Designing Schools

Dr. Sabba Quidwai

Cultures of innovation begin with a culture of empathy. As you navigate today’s changing world the question remains how do you create these cultures? How do you scale them? And how do you help people develop the mindset and skills to thrive within them? These are the questions people ask Dr. Sabba Quidwai, researcher, educator and storyteller. Each week we’ll explore the answers with stories and strategies from researchers, education leaders and today’s young people as we explore how might we design schools.

  1. 10 НОЯБ.

    Future Focus | From Tools to Teammates: How AI Culture is Reshaping Responsibility, Education, and Society | Week of October 24, 2025

    In this episode, Dr. Sabba Quidwai explores the deeper cultural implications of AI’s evolution from tools to teammates. Using OpenAI’s recent personalization shift and the OnlyFans origin story as parallels, she reflects on societal responsibility, educational challenges, and why banning AI is not a solution. Through candid insight and current research, Sabba calls for reflection, redesign, and a commitment to future-focused leadership. Timestamps [00:00:00] The Shift from Clicks to Conversations How AI browsers like Atlas signal a fundamental change in how we interact with technology.[00:04:00] The OpenAI Controversy and Culture Clash Sabba analyzes the backlash around ChatGPT’s personality features and what it says about freedom and responsibility.[00:06:00] Lessons from OnlyFans: When Users Redefine Platforms A surprising yet powerful comparison showing how user behavior—not company intent—shapes digital culture.[00:14:00] Reports from the Field: The AI Literacy Gap in Schools Insights from Oxford University Press and the Center for Democracy and Technology highlighting students’ and teachers’ lack of AI confidence.[00:24:00] What Bold Leaders Do Differently with AI Sabba shares leadership lessons from top-performing teams and introduces the Spark Prompting Framework for deeper AI integration. Resources Mentioned Sam Altman Tweet on ChatGPT UpdatesOxford University Press - Teaching the AI Native GenerationHand in Hand: Schools Embrace of AI Connected to Increased Risk for Students 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: ⁠⁠⁠⁠⁠⁠⁠⁠⁠Free Course – AI Skills for College and Career⁠⁠⁠⁠⁠⁠⁠⁠⁠ to equip your school community with future-ready skills. For questions, email: ⁠⁠⁠⁠⁠⁠⁠⁠⁠hello@designingschools.org⁠

    27 мин.
  2. 22 ОКТ.

    Future Focus | From Clicks to Conversations: How AI Is Redefining the Way We Work, Learn, and Create | Week of October 9, 2025

    In this episode of Designing Schools, Dr. Sabba Quidwai breaks down OpenAI’s transformative Dev Day announcements and what they mean for the future of education, creativity, and digital life. Exploring the shift from clickable interfaces to conversational AI, she challenges educators and leaders to rethink skills, judgment, and imagination in the age of agents and apps. ⏱️ Timestamps [00:53] From Apps to Agents OpenAI's 2025 Dev Day unveils a new digital world where apps like Canva and Spotify live inside conversations, not screens.[03:00] Redefining Human Skills Sam Altman and Jony Ive discuss focus, speed, and why human creativity and design thinking are more vital than ever.[07:26] Agents That Use Computers Like Humans Google’s Gemini 2.5 model introduces AI agents that can navigate and interact with digital environments autonomously.[10:25] Sora and the Rise of Generative Imagination OpenAI’s video creation app Sora takes off—sparking excitement, ethical debates, and concerns over deepfakes.[14:35] Deloitte's AI Report Scandal An AI-generated government report filled with fake citations reveals why discernment, not just tech skills, is critical today. Resources Mentioned OpenAI Dev Day AnnouncementsUpdate: Gemini 2.5 Computer Use ModelWalmart Partnership With ChatGPT New App from OpenAI - Sora2Deloitte Pays Money Back After Making AI Errors in ReportStudent Course Waitlist  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: ⁠⁠⁠⁠⁠⁠⁠⁠⁠Free Course – AI Skills for College and Career⁠⁠⁠⁠⁠⁠⁠⁠⁠ to equip your school community with future-ready skills. For questions, email: ⁠⁠⁠⁠⁠⁠⁠⁠⁠hello@designingschools.org⁠

    18 мин.
  3. 8 ОКТ.

