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Posted on • Originally published at paperium.net

CodePlot-CoT: Mathematical Visual Reasoning by Thinking with Code-Driven Images

How AI Learns to Draw Its Way Through Math Problems

Ever wondered how a computer can actually sketch a picture to crack a tricky math puzzle? Researchers have created a new system called CodePlot‑CoT that lets artificial intelligence think with images, just like we do when we doodle a graph on a napkin.
Instead of only talking in words, the AI writes tiny bits of code that instantly turn into a plot or diagram—its own “visual thought.
” Imagine a student who, before solving a geometry question, quickly draws the shape on paper; the AI does the same thing, but with perfect precision and speed.
This breakthrough means machines can now handle math problems that need a visual step, boosting their accuracy by up to 21 % on a brand‑new test set.
As AI learns to combine words and pictures, everyday tools—from homework helpers to smart calculators—could become far more intuitive.
The future may see computers that not only calculate, but also draw their way to solutions, making math feel a little less mysterious for all of us.
Exciting times ahead!

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CodePlot-CoT: Mathematical Visual Reasoning by Thinking with Code-Driven Images

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