AI in Education: Real Classroom Examples, Strategy, and Leadership

Kinwise is an AI-powered instructional coaching platform for teachers.

Explore how schools are actually using AI from classroom practice to district strategy.

Kinwise: AI Insights for Educators

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I send a short note with each new episode: the backstory, what surprised me, and what it's making me rethink. Plus occasional reflections on building Kinwise Coach.

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Schools are Asking the Wrong Question About AI

Most schools start their AI conversation with "Does this tool work?" Educator and philosopher Priten Shah argues that's the wrong first question. In this episode, Priten shares a bioethics-based framework for ethical decision-making in K-12 and makes the case that classroom teachers, not district admins, are the most consequential AI decision-makers in any school

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How One Teacher Used AI to Increase AP Pass Rates by 22%

Scott Kern, a veteran historian turned AP US History teacher at North Star Academy, didn't enter the AI space for efficiency alone. Instead, he sought to solve the "great sadness" of the profession: the inability to be everywhere at once for thirty unique learners. By developing custom feedback bots that mirror his instructional voice, Scott scaled his presence, resulting in a career-high pass rate on the AP exam.

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How Teachers Are Using AI to Build Student Confidence

Ivanna Gutierrez joins the show to discuss the critical transition from being a consumer of technology to a creator, emphasizing AI literacy as a fundamental requirement for modern equity. Drawing on her experience in both IT consulting and the classroom, she shares how she guides students to use generative AI for problem-solving while maintaining the logical rigor needed for long-term success.

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What Happens When AI Can Write a Dissertation in 8 Minutes?

In an era where a doctoral dissertation could theoretically be generated in minutes, educational leaders face a profound dilemma: How do we prioritize the process of learning when the product can be automated?

Lydia Kumar sits down with Dr. Nicole Schilling and Dr. Jason Margolis to dissect the evolving role of Artificial Intelligence in high-stakes education. Approaching the topic through a "critical friends" model, they offer contrasting perspectives on the risks of cognitive atrophy and the potential for AI to serve as a rigorous simulation partner. Together, they explore the nuances of bias, the limitations of rigid policy, and the urgent need to redefine ethical guidelines for the next generation of leaders.

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25. Danelle Brostrom on Leading AI: Privacy, Humanity, and Progress in Schools

As AI becomes embedded in nearly every classroom tool, how can schools safeguard privacy, foster digital discernment, and still innovate? In this episode of Kinwise Conversations in AI, Danelle (Danielle) Brostrom, K-12 Educational Technology Coach at Traverse City Area Public Schools and 2025 EDSAFE AI Alliance Women in AI Fellow, joins host Lydia Kumar to unpack this urgent question.

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23. The Lifeline of Learning: Dr. Sawsan Jaber on Radical Love, Agency, and Humanizing Education in the Age of AI

In this episode, we’re joined by Dr. Sawsan Jaber, a global educator, equity strategist, and author of Pedagogies of Voice. Dr. Jaber’s work is rooted in her lived experience as the daughter of refugees and her profound belief that classrooms must be healing spaces that nurture student voice and radical love.

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19. The Frontier Classroom: McKenna Akane on Rural Innovation and Emerging Tech

How can educators in rural and underserved communities pioneer the use of cutting-edge technology? Award-winning STEM teacher McKenna Akane shares her incredible journey of bringing AI and VR into her rural Montana classroom. In this episode, she discusses fundraising for VR headsets, winning the Samsung Solve for Tomorrow competition, preserving Indigenous culture with technology, and the importance of creating ethical, human-centered learning experiences for every student.

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18. Shaping the Future Classroom with Mike McGuckin

High school teacher Mike McGuckin discusses his practical strategies for integrating AI into his computer science classes. He shares how he uses AI as an "idea bouncer" for lesson planning, how he facilitates conversations on AI ethics, and what it truly means to be a future-ready educator today.

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16. Unmasking AI: Angeline Corvaglia on Bias, Emotional Design, and Protecting Your Unique Voice

How is AI trained? Digital literacy advocate and Data Girl creator Angeline Corvaglia pulls back the curtain on the human decisions behind AI. She and Lydia Kumar discuss everything from beauty bias in data labeling and the emotional design of chatbots to the urgent need to preserve young people's unique voices in a world of algorithmic influence.

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