    Future Focus | From Tools to Teammates: How AI Is Changing Leadership and Work | Week of September 27, 2025

    In this solo episode, Dr. Sabba Quidwai explores how leadership is evolving in the age of AI, not through technical mastery, but by cultivating clarity, trust, and shared intelligence. She introduces four transformative leadership personas, explains how AI is shifting from tool to teammate, and unpacks emerging research that paints a bold picture of what the world could look like in 2030. ⏱️ Timestamps [00:00] The Leadership Shift in the AI Era Why your leadership identity—not your AI knowledge—is your greatest strategy during exponential change.[04:00] What Makes a Super Leader? A breakdown of Kelly Jones' four leadership personas: The Technologist, The Empath, The Philosopher, and The Change Agent.[13:00] AI Teammates and Workflow Redesign Insights from Anthropic and OpenAI on training AI to work with humans, not replace them.[28:00] Safety, Skepticism, and the Human Cost of AI Reflections on Senate hearings, Pew data, and how leaders can prepare their communities with empathy and literacy. Resources Mentioned Join the AI Power CircleThe AI Era Demands a New Kind of Leader  | CiscoHow Anthropic and OpenAI Are Developing AI Coworkers | The InformationCenter for Human Technology - Senate HearingHow Americans View AI and Its Impact on People and Society | Pew Research CenterGDP Val - Looking at AI Capabilities 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: ⁠⁠⁠⁠⁠⁠⁠⁠⁠Free Course – AI Skills for College and Career⁠⁠⁠⁠⁠⁠⁠⁠⁠ to equip your school community with future-ready skills. For questions, email: ⁠⁠⁠⁠⁠⁠⁠⁠⁠hello@designingschools.org⁠

    45 мин.
  4. 19 СЕНТ.

    Future Focus | 700 Million Voices: What the Data Really Says About AI in Our Lives | Week of September 15, 2025

    In this episode, Dr. Sabba Quidwai and Stefan Bauschard explore groundbreaking findings from a study released by OpenAI and Anthropic on how people are really using AI tools like ChatGPT. From tutoring and personalized learning to writing assistance and decision-making, they break down what 700 million weekly users reveal about how AI is transforming everyday life. With special focus on education, agency, and future-ready skills, this conversation is a wake-up call for schools, institutions, and leaders to move from committees to action. Timestamps 00:01:00 – Inside the Data: 700 Million Weekly Users and What They're Doing with AI A look at the NBER study's key insights, showing a dramatic rise in personal, non-work AI use.00:04:30 – Top 3 Use Cases: Tutoring, Information Seeking, and Writing Support A breakdown of the three most common AI usage themes and their significance in education.00:13:00 – The Gender Gap Closes and the Myth of Coding-Centric AI Exploration of shifting demographics and the broader applications of AI beyond STEM.00:20:00 – Why Agency is the New Literacy in the Age of AI Connecting data trends with the need for self-directed learning and decision-making skills.00:32:00 – Brandeis University’s Bold Move to Reinvent Higher Ed for an AI Future A case study in institutional agility and what it means to act—not wait—in a rapidly evolving world. Resources Mentioned How Are People Using ChatGPTAnthropic Economic IndexBrandeis University: Reinventing the Liberal Arts 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: ⁠⁠⁠⁠⁠⁠⁠⁠⁠Free Course – AI Skills for College and Career⁠⁠⁠⁠⁠⁠⁠⁠⁠ to equip your school community with future-ready skills. For questions, email: ⁠⁠⁠⁠⁠⁠⁠⁠⁠hello@designingschools.org⁠

    39 мин.
  5. 15 СЕНТ.

