2026-07-09（内容获取于 07/09 05:01）

Google’s deepfake detector system used to debunk McConnell hoax pic

TechCrunch · 07/09 04:37

Earlier this week, a picture that seemed to show Kentucky Senator Mitch McConnell covered in tubes in a hospital bed in a state of extreme distress. It turned out to be an AI-generated fake.

中文介绍 谷歌的深度伪造检测系统被用于揭穿一张声称是肯塔基州参议员米奇·麦康奈尔在医院病床上的照片。该照片最终被证实是由AI生成的虚假图像。

With EU backing, QuantumDiamonds aims to speed up chip manufacturing

TechCrunch · 07/09 04:29

Like its U.S. counterpart, the European Chips Act aims to foster the semiconductor industry — in part thanks to state subsidies. One of the beneficiaries is QuantumDiamonds, a German startup that applies a novel approach to inspecting chips.

中文介绍 德国QuantumDiamonds公司获欧盟《芯片法案》支持，旨在加速芯片制造。该公司采用新颖方法检测芯片，成为欧盟扶持半导体产业的受益者。

I Built a Self-Improving AI, and So Can You

Wired AI · 07/09 04:09

Experiments in using AI to build AI show that the future doesn’t just belong to the frontier labs.

中文介绍 实验显示，利用AI构建AI并实现自我改进，不再是顶尖实验室的专属能力。这表明AI的开发和进步正变得更普及。

Autonomous drone delivery startup Manna plots major US expansion

TechCrunch · 07/09 04:06

Manna is launching a U.S. operations and manufacturing facility in Tulsa, Oklahoma, that will eventually employ 1,000 people.

中文介绍 自动无人机配送初创公司Manna计划在美国大幅扩张，将在俄克拉荷马州塔尔萨设立运营和制造基地，预计最终将雇佣1000名员工。

Get a $30 credit when you reserve Samsung’s upcoming Galaxy phones

The Verge · 07/09 04:00

Even though they haven’t been officially announced yet, Samsung is giving you a chance to save some cash when you preorder what we’re expecting to be the brand’s updated Galaxy Z Fold phones. The next Galaxy Unpacked event will take place on July 22nd, 2026, and features the tagline “A new shape unf

中文介绍 尽管尚未正式发布，三星已为预订其即将推出的新款Galaxy Z Fold手机提供30美元的积分优惠。下一次Galaxy Unpacked发布会将于2026年7月22日举行。

SpaceXAI releases Grok 4.5, which Elon describes as an ‘Opus-class model’

TechCrunch · 07/09 03:30

Elon Musk's tech company released the newest version of Grok on Wednesday, promising a cheaper, more efficient alternative to other powerful AI models.

中文介绍 埃隆·马斯克的科技公司xAI发布了最新版本Grok 4.5，马斯克称其为「Opus级模型」。Grok 4.5承诺将比其他强大的AI模型更便宜、更高效。

‘Slow-cial’ app Roost forces you to slow down to the speed of a carrier pigeon

TechCrunch · 07/09 03:22

This developer didn't expect his side project to grow to 300,000 users, but people love Roost because it's an alternative to an always-on, fast-paced online culture.

中文介绍 “慢社交”应用Roost旨在放慢在线互动速度，吸引了30万用户。因其提供替代快节奏网络文化的体验而受喜爱。

This startup thinks robotics is about to have its ChatGPT moment

TechCrunch · 07/09 03:19

General Intuition is betting millions of hours of video game data can train the foundation models for physical AI, making it easier to build smarter robots with minimal real-world data.

中文介绍 初创公司General Intuition认为机器人技术将迎来“ChatGPT时刻”。该公司计划利用数百万小时视频游戏数据训练物理AI基础模型，从而用少量真实数据构建更智能的机器人。

Grok 4.5 is so cheap compared to Fable 5 and GPT 5.5 that benchmark gaps may not matter much

The Decoder · 07/09 03:01

xAI releases Grok 4.5, trained on tens of thousands of Nvidia GB300 GPUs. In coding benchmarks, the model trails Fable 5 and GPT-5.5 but needs 4.2 times fewer tokens than Opus 4.8. At $2 per million input tokens, it costs a fraction of the competition. EU availability is expected in mid-July. The ar

