Future Focus | Week of Feb 9 | Move 37: The AI Turning Point That Changes Work, School, and Human Purpose episode artwork

EPISODE · Feb 16, 2026 · 41 MIN

Future Focus | Week of Feb 9 | Move 37: The AI Turning Point That Changes Work, School, and Human Purpose

from Designing Schools · host Dr. Sabba Quidwai

This week feels like a turning point. From AI models helping build themselves to groundbreaking research on metacognition in schools and adaptive capacity in the workforce, the message is clear: AI isn’t just changing tasks, it’s reshaping purpose. The real question isn’t whether AI will disrupt work and learning, but whether we will intentionally design the future alongside it.Timestamps[00:00] – Move 37 & The Honest Version of AIThe story of AlphaGo’s legendary “Move 37” sets the stage for Matt Schumer’s viral article explaining how far AI has truly advanced—and why most people underestimate it.[00:17] – Teaching Kids to Think (Nord Anglia + Boston College Study)A two-year global study shows significant growth in critical thinking, curiosity, and compassion when students are explicitly taught metacognition through visible thinking routines.[00:27] – Who Can Actually Adapt? (Brookings Study)6.1 million U.S. workers face high AI exposure and low adaptive capacity—86% of them women—raising deeper concerns about equity, identity, and intentional workforce design.[00:32] – When AI Makes Work Harder (Harvard Business Review)Research reveals that enthusiastic AI adoption can intensify work, blur boundaries, and increase cognitive load—unless leaders design intentional norms and pauses.[00:37] – The Bigger Question: Where Will Meaning Come From? As AI takes on more structured tasks, the real design challenge becomes human purpose, relationships, and connection in an AI-driven world.Resources MentionedSomething Big is Happening - Matt SchumerTeaching the Skills AI Can’t Replace - Nord Anglia Measuring US Workers Capacity to Adapt - Brookings InstituteAI Doesn’t Reduce Work - It Intensifies It - HBR🤝 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: The Future Ready Student AI Playbook a 10-hour course experience to graduate your students AI ready.Explore More from Designing SchoolsFor questions, email: [email protected]

This week feels like a turning point. From AI models helping build themselves to groundbreaking research on metacognition in schools and adaptive capacity in the workforce, the message is clear: AI isn’t just changing tasks, it’s reshaping purpose. The real question isn’t whether AI will disrupt work and learning, but whether we will intentionally design the future alongside it.Timestamps[00:00] – Move 37 & The Honest Version of AIThe story of AlphaGo’s legendary “Move 37” sets the stage for Matt Schumer’s viral article explaining how far AI has truly advanced—and why most people underestimate it.[00:17] – Teaching Kids to Think (Nord Anglia + Boston College Study)A two-year global study shows significant growth in critical thinking, curiosity, and compassion when students are explicitly taught metacognition through visible thinking routines.[00:27] – Who Can Actually Adapt? (Brookings Study)6.1 million U.S. workers face high AI exposure and low adaptive capacity—86% of them women—raising deeper concerns about equity, identity, and intentional workforce design.[00:32] – When AI Makes Work Harder (Harvard Business Review)Research reveals that enthusiastic AI adoption can intensify work, blur boundaries, and increase cognitive load—unless leaders design intentional norms and pauses.[00:37] – The Bigger Question: Where Will Meaning Come From? As AI takes on more structured tasks, the real design challenge becomes human purpose, relationships, and connection in an AI-driven world.Resources MentionedSomething Big is Happening - Matt SchumerTeaching the Skills AI Can’t Replace - Nord Anglia Measuring US Workers Capacity to Adapt - Brookings InstituteAI Doesn’t Reduce Work - It Intensifies It - HBR🤝 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: The Future Ready Student AI Playbook a 10-hour course experience to graduate your students AI ready.Explore More from Designing SchoolsFor questions, email: [email protected]

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Future Focus | Week of Feb 9 | Move 37: The AI Turning Point That Changes Work, School, and Human Purpose

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This episode was published on February 16, 2026.

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This week feels like a turning point. From AI models helping build themselves to groundbreaking research on metacognition in schools and adaptive capacity in the workforce, the message is clear: AI isn’t just changing tasks, it’s reshaping purpose....

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