Edtech Insiders

Google’s Vision of a Personal Tutor for Every Student: Dave Messer on Guided Learning


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Dave Messer is a Product Manager on Google's Learning & Education team, leads product for emerging learning initiatives, including Learning Labs and Gemini. A former teacher with masters degrees in software engineering and education, he works with experts and the education community to build products that target real-world challenges for educators and students.

💡 5 Things You’ll Learn in This Episode:

  1. Google’s vision for AI in education
  2. How multimodal learning makes concepts stick
  3. Why student feedback shaped Guided Learning’s design
  4. The role of learning science in AI models
  5. How Google balances personalization, privacy, and classroom impact

Episode Highlights:
[00:01:24] Dave Messer’s journey from classroom teacher to Google PM
[00:02:31] Google’s vision: a personal tutor for every student, a TA for every teacher
[00:05:27] Multimodal learning in Guided Learning—diagrams, visuals, and YouTube videos
[00:14:16] Inside LearnLM, Google’s AI model infused with pedagogy
[00:19:33] Psychological safety and student agency in AI-driven learning
[00:23:15] Student feedback that inspired Guided Learning’s design
[00:27:13] How learning science principles like active learning and metacognition guide product design
[00:35:18] Personalization, data privacy, and the classroom of the future
[00:38:32] Educator concerns, student creativity, and the responsible use of AI

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🎉 Presenting Sponsor/s:

This season of Edtech Insiders is once again brought to you by Tuck Advisors, the M&A firm for EdTech companies. Run by serial entrepreneurs with over 30 years of experience founding, investing in, and selling companies, Tuck believes you deserve M&A advisors who work as hard as you do.

Ednition helps EdTech companies reclaim rostering and own their integrations. Through its flagship platform, RosterStream, Ednition replaces costly data providers and complex internal infrastructure with direct, secure connections to any SIS or data source. The result: scalable integrations, lower costs, and seamless experiences for schools and districts of every size. With Ednition: Reclaim rostering. Own your integrations. Cut the cost.

Innovation in preK to gray learning is powered by exceptional people. For over 15 years, EdTech companies of all sizes and stages have trusted HireEducation to find the talent that drives impact. When specific skills and experiences are mission-critical, HireEducation is a partner that delivers. Offering permanent, fractional, and executive recruitment, HireEducation knows the go-to-market talent you need. Learn more at HireEdu.com.

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Edtech InsidersBy Alex Sarlin and Ben Kornell

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