AI Literacy Is Problem-Solving Literacy

AI Literacy Is Problem-Solving Literacy

Author: Jeff Utecht & Tricia Friedman July 7, 2026 Duration: 13:44

Tricia Friedman shares a real-life story about a flooded basement, an insurance claim, and what it revealed about AI literacy.

After a major storm in Ottawa caused basement flooding, Tricia found herself facing the kind of problem many people recognize: too many damaged items, too many documents, too many decisions, and a process that can quickly become overwhelming. But this time, compared with a similar flood two years earlier, the experience felt different.

Using AI tools, Tricia organized photos of damaged belongings, created an insurance-ready inventory, reviewed policy details, searched for replacement costs, identified relevant local supports, and built a project plan for the weeks ahead. She also used AI to think through communication with the insurance company, plan around disruption at home, and even create a small family recipe resource in the middle of the chaos.

The point is not that AI made the flood easy. It did not. The point is that AI changed Tricia's capacity to respond.

For educators, that distinction matters.

Too often, school conversations about AI focus on shortcuts, cheating, prompt-writing, or which tool to use. This episode asks us to widen the frame. AI literacy is also about helping students become stronger problem solvers. That means knowing how to break down a complex situation, gather evidence, ask better questions, compare options, verify claims, communicate clearly, and decide what to do next.

This kind of AI literacy belongs across the curriculum. A flood insurance claim can become a math problem, a media literacy problem, a civics problem, a consumer rights problem, a writing problem, a design problem, and a wellbeing problem. That is the real invitation here: bring AI bigger problems, not just cleaner prompts.

In this episode:

Tricia explains how AI helped her organize a flood-related insurance claim.

She reflects on the difference between using AI for a task and using AI to manage a complex problem.

The episode explores why AI literacy should include verification, judgment, documentation, and communication.

Tricia makes the case that schools need to help students practice using AI in realistic, interdisciplinary situations.

She also raises an equity question: if AI can help people navigate systems like insurance, consumer rights, city services, and legal language, then every student deserves to understand how to use it responsibly.

For educators, this episode asks:

What kinds of real problems are we inviting students to bring to AI?

Are students learning how to check AI outputs against evidence, policy, data, and lived context?

How might AI help students see connections across math, language, civics, research, and design?

What does it mean to teach AI literacy as a form of agency, not just technical skill?

Big idea:

AI literacy is not mainly about knowing how to use a chatbot. It is about knowing how to think with a tool when the problem is complicated, consequential, and real.


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
Podcast Episodes
How Nolan's Odyssey and Cover Songs Help Us Talk About AI [not-audio_url] [/not-audio_url]

Duration: 13:27
Christopher Nolan's Odyssey just earned nearly $300 million retelling a 3,000-year-old story — so what actually separates imitation from transformative interpretation? In this episode, Tricia makes the case that cover so…
When Students Go After Real Problems [not-audio_url] [/not-audio_url]

Duration: 32:28
When Alex Campbell set out to teach sociology through true crime, he wasn't trying to catch a murderer. He was trying to make the stakes real. Nine years later, his high school students in Appalachia have restored names…
Do you want to better understand your team? [not-audio_url] [/not-audio_url]

Duration: 14:51
Every team has communication habits, but how many of those habits have ever been discussed out loud? In this episode, Tricia introduces The Shared Kitchen, a free reflection and facilitation tool designed to help teams u…
The perfect middle grade book for readers during The World Cup [not-audio_url] [/not-audio_url]

Duration: 21:45
Award-winning author Christina Diaz Gonzalez joins Tricia to discuss Offside, her new bilingual middle-grade graphic novel about soccer, friendship, ambition, identity, and finding the courage to use your voice. Although…
Jerry Spinelli: What Young Writers Need to Know About Stories [not-audio_url] [/not-audio_url]

Duration: 17:56
Newbery Medal-winning author Jerry Spinelli joins the podcast for a conversation about writing, perseverance, childhood, and the stories that stay with young readers. Known to many elementary and middle school teachers t…
Colin Woodard on Civic Identity, Trust, and the American Story [not-audio_url] [/not-audio_url]

Duration: 18:18
In this Fourth of July weekend episode, Tricia Friedman speaks with Colin Woodard, director of Nationhood Lab at Salve Regina University's Pell Center, about national identity, civic trust, polarization, and the stories…
Teaching the Declaration Beyond the Fourth of July [not-audio_url] [/not-audio_url]

Duration: 23:12
In this Fourth of July weekend episode, Tricia Friedman speaks with historian and author Katie Kennedy about her new book, The Declaration Decoded, and the stories behind America's foundational documents. For history and…
What 600 Letters Can Teach Us About WWII [not-audio_url] [/not-audio_url]

Duration: 28:27
In this episode, Tricia speaks with Jan Cress Dondi about the years-long research journey behind her USA Today bestselling WWII book. What began with the discovery of hundreds of family letters became a much larger act o…
AI in Schools Is Changing: What Leaders Need Now [not-audio_url] [/not-audio_url]

Duration: 17:39
In this episode of Shifting Schools, Jeff and Tricia reflect on the 2025–2026 school year and what they are seeing as schools move into a more mature phase of AI work. The conversation moves beyond tools and prompt tips…