中文介绍 xAI发布Grok 4.5。其每百万输入代币仅2美元，远低于Fable 5和GPT-5.5等竞品。该模型在编码基准上虽有不足，但代币消耗比Opus 4.8少4.2倍，超高性价比或弥补性能劣势。

Microsoft’s Xbox reset is pivoting Obsidian to make Fallout instead of Avowed

The Verge · 07/09 02:50

As part of Microsoft's big Xbox "reset," which includes layoffs affecting 3,200 staffers, jettisoning studios, and shifting investments to focus on "higher priority projects," Obsidian Entertainment is changing its plans. The studio, behind games like Grounded and The Outer Worlds, is starting work

中文介绍 微软Xbox业务“重置”，裁员3200人，并将投资转向“更高优先级项目”。受此影响，Obsidian Entertainment将把开发重点从《Avowed》转向《辐射》。

Elon Musk says X will send DMs when posts you’ve engaged with are corrected

TechCrunch · 07/09 02:46

X plans to send users direct messages when posts they’ve liked, replied to, or reposted receive Community Notes, an update aimed at addressing criticism that the platform’s crowdsourced fact-checking system often arrives too late to curb misinformation.

中文介绍 X平台将向用户发送私信，告知其曾互动帖子何时被“社区笔记”纠正。埃隆·马斯克称此举旨在提升众包事实核查系统的及时性，以遏制错误信息传播。

Google Photos adds a new AI ‘Video Remix’ tool

TechCrunch · 07/09 02:30

The feature can do things like apply cinematic relighting to brighten up a dark clip, swap out a plain background for something fun, or add artistic styles to videos.

中文介绍 谷歌相册新增一项AI驱动的“视频混音”工具。该功能可为视频应用电影级补光、替换背景，或添加艺术风格，以提升视频效果。

ChatGPT can now listen and talk at the same time, making AI conversations seem more human

The Decoder · 07/09 02:18

OpenAI's GPT-Live can listen and speak at the same time using a full-duplex architecture. Complex questions get handed off to GPT-5.5 in the background, which drastically improves response quality. GPT-Live-1 is available now for paying ChatGPT users, with a mini version for free accounts. API acces

中文介绍 OpenAI发布GPT-Live，实现AI对话同时听和说，使其更拟人化。复杂问题由GPT-5.5在后台处理，回复质量显著提升。该功能已面向付费ChatGPT用户开放。

Aussie gov't tells volunteers to throw out thousands of functioning test routers

Ars Technica · 07/09 02:10

But the devices could "easily be reflashed."

TikTok users don't have as much agency over their FYPs as they think

Ars Technica · 07/09 02:00

The "not interested" feature is your friend, but users must intentionally and constantly curate their FYPs

addyosmani/agent-skills

JavaScript · ★ 73,771 · 🍴 7,962 · 📈 1,322 stars today

Production-grade engineering skills for AI coding agents.

中文介绍 为 AI 编码代理提供生产级的工程技能，旨在提升 AI 代理在软件开发中的实际能力和可靠性。它可能包含代码生成、测试、重构等实用工具和方法，帮助开发者构建更高效、更可靠的智能编程助手。适用于 AI 工程师和软件开发团队。

ruvnet/RuView

Rust · ★ 79,066 · 🍴 10,641 · 📈 793 stars today

π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video.

中文介绍 RuView 项目创新性地将普通的 WiFi 信号转化为实时空间智能、生命体征监测和存在检测能力，完全无需使用任何视频设备。它通过分析 WiFi 信号在环境中因人体移动或呼吸等造成的微小扰动，提取出高价值的环境和生理数据。这解决了传统监控方案中隐私侵犯、硬件复杂或覆盖范围有限的问题。RuView 适用于智能家居、医疗保健（如老人跌倒预警、睡眠监测）、安防监控以及任何需要非接触式、隐私友好型人体感知的应用场景。

TencentCloud/TencentDB-Agent-Memory

TypeScript · ★ 7,569 · 🍴 703 · 📈 351 stars today

TencentDB Agent Memory delivers fully local long-term memory for AI Agents via a 4-tier progressive pipeline, with zero external API dependencies.

