He evaluates them for ease of setup, consistency, and usefulness for lesson planning, resource creation, differentiation, assessment, and daily workload. Gems are the easiest and best for fast, simple repeatable tasks like emails, lesson ideas, and text simplification; custom GPTs take longer but are flexible and consistent for multi-part classroom resources using instructions and uploaded examples; Claude Skills are the most structured and powerful for complex, repeatable workflows but have the steepest learning curve. He recommends starting with one recurring task, refining instructions (including what to avoid), and choosing based on the platform you use. 00:00 Welcome to AI Cafe 00:23 Why Custom Tools Matter 01:28 Meet the Three Options 02:38 Setup Time Compared 04:10 Quality and Consistency 06:03 Which Tool Fits You 07:56 Black Death Lesson Demo 10:31 Strengths and Weaknesses 12:28 Recommended Workflow 14:17 Final Recap and Next Steps 15:45 Closing and Feedback Subscribe the the newsletter for podcast cheatsheets [https://yugen-learning.kit.com/a028a6f4f4] Find the YouTube version of this here [https://www.youtube.com/playlist?list=PLf_k_to1rigiUFseW0QrMVetvpEVXR_iO] Go to this Facebook group [https://www.facebook.com/groups/learnaiforteachers/] to access the cheatsheet https://www.facebook.com/groups/learnaiforteachers/ [https://www.facebook.com/groups/learnaiforteachers/] Email: kane@learnaiquickly.com Bought to you by: https://learnaiquickly.com/ [https://learnaiquickly.com/]