Future Focus | AI Isn’t the Shortcut. It’s the Test: What Schools Must Redesign Now | Week of January 26, 2026

In this episode, Dr. Sabba Quidwai reflects on a story about Sri Lankan tea to explore how intention, design, and human judgment matter more than tools alone, especially in an AI-driven world. Drawing from insights by leaders at Anthropic, OpenAI, and education research, the episode challenges schools to move beyond banning or blindly adopting AI and instead redesign learning so humans and AI work together thoughtfully.Timestamps00:00–03:00 — A story from Sri Lanka: Dilmah tea, intention, and resisting commoditization05:00–09:00 — The “adolescence of technology” and why AI power is outpacing our systems of judgment09:30–13:30 — An NPR classroom story and the real problem with “going analog”16:00–19:00 — Introducing the SPARK framework and redesigning tasks for human–AI collaboration20:00–26:00 — Sam Altman, judgment, and why high agency matters more than technical skillsResources MentionedDario Amodei Essay: The Adolescence of TechnologyOpenAI Town HallWhy AI Can’t Make DecisionsThe Story of Ceylon TeamakerExplore More from Designing Schools🤝 Partner with Us: ⁠J⁠⁠oin the AI Power Circle⁠⁠⁠ and collaborate with forward-thinking educators building the future with AI.📘 Get the Book: ⁠⁠⁠Designing Schools⁠⁠⁠ — a practical blueprint to transform your campus with creativity, leadership, and innovation.🎓 Prepare Your Students for an AI Future: ⁠⁠⁠Link to new student experience⁠⁠⁠For questions, email: ⁠⁠⁠[email protected]⁠