2026.07.06 | 策略对齐破解推理盲区；轻量外挂实现实时修正

【赞助商】OpenClaw快报每天五分钟，听听 OpenClaw 快报，带你了解最新动态和业内讨论传送门 https://www.xiaoyuzhoufm.com/podcast/6a1732a2dffa135d0ab5ef43【目录】本期的 9 篇论文如下：[00:35] 🎯 The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning（优化训练策略的幻影：单调推理策略作为大语言模型强化学习的真正目标）[01:34] 🛠 VLA-Corrector: Lightweight Detect-and-Correct Inference for Adaptive Action Horizon（VLA-Corrector：一种用于自适应动作视界的轻量级检测与校正推理框架）[02:35] 🤖 Embodied.cpp: A Portable Inference Runtime of Embodied AI Models on Heterogeneous Robots（Embodied.cpp：面向异构机器人的具身AI模型便携推理运行时）[03:43] 🔢 OrbitQuant: Data-Agnostic Quantization for Image and Video Diffusion Transformers（OrbitQuant：面向图像和视频扩散Transformer的数据无关量化方法）[04:38] 📊 DataComp-VLM: Improved Open Datasets for Vision-Language Models（DataComp-VLM：改进的视觉语言模型开放数据集）[05:36] 🛡 Securing the AI Agent: A Unified Framework for Multi-Layer Agent Red Teaming（保护AI智能体：一种多层次智能体红队测试的统一框架）[06:36] ☁ Interpretation-Oriented Cloud Removal via Observation-Anchored Residual Flow with Geo-Contextual Alignment（面向解译的云去除：基于观测锚定残差流与地理上下文对齐的方法）[07:38] 📄 MultAttnAttrib: Training-Free Multimodal Attribution in Long Document Question Answering（多注意力归因：长文档问答中的无训练多模态归因）[08:25] 🔗 AGE: Adaptive-masking for Graph Embedding in Graph Retrieval-Augmented Generation（AGE：面向图检索增强生成的自适应掩码图嵌入方法）【关注我们】您还可以在以下平台找到我们，获得播客内容以外更多信息小红书: AI速递在小宇宙查看该单集文稿