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
[00:04:00] The OpenAI Controversy and Culture Clash
[00:06:00] Lessons from OnlyFans: When Users Redefine Platforms
[00:14:00] Reports from the Field: The AI Literacy Gap in Schools
[00:24:00] What Bold Leaders Do Differently with AI
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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
[03:00] Redefining Human Skills
[07:26] Agents That Use Computers Like Humans
[10:25] Sora and the Rise of Generative Imagination
[14:35] Deloitte's AI Report Scandal
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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
[04:00] What Makes a Super Leader?
[13:00] AI Teammates and Workflow Redesign
[28:00] Safety, Skepticism, and the Human Cost of AI
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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
00:04:30 – Top 3 Use Cases: Tutoring, Information Seeking, and Writing Support
00:13:00 – The Gender Gap Closes and the Myth of Coding-Centric AI
00:20:00 – Why Agency is the New Literacy in the Age of AI
00:32:00 – Brandeis University’s Bold Move to Reinvent Higher Ed for an AI Future
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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
[00:05:00] Key Takeaways from ‘Canaries in the Coal Mine’
[00:10:00] Disconnect Between Education and Workforce Needs
[00:26:00] How to Be ‘AI Capable’ at Work
[00:32:00] Notebook LM and Smarter Learning Workflows
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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
[00:03:00] Companions or Crutches? Emotional Overload and Mental Health
[00:17:00] The GenAI Divide: Individual vs. Organizational Adoption
[00:26:00] Microsoft’s 3 Phases of AI: Why Most Orgs Are Stuck in Phase 1
[00:32:00] The Real Divide: Education vs. Workforce and How Youth Must Adapt
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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
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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…”
03:00 – Greg Eisenberg’s Perspective on AI and Jobs
09:00 – Building High-Agency Learners vs. Teaching AI Tools
27:00 – The Rise of AI Companions and the Loneliness Crisis
36:00 – Practical Strategies: Frameworks and Tools to Cultivate Agency
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In this episode of Designing Schools, Dr. Sabba Quidwai and Stefan Bauschard explore the transformative shift from individual AI use to organizational deployment. They discuss Google's LearnLM principles, Gemini's enterprise tools, and how AI agents are changing the skills and mindset needed for leadership and collaboration. Through reflections, real-world examples, and critical insights, they outline how to move beyond using AI as an assistant and start managing it as a teammate.⏱️
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This episode explores how the evolving job market prioritizes AI fluency, adaptability, and mindset over traditional qualifications. Sabba and Stefan dissect recent research and reports, highlighting how education must adapt to prepare learners for a future where AI is a collaborator, not a cheat code. They also spotlight real-world education leaders and systems successfully navigating this transformation.
Timestamps
[00:01:00] The Résumé is Out, AI Fluency is In
[00:04:00] Refusing AI Isn’t an Option
[00:10:00] Sandbox Interviews and Soft Skills Reimagined
[00:23:00] Stanford’s Human-AI Collaboration Study
[00:36:00] Barbie Gets AI: The Future Starts in the Toybox
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This episode explores how emerging signals from viral LinkedIn posts to global entrepreneurship trends are revealing cracks in traditional education. Dr. Sabba Quidwai and Stefan discuss the urgent need to move from robotic, standardized systems toward cultivating creativity, curiosity, and entrepreneurial thinking, especially as AI reshapes what it means to learn, lead, and connect. They share stories that inspire a mindset shift, from kids in Nepal launching businesses to how companies like Zapier are reimagining onboarding with AI.
Timestamps
[00:00:00] Redefining Human vs. Robotic
[00:02:00] A Parent’s Frustration Goes Viral
[00:05:00] Building Future Entrepreneurs
[00:12:00] Are AI Friends Real Friends?
[00:17:00] Kids Are Learning—Just Not in School
[00:25:00] From Tool to Teammate: Zapier’s Onboarding Shift
[00:33:00] OpenAI and the NYT Lawsuit: What Educators Should Know
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In this powerful and provocative episode, Dr. Sabba Quidwai and Stefan explore the urgent implications of AI on education, employment, and democracy. They dissect recent comments by Anthropic's CEO, reflect on generational shifts in perceptions of higher education, and challenge educators to embrace change, not resist it. This is a call to action for reimagining learning, relevance, and agency in an AI-driven world.
Timestamps
[00:01:00] The AI Wake-Up Call
[00:06:00] Rethinking Entry-Level Work
[00:14:00] College Regret and the ROI Crisis
[00:26:00] Why Faculty Must Try, Not Defend
[00:32:00] Sinek, Struggle, and Staying Human
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In this week’s special episode, Sabba and Stefan dive into the newly released AI literacy framework from the European Commission and OECD. Highlighting its student-centered vision, they explore how this document finally sets a compelling standard for empowering learners with durable skills, agency, and real-world decision-making tools for an AI-driven future.
Timestamps
[00:00:00] Introducing the OECD AI Literacy Framework
[00:03:00] Why Students Learn More from Screens than Schools
[00:08:00] Personas and Real-World Scenarios for AI Use
[00:18:00] RISE vs. Traffic Lights: Rethinking AI Decision Models
[00:27:00] A Look at Desert Sands’ Leading AI Guidance
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In this episode, Dr. Sabba Quidwai and Stefan discuss the surprising fears at the top of organizations, CEOs worried about their lack of AI strategy and technical confidence. Drawing from the latest research from Day Taku, Microsoft, and the OECD, they unpack how leadership, education, and AI integration intersect, revealing why successful change depends more on mindset and management than on tools alone. From workplace strategies to the classroom crisis, they explore what’s needed to empower both leaders and learners in this AI-driven world.
