【周末特辑】8月第4周最火AI论文 | 操控系统升级让AI更准；视频检测难敌生成攻击

【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 5 篇论文如下：[00:43] TOP1(🔥435) | ⚙ StateM: Reaching 95.3% Raw Accuracy, or a \$15 Frontier Run, on Terminal-Bench 2.1 via Harness Scaling（StateM：通过 Harness 扩展在 Terminal-Bench 2.1 上达到 95.3% 原始准确率，或一次 15 美元的前沿运行）[03:30] TOP2(🔥277) | 🛡 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）[06:28] TOP3(🔥245) | 🌍 EnvHarness: Awakening Static Worlds for Agent Learning（EnvHarness：为智能体学习唤醒静态世界）[09:45] TOP4(🔥167) | 👁 Self-Supervised Visual On-Policy Distillation（自监督视觉同策略蒸馏）[12:21] TOP5(🔥162) | 🧩 Demystifying Agent Skills: Why They Work-Until They Don't（揭秘智能体技能：它们为何有效——直到失效）【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

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【周末特辑】8月第4周最火AI论文 | 操控系统升级让AI更准；视频检测难敌生成攻击

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