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Get clinically-accurate 3D dental models from a single panoramic X-ray, slashing radiation exposure and cost.
Vision-language models falter at the fine-grained temporal recognition crucial for surgical video understanding, while SurgRec excels.
Forget brute-force search: CoT2-Meta shows that strategically controlling reasoning trajectories with metacognition yields significant gains in accuracy and compute efficiency across a wide range of reasoning tasks.
Training web agents in a simulator can now match real-world performance: Qwen3-14B, fine-tuned with WebWorld-synthesized trajectories, rivals GPT-4o on WebArena.