[00:00:00] CEOs' Hidden Fears About AI Leadership
[00:04:00] The AI Power Circle: A New Model for Executive Learning
[00:12:00] Google's Alpha Evolve: AI’s Leap into Novel Problem-Solving
[00:19:00] Microsoft’s Four Lessons for AI Adoption in Teams
[00:28:00] The Broken Model of Education Exposed by AI Cheating
[00:41:00] OECD’s Warning on the Digital Well-Being of Children
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This episode unpacks the viral claims that AI leadership doesn't exist yet and challenges that view by highlighting the real issue our resistance to change management and leadership development. Sabba and Stefan discuss how organizations can unlock real transformation by focusing on people, teams, and culture rather than just tools, while raising urgent questions about AI’s expanding role in social and professional life.
Timestamps
[00:01:00] Rethinking AI Leadership
[00:03:00] Defining What AI Leaders Actually Do
[00:08:00] The Career Question Everyone Should Be Asking
[00:22:00] Microsoft’s Game-Changing People Skills Tool
[00:34:00] AI Social Companions: The New Mental Health Crisis?
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This week, Sabba and Stefan explore the increasingly blurred lines between AI as a companion, and AI as chatbot, and what's at stake for today's young people. With urgent reports from Common Sense Media and bold visions from tech giants like Microsoft, Google, and Visa, the conversation uncovers the stark contrasts and underlying truths shaping our AI-driven future. This episode is a call to leadership, urging schools, parents, and communities to move beyond fear and into thoughtful engagement.
Timestamps
[00:00] Competing Visions of AI’s Future
[02:00] Common Sense Media vs. Microsoft AI
[14:00] The Inconsistency of AI Ratings in Education
[20:00] Corporate AI First Strategies & Education’s Outdated Response
[37:00] Orbs, World ID, and AI Shoppers
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In this week’s episode, Sabba Quidwai and Stefan Bauschard dive deep into the implications of the latest U.S. executive orders on artificial intelligence, particularly in education. They explore how policy is setting a new tone for AI integration from K–12 to workforce development and highlight actionable guidance from states like Nevada. The conversation emphasizes the urgent need for leadership, literacy, and learning design to keep pace with the AI revolution.
Timestamps
[00:02:00] Executive Orders on AI
[00:06:00] Breaking Down K–12 AI Integration
[00:18:00] Urgency in Innovation: Lessons from the Book "Click"
[00:25:00] Nevada’s Stellar AI Guidance
[00:33:00] Enterprise Trends and AI ROI Reports
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In this week's episode, Dr. Sabba Quidwai and Stefan Bauschard discuss the significant shifts AI is causing across education, particularly higher education. With the release of OpenAI’s latest models, they explore provocative scenarios, including whether universities can survive without radically reimagining their structures, curricula, and roles. Through candid conversations and real-world examples, they challenge the traditional pace of change and advocate for preparing learners, and educators, for an unpredictable, AI-driven world.
Timestamps
[00:00:00] The $68 Billion Question: California's Higher Ed Crisis
[00:02:00] Can Universities Survive AI? Stefan's Perspective
[00:05:00] Why O3 is a Game Changer: Understanding OpenAI's Newest Model
[00:13:00] The Problem with "Traffic Light" AI Policies in K–12
[00:29:00] Google AI Tools for Education: A Wake-up Call
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Webinar: Free Designing Schools webinar covering how to leverage new AI tools from Google and Canva. Click here to sign up and be notified of the details.
In this episode hosts Dr. Sabba Quidwai and Stefan Bauschard explore the cultural and strategic implications of the Shopify CEO’s provocative memo: “Before you ask for headcount, tell me why AI can't do it.” They unpack major updates from Google and OpenAI, offering a compelling case for why AI is redefining collaboration, creativity, and leadership. This isn’t just about new tools, it’s a call to reimagine how we learn, lead, and live in a world where AI is now a baseline expectation.
Timestamps
[00:00:00] The Shopify Challenge: A Culture Memo, Not a Tech Memo
[00:05:00] Google's Vision for Collaborative AI Workflows
[00:16:00] From Tools to Teammates: Shifting Mindsets in Education
[00:26:00] Gen Z’s AI Literacy Gap and the Urgency for Action
[00:35:00] OpenAI’s Memory Update: The Future of Personalized Intelligence
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In this episode, Sabba and Stefan dive into the rapid acceleration of AI technologies, spotlighting how tools like ChatGPT and Claude are transforming the educational landscape. They explore groundbreaking developments like agentic platforms, transparency in AI reasoning, and what it means for today’s students to be the “Class of AGI.” This is a forward-thinking conversation that challenges leaders to rethink how we prepare people for a world led by intelligent systems.
Timestamps
[00:01:00] The Center of Gravity is Shifting
[00:10:00] The Class of AGI: Redefining Higher Education
[00:22:00] Enter the Age of Agents: Digital Workers in the Enterprise
[00:32:00] Inside the Mind of Claude: Anthropic’s Breakthrough in AI Transparency
[00:41:00] Passing the Turing Test and Redefining Human Identity
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