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arXiv AI/ML

Teaching AI to draw charts that don't lie—by actually checking if they're readable

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It's the difference between a student turning in homework without checking it and one who renders each answer, reads it aloud, fixes typos, then writes clean versions—the second catches real mistakes the first can't see.

This means data visualization from AI systems can finally be trusted to communicate accurately, not just syntactically correct.


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