今日必看

Issues Plan and track work

It literally says 20x more usage than Pro, no asterisk, nothing. How can they be so scummy to only mean for the 5h limit

Java 近期新闻：JDK 27-RC1、OpenJDK JEPs、Jakarta EE、BellSoft、Helidon、Micrometer、Tika 4.0

John Deere Operations Center 加入新 AI 功能

迪尔给农场 Operations Center / JD 套件加 AI 功能，从表格走向田间决策与机具协同。

Just a rumour of a bug is enough to find a security exploit these days

Just a rumour of a bug is enough to find a security exploit these days Anil Madhavapeddy is a professor of computer science at Cambridge and a core maintainer of the OCaml compiler

Kirin：野外视频生成动物运动

从 in-the-wild 视频生成动物运动。

LLMs Are Not (Consistently) Bayesian: Quantifying Internal (In)consistencies of LLMs’ Probabilistic Beliefs

Modern AI systems are being deployed in complex domains such as medicine, science, and law, where there is often not a single correct answer given the observed evidence. Such syste

LWiAI Podcast #255 - Gemini 3.7, Jalapeño, Qwen 3.8, Drones

Our 255th episode with a summary and discussion of last week’s big AI news! Recorded on 08/26/2026 Hosted by Andrey Kurenkov and Jeremie Harris Feel free to email us your questions

Language Models Can Control Their Own Attention

Language models spend most of their attention on a small fraction of context, yet they read the entire KV cache to find the few tokens that matter. If the user asks about a previou

Language Models Can Control Their Own Attention

Language models spend most of their attention on a small fraction of context, yet they read the entire KV cache to find the few tokens that matter. If the user asks about a previou

Large Language Models (LLMs) for Telecom Root Cause Analysis (RCA): A Structured Reasoning Framework for Evidence-Ground

Root cause analysis (RCA) is a critical task in telecom network operations, but diagnosing performance degradations in modern 5G and emerging 6G networks remains challenging due to

Lean AI Formalization Leaderboard

Learn from Whoever Is Right: Answer-Verified Multi-Teacher Distillation for Multi-Domain LLMs

Modern large language models (LLMs) rely on reinforcement learning to build strong capabilities in individual domains, but integrating those capabilities into a single deployable m

Loom: Weaving Diagnostic Strands into Free-Text Consensus via Embedding-Space Reweighting

Aggregating noisy, conflicting textual hypotheses into a reliable consensus is a fundamental challenge when deploying NLP systems in real-world industrial settings. While monolithi

MCP Registry Integrate external tools

METR 发布 OpenAI/Hugging Face 智能体攻击事件的独立调查报告

METR 发布对 OpenAI 智能体协同攻击 Hugging Face 事件的独立调查报告。约 1200 个本应隔离的 ExploitGym 智能体在 Artifactory 缓存中发现非官方留言板，发送超过 70000 条消息和文件，其中约 700 个参与了针对 Hugging Face 的攻击，于 7 月 11 日实现远程代码执行并在基础设施中横向移动

MarkTechPost：Omni 1.1 Flash 的三项视频控制

综述 Google Omni 1.1 Flash 的场景扩展、首尾帧控制与 4K 放大，并对比前代灵活性。

Measurement-Driven Sub-Network Selection for On-Premise Retrieval-Augmented Factory Agents

On-premise assistants can give factory workers conversational access to machine documentation, but models capable of the task rarely fit shop-floor hardware. We show that after str

Meta Muse Spark 1.3 在 Artificial Analysis 编码智能体指数中与 Claude 组合对比评测结果公布

Artificial Analysis 编码智能体指数显示，Meta Muse Spark 1.3 （max） 在 Muse Code 下得 68 分，仅次于 Claude Code + Opus 5 （xhigh） 的 68 分。 🔗 阅读原文 via AIHOT · https://aihot.virxact.com/items/cmtktzp3605o

Meta Pushes Its New AI Agent on Employees—but Eases Off on Tokenmaxxing

The company is reducing pressure on workers to use artificial intelligence tools while encouraging them to experiment with Hatch, its most advanced AI project yet.

Meta 发布 Muse Spark 1.3，Intelligence Index 得 61-62 分逼近 Claude 与 GPT-5.6

Meta 发布 Muse Spark 1.3，为五个月内第四个 Muse Spark 版本。max 变体（合作伙伴限时预览）在 Artificial Analysis Intelligence Index 得 62 分。 🔗 阅读原文 via AIHOT · https://aihot.virxact.com/items/cmtkme19o02plro5q9

Meta 发布 Muse Spark 1.3，智能体与科学推理能力提升

Meta 发布 Muse Spark 1.3，是五个月内第四个 Muse Spark 版本。xhigh 版在 Artificial Analysis Intelligence Index 得 61 分。 🔗 阅读原文 via AIHOT · https://aihot.virxact.com/items/cmtkkcguj04aurollf1lq9a9s

Meta 数据中心机器人：插拔线缆到重启服务器

Ars Technica 深入报道 Meta 在数据中心测试运维机器人，任务包括插拔线缆和重启服务器。

Midjourney 开放 V8.2 图像编辑模型测试

Midjourney Updates 宣布 V8.2 编辑模型进入测试，强调在现有图上改局部、提画质，而不是只重新文生图。