What Skills Matter Most for AI Literacy?

What Skills Matter Most for AI Literacy?

Author: Jeff Utecht & Tricia Friedman January 18, 2026 Duration: 33:35

AI literacy in the classroom looks like students practicing judgment, sense-making, and self-awareness while working alongside AI, not replacing thinking with tools. It emphasizes mindset before mechanics.

In this episode of Shifting Schools, Jeff Utecht and Tricia Friedman frame AI literacy through the BAKE Mindset:

  • Balance – Knowing when AI helps and when it doesn't

  • Adaptability – Updating learning practices as tools change

  • Knowledge Sharing – Making thinking visible and collective

  • Empathy – Designing learning with student experience in mind

How Does AI Change Research in Schools?

AI changes how research starts and what counts as learning.

Instead of:

  • Finding information

  • Rewriting sources

  • Formatting citations

Students now practice:

  • Comparing perspectives

  • Identifying bias and heuristics

  • Deciding what matters and why

Research becomes an exercise in judgment, not retrieval.

The episode traces this shift historically—from card catalogs to microfiche to Google—and positions AI tools as the next evolution rather than a rupture.

The conversation highlights several skills that remain human-led:

  • Judgment – Evaluating ideas, not accepting outputs

  • Question Formation – Using AI to clarify what to ask next

  • Bias Awareness – Recognizing anchoring and confirmation effects

  • Metacognition – Noticing learning gaps and strengths

AI supports these skills but does not perform them on a learner's behalf.

What Does "AI as a Co-Learner" Mean?

AI as a co-learner means:

  • Students remain responsible for decisions

  • AI offers scaffolding, variation, or clarification

  • Learning paths stay human-directed

This mirrors patterns already familiar in education, including IEPs, 504 plans, and differentiated instruction.

How Does AI Literacy Connect to SEL?

AI literacy intersects with social-emotional learning by strengthening:

  • Self-awareness of strengths and gaps

  • Confidence in asking questions

  • Comfort with uncertainty and revision

As students work with AI, they gain clearer insight into how they learn—not just what they produce.

Who Is This Episode For?

  • Classroom teachers rethinking research and assessment

  • School leaders shaping AI literacy strategy

  • Instructional coaches and curriculum designers

  • Educators focused on mindset, SEL, and learning design

Series Context

This episode is part of the BAKE Mindset series from Shifting Schools.

Ready to learn more:

https://www.shiftingschools.com/

Do you love the way this show is edited and produced?

If you are looking for an amazing producer, learn more about connecting with our very own, Sagheer M.

https://www.upwork.com/freelancers/~01a20f0c0c32996d55

 


Ever feel like the conversation around education moves faster than a school day? Shifting Schools: Conversations for K12 Educators is here to slow things down just enough for a meaningful dialogue. Hosted by practicing educators Jeff Utecht and Tricia Friedman, this podcast creates a necessary space for teachers and administrators to dig into the real work of modern teaching. Instead of just theory, you’ll hear from fellow practitioners and thought leaders who are navigating the same challenges you face daily. The discussions move beyond surface-level trends to unpack practical strategies and tools that can be adapted for your own classroom or school. Whether it’s rethinking assessment, integrating technology with purpose, or fostering a more inclusive learning environment, each episode is grounded in the shared goal of improving outcomes for every student. Tuning in feels less like another professional development requirement and more like a candid staff room conversation with colleagues who get it. This is where the abstract ideas about educational change meet the concrete reality of the K-12 world, offering actionable insights for anyone committed to the craft of teaching. Find Shifting Schools wherever you listen to your favorite podcasts for a regular dose of perspective and practical ideas.
Author: Language: English Episodes: 50

Shifting Schools: Conversations for K12 Educators
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