2026.07.22 | 实时游戏渲染提速56倍；AI数据管道成本降七成。

【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：[00:34] 🎮 Generative World Renderer at the Speed of Play（以游戏速度运行的生成式世界渲染器）[01:27] 🔀 DataFlow-Harness: A Grounded Code-Agent Platform for Constructing Editable LLM Data Pipelines（数据流驾驭平台：一种用于构建可编辑LLM数据管道的接地代码代理平台）[02:16] 🔍 Text Template Tokens Are Implicit Semantic Registers in Diffusion Transformers（文本模板标记是扩散Transformer中的隐式语义寄存器）[03:04] ⚡ Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and Editing（Mage-Flow：一种用于图像生成与编辑的高效原生分辨率基础模型）[03:52] 🌍 AlayaWorld: Interactive Long-Horizon World Modeling -- Full Technical Report（AlayaWorld：交互式长时域世界建模——完整技术报告）[04:49] 🤖 Stale but Stable: Staleness-Adaptive Trust Regions for Stabilizing Asynchronous Reinforcement Learning（陈旧但稳定：面向异步强化学习稳定化的陈旧性自适应信任区域方法）[05:52] 🌍 ABot-World-0: Infinite Interactive World Rollout on a Single Desktop GPU（ABot-World-0：在单个桌面GPU上实现无限交互式世界展开）[06:49] 📊 SciForma: Structure-Faithful Generation of Scientific Diagrams（SciForma：科学图表的结构忠实生成）[07:45] 🔍 AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents（AgentDebugX：用于LLM Agent故障可观测性、归因与恢复的开源工具包）[08:41] ⚡ HPD-Parsing: Hierarchical Parallel Document Parsing（HPD-Parsing：层级并行文档解析）[09:38] 📊 Two-Level Meta-Rubrics for Evaluating Open-Ended Generation: GAMUT, a Benchmark for Factual Completeness（用于评估开放生成的两级元评价标准：GAMUT，一个面向事实完整性的基准测试）[10:33] 🧠 ISO: An RLVR-Native Optimization Stack（ISO：一种原生于RLVR的优化栈）[11:41] 🎙 Transcription Policy as a Latent Variable: Activating Controllable Verbatim ASR with Word-Level Timing（转录策略作为潜在变量：通过词级时序激活可控的逐字语音识别）[12:43] 🎓 EduPanel: A Three-Agent LLM Judge for Teaching Videos -- Reliability, Complementarity, and Human Trust Calibration（EduPanel：一种用于教学视频的三智能体LLM评审器——可靠性、互补性与人类信任校准）[13:29] 🎬 Masked Visual Actions for Unified World Modeling（掩蔽视觉动作：用于统一世界建模）【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