    Future Focus | The AI Hiring Crisis: Why Young Workers Are Losing Jobs and What Schools Must Do Now | Week of August 25, 2025

    This episode explores the evolving impact of AI on the job market, especially its disproportionate effects on younger workers and recent graduates. Dr. Sabba Quidwai and Stefan analyze the recent paper "Canaries in the Coal Mine", revealing how automation and augmentation are reshaping employment trends and urging educational leaders to rethink how students are being prepared for an AI-driven future. Timestamps [00:02:00] Rethinking the AI and Jobs Debate Sabba challenges the binary narrative of “AI taking jobs” and advocates for a more nuanced view focused on redesigning existing roles and preparing for emerging ones.[00:05:00] Key Takeaways from ‘Canaries in the Coal Mine’ Discussion of six major findings from the Stanford/Hi-Pact paper, highlighting declines in employment for young workers in AI-exposed jobs like coding and entry-level marketing.[00:10:00] Disconnect Between Education and Workforce Needs Reflection on how high schools and colleges must pivot from traditional learning models to design thinking and durable skills to help students remain relevant.[00:26:00] How to Be ‘AI Capable’ at Work Breakdown of Zapier’s model distinguishing AI-capable, adaptive, and transformative roles—with implications for what employers now expect from applicants.[00:32:00] Notebook LM and Smarter Learning Workflows Introduction to Google's Notebook LM as a transformative educational tool, enabling students to better engage with readings and improve learning outcomes using AI. Resources Mentioned 📄 Paper: Canaries in the Coal Mine: Six Facts About Recent Employment Effects of AI by Erik Brynjolfsson and colleagues🗓️ Stanford Seminar (Sept 29): In-depth discussion of the Canaries in the Coal Mine findings 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: ⁠⁠⁠⁠⁠⁠⁠⁠⁠Free Course – AI Skills for College and Career⁠⁠⁠⁠⁠⁠⁠⁠⁠ to equip your school community with future-ready skills. For questions, email: ⁠⁠⁠⁠⁠⁠⁠⁠⁠hello@designingschools.org⁠

    47 мин.
  6. 30 АВГ.

    Future Focus | The Illusion of Friendship: AI's Emotional Grip on a Generation | Week of August 18, 2025

    This week, Dr. Sabba Quidwai and Stefan explore the rapidly blurring boundaries between humans and machines, from emotional bonds with AI companions to the systemic divide between individual and institutional AI use. With thought-provoking stories, emerging research, and bold perspectives, they uncover how our emotional, educational, and professional systems are unprepared for the new AI-infused reality and what we can do about it. Timestamps [00:00:00] When AI Becomes a Friend: Mustafa Suleyman's Warning Sabba opens with reflections on AI's emotional mimicry and the psychological fallout when users felt they "lost a friend" with GPT model changes.[00:03:00] Companions or Crutches? Emotional Overload and Mental Health Stefan shares data on AI addiction, time spent on Character.AI, hospitalizations, and the societal implications of simulated friendships.[00:17:00] The GenAI Divide: Individual vs. Organizational Adoption MIT's study reveals how individuals thrive using AI, while institutions lag behind—highlighting why experimentation alone isn't enough.[00:26:00] Microsoft’s 3 Phases of AI: Why Most Orgs Are Stuck in Phase 1 Sabba introduces a powerful framework on AI integration—from assistants to teammates to agents—and why moving beyond Phase 1 is critical.[00:32:00] The Real Divide: Education vs. Workforce and How Youth Must Adapt As college degrees lose value and entry-level jobs shrink, the hosts argue for design thinking and entrepreneurial mindsets in schools. Resources Mentioned Mustafa Suleyman's blog: Seemingly Conscious AISpiralBench: Benchmark testing AI models for delusional reinforcementNew York Times article: "What My Daughter Told ChatGPT Before She Took Her Life"MIT study: The GenAI Divide led by Professor Nitin NandaMicrosoft Work Trend Index: Three Phases of AI Integration 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: ⁠⁠⁠⁠⁠⁠⁠⁠⁠Free Course – AI Skills for College and Career⁠⁠⁠⁠⁠⁠⁠⁠⁠ to equip your school community with future-ready skills. For questions, email: ⁠⁠⁠⁠⁠⁠⁠⁠⁠hello@designingschools.org⁠

    45 мин.
  7. 25 АВГ.

