【周末特辑】7月第1周最火AI论文 | Orca：从视频中学习世界模型；智能体弃权：学会何时停止。

【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(🔥230) | 🌍 Orca: The World is in Your Mind（虎鲸：世界在你心中）[03:18] TOP2(🔥141) | 🤔 Agentic Abstention: Do Agents Know When to Stop Instead of Act?（智能体式弃权：智能体知道何时该停止而非行动吗？）[05:32] TOP3(🔥103) | 🧪 Dockerless: Environment-Free Program Verifier for Coding Agents（无Docker：面向编码智能体的无环境程序验证器）[07:58] TOP4(🔥93) | 🎭 DOPD: Dual On-policy Distillation（双在线策略蒸馏）[10:13] TOP5(🔥86) | 🧠 Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent（扩展智能体视野而非参数规模：以35B智能体达到万亿参数级性能）【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】7月第1周最火AI论文 | Orca：从视频中学习世界模型；智能体弃权：学会何时停止。

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