Research says... educators need this on AI Literacy Day


πŸ₯³ Happy AI Literacy Day!

March 27th is National AI Literacy Day in the US, and there's no better way to celebrate than with a special edition newsletter, podcast episode, and blog.

This month's newsletter is your Family Feud board. Each section flips over key AI in education questions every educator is wrestling with right now. The answers? Summaries of what the research is saying on AI in education.

Over one hundred educators surveyed. The board is loaded. Let's play.

  • πŸŸͺ Why AI Literacy Day? Research Says...
  • 🟩 Is AI Safe for Students? Research Says...
  • 🟨 Name Something that's Lagging Behind in Most Schools. Research Says...
  • 🟧 The Steal: AI Agents Just Took the Board
  • 🟦 Bonus Round: Socrait Pilot + Research Study
  • πŸ† Everyone's a Winner: Learning Opportunities

πŸŸͺ Why AI Literacy Day? Research Says...

Why do we have AI Literacy Day? The research is in and the board says lower AI literacy leads to more AI use. Sounds backwards until you understand the magical thinking trap.

On this special edition AI Literacy Day podcast episode, I unpack the research behind the why, when, and how of AI literacy. I also review the research on what students are asking educators to do right now.

Alternately, this blog post highlights some key AI literacy studies:

🟩 Is AI Safe for Students? Research Says...

"Is AI safe for my students?" Great question. Let's go to the research.

​Stanford's recent review of AI in education research flipped over a finding that shapes the discussion around student AI use: it's all in the tool design.

Scaffolding = learning. Answer-generating = cognitive shortcut.

My blog post and podcast break down the three requirements I use to evaluate any AI tool for classroom use:

The blog post also has a corresponding visual infographic:

🟨 Name Something that's Lagging Behind in Most Schools. Research Says...

TRAINING! It's on the board. It's what educators need.

The research confirms teachers are already using AI, but governance and training haven't kept pace.

​Stanford's research summary puts it plainly: "Teachers also need time, training, and infrastructure to integrate AI tools into their work, and these supports are often unevenly distributed across schools."

And it's not just a resource problem, it's a design problem. The research points to two factors that determine whether AI amplifies learning or undermines it:

  1. Equitable access to the right tools (which look different for teachers than for students)
  2. The learning design decisions that teachers make every day

Those decisions require training. A systematic review of 43 studies on teacher AI professional development found that the schools where teachers actually changed their practice were the ones that combined technical skill-building with pedagogical reflection, ongoing support, and a culture that made it safe to experiment and fail.

Pure point-and-click tool training? Buzz. That's why everything I do is grounded in teaching and learning first, technology second.

If your teachers are already using AI but don’t feel confident or consistent, this is exactly the work I do with schools.

I am booking professional development through summer and even into fall, so reach out now to get me to your school!

🟧 The Steal: AI Agents Just Took the Board

AI agents have taken the whole board!

We now have agentic AI as an autonomous operator: systems that navigate browsers, execute tasks, and build new tools on their own.

The way I've been explaining it: use an LLM to think through and refine an idea, then hand it to an agent to actually go build it.

  • LLMs = thought partner
  • Agents = task delegation

Fellow educator-turned-Silicon-Valley-insider Aaron Makelky joined me on the podcast to break down what educators need to know about this shift.

UPDATE: In typical AI fashion, the technology moved even faster than we expected between recording and publishing a few short weeks ago. That's agentic AI in a nutshell. Claude Cowork is now the leader in the agentic AI space. I am using it almost every day. Cowork just added a new feature called "Dispatch" that acts exactly like OpenClaw with much less technical requirements and slightly less security and privacy risks (less not erased!). (If none of this makes sense listen to the episode! πŸ˜†)

🟦 Bonus Round: Socrait Pilot + Research Study

It's bonus round time. And the survey says: teachers want more visibility into their classrooms without more work.

I've been testing Socrait: a voice-powered teacher tool that listens (never records) during instruction and turns your natural teaching voice into organized classroom data: behavior tracking, summaries, reminders, the works.

It's FERPA-compliant (I drilled them on this, don't worry πŸ˜†) and no audio is ever stored. Their proprietary technology captures key data points without the privacy risks.

Socrait is looking for schools to join a free 5-week research pilot:

  • Up to 5 teachers per building
  • A short virtual training
  • Ongoing support
  • Zero cost

The only ask is that participating teachers use it during class and complete brief pre- and post-surveys (about 5 minutes each).

Interested? Reach out to me and I'll connect you directly, or contact Socrait's Jim Clor at jim@socrait.com.

And if you participate, please share your feedback on the tool with me!

πŸ† Everyone's a Winner: Learning Opportunities

Webinars:
Count down to 2026-04-21T17:00:00.000Z​
More New Podcast Episodes:
More Learning Opps with LindyHoc:

Board's cleared.

πŸŽ™οΈ The research has spoken: AI literacy is a now-to-have, tool design determines outcomes, and teachers can't do this without the right training and support.

The good news? You're already here, already curious, already asking the right questions.

That puts you at the top of the board.

See you next month!

❀️ Lindy

Lindy Hockenbary

K–12 EdTech Advisor

she/her

406-853-2661

​lindyhoc.com​

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