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EducationScience

K12Science

David Bydlowski

The purpose of K12Science is to share ideas about science teaching for grades K-12 and beyond. K12Science is hosted by David Bydlowski, science educator in Michigan

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  • 22 episodes
  • fortnightly
  • Avg 4 min
  • English

Episodes 22

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  • 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.

  • February 25 · 4 min

    Misconceptions About Data Science

    I was recently reading the January - February 2026 issue of "Science and Children," a publication of the National Science Teaching Association. In this issue, I read the section, "Science 101" written by Matt Bobrowsky. He wrote an article entitled "What is Data, and Is Data Science Really Science?" In the article, Matt addresses three misconceptions about data science: 1. Data refers only to numbers. 2. Data tells the whole story. 3. It's computers, not people, who do data science.

Showing 21–22 of 22 episodes