Unverified50% confidenceFactExact time
Multimodal models are limited by input resolution and context, and high-resolution images get compressed, causing detail loss; an auxiliary vision model is a cheap small vision model attached separately alongside the main model, awakened only when images are encountered to perform local recognition.
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10/23/2026
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