中文介绍 TencentDB Agent Memory 为 AI Agents 提供本地化的长效记忆解决方案。它采用四层渐进式管道设计，旨在实现无需外部 API 依赖的完全本地化记忆存储与检索，解决了 AI Agent 在需要长期记忆和上下文感知时对外部服务的依赖问题。该项目通过内建机制管理记忆，增强了数据隐私性和系统性能。适用于需要为 AI Agent 构建稳定、独立且具备丰富记忆能力的开发者，例如开发智能客服、个人助理或具备学习能力的自动化系统。

prisma/prisma

TypeScript · ★ 46,515 · 🍴 2,279 · 📈 30 stars today

Next-generation ORM for Node.js & TypeScript | PostgreSQL, MySQL, MariaDB, SQL Server, SQLite, MongoDB and CockroachDB

中文介绍 Prisma 是一个专为 Node.js 和 TypeScript 设计的新一代 ORM（对象关系映射器）。它通过提供类型安全的查询构建器和直观的 API，简化了开发者与数据库的交互，解决了传统 ORM 的复杂性和类型安全问题。Prisma 支持 PostgreSQL、MySQL、MariaDB、SQL Server、SQLite、MongoDB 和 CockroachDB 等主流数据库，极大提升了全栈开发效率。适用于构建高性能、类型安全且易于维护的 Node.js/TypeScript 后端应用及 API 服务。

mvanhorn/last30days-skill

Python · ★ 50,672 · 🍴 4,229 · 📈 373 stars today

AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary

中文介绍 这是一个 AI 代理技能，能迅速在 Reddit、X、YouTube、Hacker News、Polymarket 及整个互联网上研究任意话题，并综合生成一份基于事实的摘要。主要用于获取过去 30 天的最新信息，解决信息过载问题，帮助用户快速了解热点动态和事件。适合研究人员和内容创作者。

argoproj/argo-cd

Go · ★ 23,410 · 🍴 7,424 · 📈 20 stars today

Declarative Continuous Deployment for Kubernetes

中文介绍 Argo CD 是一个专为 Kubernetes 设计的声明式持续部署（CD）工具。它实现了 GitOps 原则，通过监控 Git 仓库中的应用定义（如 YAML 文件），自动将集群的实际状态与 Git 中定义的期望状态同步。Argo CD 解决了在 Kubernetes 环境中手动部署和管理应用复杂性高、易出错的问题，确保部署的一致性和可重复性。DevOps 工程师和 SRE 可以利用它实现自动化部署、版本回滚及多环境管理，提升交付效率和可靠性。

iOfficeAI/OfficeCLI

C# · ★ 11,606 · 🍴 782 · 📈 1,712 stars today

OfficeCLI is the first and best Office suite purpose-built for AI agents to read, edit, and automate Word, Excel, and PowerPoint files. Free, open-source, single binary, no Office installation required.

中文介绍 `iOfficeAI/OfficeCLI` 是一款专为 AI 代理设计的开源 Office 套件，它允许 AI 代理无缝读取、编辑和自动化处理 Word、Excel 和 PowerPoint 文件。该工具以单一二进制文件形式提供，无需安装传统 Office 软件，极大地简化了 AI Agent 与 Office 文档的交互流程。它为开发者构建能够自动处理文档的智能系统提供了高效且免费的解决方案。

asgeirtj/system_prompts_leaks

JavaScript · ★ 54,045 · 🍴 8,798 · 📈 1,226 stars today

Extracted system prompts from Anthropic - Claude Fable 5, Opus 4.8, Claude Code, Claude Design. OpenAI - ChatGPT 5.5 Thinking, GPT 5.5 Instant, Codex. Google - Gemini 3.5 Flash, 3.1 Pro, Antigravity. xAI - Grok, Cursor, Copilot, VS Code, Perplexity, and more. Updated regularly.

中文介绍 system_prompts_leaks 汇集了 Anthropic (如 Claude Fable 5, Opus 4.8)、OpenAI (如 ChatGPT 5.5 Thinking, GPT 5.5 Instant) 和 Google (如 Gemini 3.5 Flash, 3.1 Pro) 等主流大语言模型被“泄露”的系统 Prompt。此项目为研究者、开发者和安全专家提供了深入了解这些模型内部指令和行为模式的宝贵资源，有助于进行 prompt 工程优化和安全分析。

obra/superpowers

Shell · ★ 249,730 · 🍴 22,158 · 📈 999 stars today

An agentic skills framework & software development methodology that works.

