On July 9, 2025, Dr. Deborah Fields helped open the national Computer Science Teachers Association (CSTA) meeting with a keynote on “Learning about Algorithm Auditing: How High School Youth Can Systematically and Critically Evaluate Machine Learning Applications.” 🎤✨ Over 1,200 teachers registered for the event! Algorithm auditing gives students (and all of us) a way to understand AI and machine learning by testing algorithms, spotting harmful bias, and seeing how these systems shape our lives. Dr. Fields shared lessons her team designed where students both audit and build machine learning systems, from TikTok filters to motion detectors. Want to explore more? 🌟 📄 Resources & videos: https://tinyurl.com/j9er5rur 📩 Lesson updates coming Fall 2025: https://tinyurl.com/mppjac5z
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