2026.08.17 | 视频检测难防伪；自监督蒸馏促提升

【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 15 篇论文如下：[00:30] 🛡 Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination（我们能防御针对现实世界危机事件的AI生成视频攻击吗？对检测器、生成器与社会传播的系统评估）[01:27] 👁 Self-Supervised Visual On-Policy Distillation（自监督视觉同策略蒸馏）[02:21] 🤖 Beyond Final Scores: A Systematic Evaluation of Agents for Long-Horizon AI Research and Development（超越最终得分：对长周期AI研究与开发智能体的系统评估）[03:15] 🧠 Intern-S2-Mobius: Foundation Model with Decoupled Knowledge and Reasoning（Intern-S2-Mobius：知识与推理解耦的基础模型）[04:09] 🎮 Marionette: Predicting World States, Rendering Geometry, Painting Appearance（Marionette：预测世界状态，渲染几何，绘制外观）[05:00] 🧠 SimpleOPD: Simple Tokenizer-Agnostic On-Policy Distillation for Long-Context Reasoning（SimpleOPD：面向长上下文推理的简单分词器无关在线策略蒸馏）[06:03] 🧠 MobileMem: Learning from a Year of Mobile Experiences（移动记忆：从一年的移动体验中学习）[06:54] 🤖 DFM Mimir v1: An Open HRM Delivering Frontier Performance at 1B Parameters Using Only Permissible Post-Training Data（DFM Mimir v1：仅使用合规后训练数据、以1B参数实现前沿性能的开放HRM）[07:50] 🤸 HumanTracker: Towards Comprehensive and Human-Aligned Motion Tracking Benchmark（HumanTracker：迈向全面且与人类感知一致的运动追踪基准）[08:50] 🎨 CPI-Bench: A Comprehensive,Practical and Intelligent Benchmark for Real-World Image Editing（CPI-Bench：一个面向真实世界图像编辑的全面、实用且智能的基准）[09:48] 🧠 Latent On-Policy Self-Distillation（潜在同策略自蒸馏）[10:53] 🔍 Claim-Level Reliability Assessment for Efficient Test-Time Reasoning（面向高效测试时推理的声明级可靠性评估）[11:43] 🤖 PRM-as-a-Judge 1.5: A Toolkit for Robot Process Assessment（PRM-as-a-Judge 1.5：机器人过程评估工具包）[12:42] 📉 Forecast Collapse in Time-Series Foundation Models（时间序列基础模型中的预测崩溃）[13:41] 🤔 Second Thought: Reasoning in Parallel as LLM Agents Act and Observe（第二思考：LLM智能体在行动与观察时并行推理）【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