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CRANE: Knowledge Editing for Reasoning MLLMs
推理多模态大模型的知识编辑面临新挑战：传统方法看似完美实则暗藏隐患。
arXiv:2606.09033v1 Announce Type: cross Abstract: The emergence of reasoning multimodal large language models (MLLMs), which generate explicit chain-o…
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CRANE: Constrained Reasoning Injection for Code Agents via Nullspace Editing
提出CRANE方法，通过零空间编辑向代码代理注入约束推理，巧妙平衡指令模型的简洁纪律与思考模型的规划韧性，为智能体模型对齐提供新思路。
arXiv:2605.14084v1 Announce Type: cross Abstract: Code agents must both reason over long-horizon repository state and obey strict tool-use protocols. …