2026.05.01 | Eywa让LLM牵手领域模型提效30%；视觉生成五级跃迁仍卡第三关

【目录】本期的 15 篇论文如下：[00:25] 🧠 Heterogeneous Scientific Foundation Model Collaboration（异构科学基础模型协作）[01:24] 🌍 Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling（新时代的视觉生成：从原子映射到智能体世界建模的演进）[02:04] 🧬 Co-Evolving Policy Distillation（共同演化策略蒸馏）[02:47] 🤖 ExoActor: Exocentric Video Generation as Generalizable Interactive Humanoid Control（ExoActor：外视点视频生成作为可泛化的交互式人形机器人控制）[03:38] 🚀 Efficient Training on Multiple Consumer GPUs with RoundPipe（在多块消费级GPU上使用RoundPipe进行高效训练）[04:17] 🧠 Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows（Claw-Eval-Live：一个面向不断演变的真实世界工作流的实时智能体基准测试）[05:08] 🎨 Leveraging Verifier-Based Reinforcement Learning in Image Editing（利用基于验证器的强化学习进行图像编辑）[06:18] 📏 Length Value Model: Scalable Value Pretraining for Token-Level Length Modeling（长度价值模型：面向令牌级长度建模的可扩展价值预训练）[07:15] 🔬 Intern-Atlas: A Methodological Evolution Graph as Research Infrastructure for AI Scientists（Intern-Atlas：作为AI科学家研究基础设施的方法演化图）[08:31] 🌐 InteractWeb-Bench: Can Multimodal Agent Escape Blind Execution in Interactive Website Generation?（InteractWeb-Bench：多模态智能体能否在交互式网站生成中摆脱盲目执行？）[09:15] 🎨 Representation Fréchet Loss for Visual Generation（用于视觉生成的表示空间弗雷歇损失）[10:05] 🖥 Synthetic Computers at Scale for Long-Horizon Productivity Simulation（面向长周期生产力模拟的大规模合成计算机）[10:52] 🧠 Compliance versus Sensibility: On the Reasoning Controllability in Large Language Models（合规性与敏感性：大型语言模型中的推理可控性研究）[11:25] 🤖 The Last Human-Written Paper: Agent-Native Research Artifacts（最后一篇人类撰写的论文：智能体原生研究工件）[12:14] 💃 MoCapAnything V2: End-to-End Motion Capture for Arbitrary Skeletons（MoCapAnything V2：面向任意骨骼的端到端动作捕捉）【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