When Words Win: How Language Blinds Multimodal AI

Having been using Qwen2.5-VL's extensively in the past month or so, I’ve identified two distinct failure modes that expose fundamental architectural limitations in current VLM systems. These failures reveal critical weaknesses in visual grounding mec...