
Designing Schools
Future Focus | AI Is Changing Work Faster Than Schools Can Adapt—Here’s What We Teach Now | Week of July 17, 2026
As Nobel laureates, economists, and AI researchers warn that society may not be ready for AI-driven disruption, Dr. Sabba Quidwai asks the question educators actually need answered: What does “act now” look like in schools? This episode explores why access restrictions and predicting future jobs miss the larger challenge—and makes the case for judgment intelligence , the ability to decide, evaluate, refine, and reject, as a critical human advantage in the age of AI. Timestamps [00:00] — The warning from AI and economic leaders: More than 2,000 people, including Nobel laureates and AI researchers, sign the We Must Act Now statement warning that society isn't prepared for the disruption ahead. [03:00] — The assignment hidden behind the headlines: Rather than simply warning against AI, the statement calls for institutions that ensure AI complements humans—turning the challenge into a design and teaching problem. [04:15] — Two places schools are targeting the wrong problem: The episode examines unequal AI access and the mismatch between how students are prepared for careers and where future workforce shortages may actually emerge. [06:25] — Why “judgment intelligence” matters: As AI makes generating answers nearly effortless, the human advantage shifts toward knowing what to select, refine, question, and reject. [08:20] — “Prompt the human before the machine”: A practical classroom loop— decide, observe, correct —asks students to reason independently before comparing their thinking with AI and defending their revisions. Explore 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 : The Future Ready Student AI Playbook a 10-hour course experience to graduate your students AI ready. For questions, email: hello@designingschools.org

