Episode 13- The Must-Teach List: Building AI Literacy Into Every Subject with Tim Howes
Description
📝 Episode Summary:
In this back-to-school conversation, Bob Hutchins sits down with Tim Howes to explore how schools can embed AI literacy into the core of teaching and learning—without losing the skills, creativity, and human connection that make education meaningful.
Together, they tackle questions on what belongs on a "must teach" list when AI can already perform so many traditional academic tasks, and how to ensure AI literacy isn't siloed off as a tech elective. They discuss the importance of transferable skills like critical thinking, collaboration, and adaptability, as well as emerging competencies such as prompt engineering, evaluating AI outputs, and blending human judgment with AI-generated insights.
The discussion also dives into the balance between AI-assisted learning and friction-rich, manual experiences that build resilience, the role regional service centers like ACES can play in shaping state and national AI priorities, and how today's first-graders might graduate looking very different from today's seniors.
🔍 Topics Covered:
What to prioritize on the "must teach" list in an AI era
Why AI literacy should live alongside—and within—core subjects
Skills that will gain importance because of AI, not in spite of it
Prompt engineering as a foundational literacy skill
Evaluating and interpreting AI outputs with a critical eye
Balancing AI-assisted learning with productive struggle
The role of service centers in piloting curriculum and influencing policy
A vision for the AI-literate graduate of the future
đź§ Key Quotes:
"AI shouldn't be a siloed tech skill—it's an appliance we'll use in every discipline."
"Prompting well is just asking better questions—and that's a skill we've always needed."
"We can use AI to create more manual learning experiences, not fewer."
📌 Who It's For:
Educators, administrators, policymakers, curriculum designers, and anyone shaping the future of learning in the age of AI.
đź”— Resources & Mentions:
ACES Innovation and AI initiatives
AI literacy integration models for K–12
Federal AI literacy funding announcements
Prompt engineering strategies for educators











