AINeutralarXiv – CS AI · 5h ago6/10
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A Dialogue-Based Framework for Correcting Multimodal Errors in AI-Assisted STEM Education
Researchers evaluated three major LLMs (Claude, Gemini, ChatGPT) on multimodal physics problems and found a significant performance drop compared to text-only tasks, identifying visual processing as the primary failure mode. A structured dialogue intervention corrected 82% of errors overall and achieved 100% correction on visual processing errors, offering immediate solutions for educators without requiring model retraining.
🧠 ChatGPT🧠 Claude🧠 Gemini