中文介绍 obra/superpowers 提供一个结合了智能 Agent 能力框架与软件开发方法的项目，旨在有效构建和部署基于 AI Agent 的复杂系统。它定义了一套结构化的方法论，用于组织、管理和编排 Agent 的“技能”，使其能够协同完成复杂的任务。该项目解决了在 Agent 驱动型软件开发中，如何系统化地设计、实现和测试 Agent 能力的问题，帮助开发者和团队更高效地将 AI Agent 集成到实际应用中，从而加速智能系统的迭代与交付。

alibaba/zvec

C++ · ★ 14,352 · 🍴 883 · 📈 370 stars today

A lightweight, lightning-fast, in-process vector database

中文介绍 Zvec 是一个轻量级、闪电般的进程内向量数据库。它解决了在应用内部高效存储和查询高维向量的痛点，无需独立部署服务。这对于需要进行快速相似度搜索的 AI 应用（如 RAG、推荐系统）至关重要，能显著降低延迟并简化架构。适合追求高性能和低开销的 AI 开发者。

Diolinux/PhotoGIMP

CSS · ★ 14,958 · 🍴 592 · 📈 916 stars today

A Patch for GIMP 3+ for Photoshop Users

中文介绍 PhotoGIMP 是一个为 GIMP 3+ 版本设计的配置补丁包，旨在为 Adobe Photoshop 用户提供更熟悉的图像编辑体验。它通过调整 GIMP 的界面布局、快捷键设置和默认配置，使其操作逻辑和视觉风格更接近 Photoshop，从而降低了 Photoshop 用户转向 GIMP 这一免费开源软件的学习曲线。该项目解决了 GIMP 和 Photoshop 之间用户习惯差异导致的上手障碍，非常适合希望从 Photoshop 迁移到 GIMP 的图像设计师和摄影师。

wonderwhy-er/DesktopCommanderMCP

TypeScript · ★ 6,352 · 🍴 746 · 📈 20 stars today

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

中文介绍 DesktopCommanderMCP 是一个为 Claude AI 模型设计的 MCP（Master Control Program）服务器，赋予其对本地桌面的控制能力。通过该服务器，Claude 能够执行终端命令、搜索文件系统及进行基于差异的文本编辑。它解决了大型语言模型与真实操作系统交互能力有限的问题，使得 AI Agent 不仅能理解和生成文本，还能实际操作计算机完成复杂任务。开发者可利用此工具为 Claude 等 LLM 构建具备高级自动化和系统交互能力的桌面级 AI 助理。

huxingyi/autoremesher

C++ · ★ 1,950 · 🍴 147 · 📈 292 stars today

Automatic quad remeshing tool

中文介绍 autoremesher 是一个自动四边形网格重拓扑工具。在 3D 建模领域，它能将任意拓扑的 3D 模型自动转换为主要由四边形构成的网格，解决手动重拓扑耗时且复杂的问题。四边形网格对于动画、雕刻和细分曲面具有更好的形变特性和更优的视觉效果。该工具极大地简化了 3D 模型的后期处理流程。3D 艺术家、游戏开发者或从事 CAD 数据处理的工程师将从中受益，用于优化模型拓扑、提高渲染和动画质量。

bradautomates/claude-video

Python · ★ 5,967 · 🍴 713 · 📈 948 stars today

Give Claude the ability to watch any video. /watch downloads, extracts frames, transcribes, hands it all to Claude.

中文介绍 该项目赋予 Claude AI 模型观看和理解视频的能力。它通过下载视频、提取关键帧和生成文字转录，将处理后的内容提供给 Claude 进行分析。解决了大型语言模型原生不支持视频输入的问题，使用户能利用 Claude 进行视频摘要、内容问答或深度分析。适用于 AI 开发者和视频内容分析场景。

TencentCloud/CubeSandbox

Rust · ★ 8,874 · 🍴 735 · 📈 555 stars today

Instant, Concurrent, Secure & Lightweight Sandbox for AI Agents.