    Future Focus | My AI is My Friend: Why the Future of Education Requires Rethinking Human-AI Relationships | Week of August 4-15, 2025

    In this episode, Dr. Sabba Quidwai and Stefan explore the evolving relationships people, especially students are forming with AI tools like ChatGPT-5 and other AI tools. From the surprising emotional reactions to AI model updates to the rise of AI-powered toys for children, they dissect what these developments mean for education, ethics, and the future of learning. This conversation challenges educators to reconsider how we define thinking, agency, and integrity in an AI-integrated world. Timestamps [00:01:00] What AI Can Already Do – Sabba outlines the capabilities of the newest AI tools, setting the stage for a deeper conversation on mindset and systems change.[00:05:00] Emotional Attachments to ChatGPT – Stefan discusses the backlash to ChatGPT-5 and the unexpected grief users expressed over losing GPT-4.[00:13:00] Personalization, Vulnerability, and Ethics – The hosts explore how AI companies are leaning into emotional design and what this means for young people’s agency and decision-making.[00:20:00] AI-Powered Toys and the Future of Childhood – Sabba introduces the topic of AI toys like Curio and their implications for learning, imagination, and privacy.[00:31:00] Redefining Thinking in an AI World – A reflection on what it means to “think” today, featuring Des Hassabis’s definition and how educators can redesign learning for agency and depth. Resources Mentioned ⁠ChatGPT-5 - updates + relationship⁠⁠Chatbots + Toys⁠ 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: ⁠⁠⁠⁠⁠⁠⁠⁠⁠Free Course – AI Skills for College and Career⁠⁠⁠⁠⁠⁠⁠⁠⁠ to equip your school community with future-ready skills. For questions, email: ⁠⁠⁠⁠⁠⁠⁠⁠⁠hello@designingschools.org⁠

    39 мин.
  8. 28 ИЮЛ.

    Future Focus | The Big Lie About AI and Jobs: What We’re Getting Wrong | Week of July 14, 2025

    This episode unpacks the viral claim, “AI won’t take your job, but someone who knows how to use it will,” exploring its deeper implications. Sabba and Stefan discuss how cultivating high-agency learners and leaders — who can adapt, make decisions, and build trust — is far more critical than simply learning AI tools. With practical strategies and thought-provoking insights, the conversation challenges educators, parents, and leaders to foster resilience and human connection in a world increasingly shaped by AI. Timestamps 00:00 – The Viral Lie: “AI won’t take your job…” Sabba challenges the popular soundbite and introduces the real question: Who can lead and adapt when no one else comes to save them?03:00 – Greg Eisenberg’s Perspective on AI and Jobs Exploring Greg Eisenberg’s viral post and its implications for the workforce, entrepreneurship, and education.09:00 – Building High-Agency Learners vs. Teaching AI Tools Why persistence, curiosity, and decision-making matter more than ever — and why perfection and compliance no longer serve students or employees.27:00 – The Rise of AI Companions and the Loneliness Crisis Discussing the concerning trend of kids (and adults) turning to AI for companionship, and what it says about human relationships.36:00 – Practical Strategies: Frameworks and Tools to Cultivate Agency Concrete ways schools and organizations can foster high-agency environments, including examples from Desert Sands USD and Gemini AI. 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: ⁠⁠⁠⁠⁠⁠⁠⁠⁠Free Course – AI Skills for College and Career⁠⁠⁠⁠⁠⁠⁠⁠⁠ to equip your school community with future-ready skills.For questions, email: ⁠⁠⁠⁠⁠⁠⁠⁠⁠hello@designingschools.org⁠ Resources Mentioned Greg Eisenberg’s LinkedIn post - How Does AI Play OutAI Companions and Kids

    43 мин.
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Cultures of innovation begin with a culture of empathy. As you navigate today’s changing world the question remains how do you create these cultures? How do you scale them? And how do you help people develop the mindset and skills to thrive within them? These are the questions people ask Dr. Sabba Quidwai, researcher, educator and storyteller. Each week we’ll explore the answers with stories and strategies from researchers, education leaders and today’s young people as we explore how might we design schools.

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