A UC San Diego Tool Teaching Code to 25 Million is Even More Critical in Age of AI

Behind Every Breakthrough More Behind Every Breakthrough A UC San Diego Tool Teaching Code to 25 Million is Even More Critical in Age of AI Philip Guo’s research-driven Python Tutor has powered hundreds of millions of code visualizations since 2010 — and new long-term impact recognition highlights why it still matters today Credit: mediaphotos/iStock Story by: Christine Clark - ceclark@ucsd.edu Published Date March 19, 2026 Story by: Christine Clark - ceclark@ucsd.edu Share This: Share this story on Linkedin Share this
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Analysis & Perspectives
How AI Grades Handwritten Math (And Where It Still Struggles)
AI grades handwritten math by reading the page with specialized handwriting recognition, then evaluating each step of a solution rather than just the final answer. Here is how that pipeline works and where it still breaks down.
What AI Grading Analytics Reveal About Learning Gaps
AI grading analytics turn a pile of scores into concept-level diagnoses, showing exactly where a class or student is stuck. Here is how educators can read that data and act on it.
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