The Story of the Echo
Teaching is a delayed harvest profession. This week, I received a message from a student I taught four years ago that reminded me why the 'Human Check' is more important than any AI in education tool
Yesterday, I received a message from a friend in Kansas that stopped me in my tracks. He had been talking to a former student of mine—now a sophomore in college—who told him, “Mr. Bergmann really impacted my life.”
I didn’t hear that four years ago when he was sitting in my Chemistry class. I didn’t see it on a course evaluation. I am hearing it now, vicariously, through an “echo.”
If you are a teacher in the middle of “Manic May,” feeling exhausted and wondering if you’re actually getting through, this episode is for you. Teaching is a delayed harvest profession. You are planting seeds today that you might not see bloom until 2030.
The Year in Review: Reclaiming the Classroom
As I sat through my final teacher evaluations this week, I looked back at the journey we’ve been on since September.
The AI Pivot: We started the year trying to figure out how to “enmesh” AI into Physics. But as the months went by, the goal changed. I found myself warning students about “Stupefaction.” If we offload our thinking to the machine, we lose the “productive struggle” that actually grows the brain.
The Letters to Students: I wrote two letters to students. The first is more personal to my students, and the second is a joint effort with a consortium of STEM professors across the United States.
The Mastery Flip: This year gave birth to a new framework: AI Engines, Analog Roots, and Human Checks. My wife actually helped me name it: The Mastery Flip.
Analog Roots: In a world of “digital glaze,” I actually went out and bought used physical textbooks for the fourth quarter. We moved away from online platforms and back to paper, pencil, and face-to-face conversation. Why? Because the “Analog Root” is what keeps the student grounded in their own thinking.
The “Motor” Moment
The payoff for all this “Analog” work happened this week during our electricity unit. I watched a student—one who has struggled with traditional work all year—build an electric motor from scratch. He was so proud that it spun for 30 minutes straight.
In that moment, I wasn’t just a teacher; I was a Vision Caster. I told him, “You need to be an electrical engineer.” That’s the “Human Check” that no AI can provide.
The Final Word: Stay for the Echo
I’ve been doing this for 40 years, and I still get tired. But then I get a message from Kansas.
To the “Village” of teachers listening: Don’t judge your success by how you feel today. Judge it by the echo that is coming. Stay in the fight.
Episode Timestamps:
00:00 - The Message from Kansas: A 4-Year Echo
02:51 - Is AI Stupefying Our Students?
06:44 - The Mastery Flip: AI Engines & Analog Roots
08:11 - Why I’m Returning to Physical Textbooks in 2026
11:45 - The Motor Project: When a Student “Comes Alive”
15:01 - Parent Feedback: The Power of Being Seen
16:17 - Year 40 Encouragement: Stay for the Echo
P.S. If you're watching this on YouTube, please hit the 'Hype' button on the video! It helps the algorithm push this encouragement to other tired teachers who need to hear it this week
