Large language models may struggle with color perception, similar to human color blindness, due to their reliance on text-based data. This limitation means AI systems might not fully grasp visual concepts or nuances that humans take for granted. Addressing this requires multimodal training that integrates visual information alongside text to improve AI's understanding of the world. AI
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IMPACT AI systems trained solely on text may lack a true understanding of visual concepts like color, necessitating multimodal approaches for richer comprehension.
RANK_REASON The article discusses a limitation in AI models based on their training data, which is a research-oriented topic. [lever_c_demoted from research: ic=1 ai=1.0]