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Constraint-Anchored Reasoning Traces
15页论文提出约束锚定推理痕迹方法，为AI推理提供新视角，ACM MM 2026收录。
arXiv:2607.16727v1 Announce Type: new Abstract: Autoregressive multimodal large language models (MLLMs) suffer from error snowballing: a single incorr…
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Video Models Can Reason with Verifiable Rewards
视频扩散模型不再只求逼真，引入强化学习实现时空逻辑约束下的可验证推理，提升智能体规划能力。
arXiv:2605.15458v1 Announce Type: new Abstract: Video diffusion models have made rapid progress in perceptual realism and temporal coherence, but they…