Skip to content
Sign in
Artwork for K12Science
K12Science · March 4 · 5 min

What if AI Gets it Wrong?

K12Science Podcast: What if AI Gets it Wrong? I was recently reading the February 18, 2026 NSTA Blog, a publication of the National Science Teaching Association. In this blog I read the section, "From Chalkboards to AI" written by Valerie Bennett and Christine Anne Royce. They wrote an article entitled "What if AI Gets it Wrong? Teaching Students to Detect Errors and Misleading Models." When teachers intentionally surface AI errors, students learn that: Authority does not equal accuracy. Confidence is not evidence. Scientific knowledge is always provisional. It may be best to integrate AI literacy with disciplinary practices rather than teaching is as a standalone skill.

0:00-5:13
Play in

transcript

No transcript — this publisher did not publish one.

show notes

K12Science Podcast: What if AI Gets it Wrong?

I was recently reading the February 18, 2026 NSTA Blog, a publication of the National Science Teaching Association.

In this blog I read the section, "From Chalkboards to AI" written by Valerie Bennett and Christine Anne Royce. They wrote an article entitled "What if AI Gets it Wrong? Teaching Students to Detect Errors and Misleading Models."

When teachers intentionally surface AI errors, students learn that:

  • Authority does not equal accuracy.
  • Confidence is not evidence.
  • Scientific knowledge is always provisional.

It may be best to integrate AI literacy with disciplinary practices rather than teaching is as a standalone skill.

more episodes

All episodes