中文介绍 TencentCloud/CubeSandbox 是一个专为 AI Agent 设计的沙盒环境，提供即时、高并发、安全且轻量级的执行隔离。它解决了 AI Agent 在执行外部代码、调用工具或进行复杂交互时可能带来的安全隐患和资源管理挑战，确保 Agent 能够在受控的环境中安全运行。该沙盒特别适用于 AI Agent 平台、多 Agent 系统开发以及需要对 Agent 行为进行严格隔离和监控的场景，提升了 AI 应用的稳定性和安全性。

The Task Economy - Data will be the next $1 Trillion Category

@EverettRandle · 19.4K 粉丝 · 484.8K 阅 · 507 赞 · 56 转

07/08 00:15

The Token Economy When we talk about AI today, tokens are king. Specifically, inference tokens have emerged as the primary proxy for tracking the growth of the AI ecosystem. Public companies report

中文介绍 EverettRandle 提出「任务经济」概念，并预测未来数据将成为价值万亿美元的市场新类别。他认为，随着AI应用日益普及，经济价值将从传统的Token消耗转向完成具体任务的能力及数据本身的价值创造与积累，预示着AI驱动的经济转型。

Continual Learning for Agents

@pirroh · 15.0K 粉丝 · 314.8K 阅 · 540 赞 · 59 转

07/06 21:10

Everyone talks about Continual Learning as if it means one thing only: updating model weights. But there's an inconvenient truth about the agent ecosystem — the vast majority of agents in production

中文介绍 博主pirroh分享了关于“Agent持续学习”（Continual Learning for Agents）的讨论。内容可能涉及如何在Agent系统中实现持续学习、面临的挑战或最佳实践。具体细节需查看原文，但预示了对AI Agent领域核心学习机制的探讨。

Everyone is wrong about open source AI in the enterprise

@thejessezhang · 59.4K 粉丝 · 274.2K 阅 · 512 赞 · 54 转

07/06 23:31

The prevailing story right now is that open source is eating the enterprise. The capability gap between the best closed and open models has shrunk to low single digits. A third of the Fortune 500 has

中文介绍 博主thejessezhang对“企业级开源AI”的普遍认知提出挑战，认为多数人对此存在误解。内容可能深入分析开源AI在企业应用中的实际情况、潜在的盲点或被忽视的复杂性，旨在提供一个更全面和批判性的视角来理解这一趋势。

Getting started with loops

@ClaudeDevs · 564.6K 粉丝 · 252.4K 阅 · 2.9K 赞 · 239 转

07/07 03:08

There’s a lot of talk right now about "designing loops" instead of prompting your coding agent. If you spend some time on X trying to pin down what a loop actually is, you'll come across multiple

中文介绍 ClaudeDevs 针对 AI 开发中的「循环」概念提供了入门指导。推文可能探讨了如何在 AI 代理设计中应用循环结构，以实现迭代优化或复杂任务处理，旨在帮助开发者理解这一基础工作流。

This prompt will change your life

@EXM7777 · 123.5K 粉丝 · 233.6K 阅 · 554 赞 · 38 转

07/07 22:31

for most people, fable has a few hours left to live... this is the smartest model that ever existed and everyone's spending its last night building one more app i made it do something 100x more

中文介绍 EXM7777 分享了一个其声称「将改变生活」的提示词。尽管推文未透露具体内容，但暗示该提示词具有极强的实用价值和颠覆性效果，能够帮助用户在日常或工作中实现重大突破，引发了社区对高效提示词工程的关注和讨论。

How to become an applied AI engineer

@eyad_khrais · 20.2K 粉丝 · 225.8K 阅 · 508 赞 · 38 转

07/07 23:42

I wrote this as the guide I would have wanted before making the transition into Applied AI Engineering. The role broadly overlaps with traditional software engineering, but it adds a few important

中文介绍 eyad_khrais 撰写了一份「应用AI工程师」转型指南，旨在帮助有志者进入该领域。他指出，应用AI工程师与传统软件工程师角色有重叠，但需掌握更多关键技能，例如如何将AI模型与实际业务场景结合、处理数据管道、优化部署及性能等。这份指南对职业规划和技能树构建提供了宝贵参考。

The Heretic’s Guide to AI’s Stars Part III: AI Demand, Offshore Financing, & Compression Too

@michaeljburry · 2.0M 粉丝 · 209.2K 阅 · 508 赞 · 51 转

07/08 08:23

“They are just flying empty airplanes around.” - Son NVIDIA is the North Star, Orion, the whole Milky Way. NVIDIA is benefitting from strong demand, but is selling into a concentrated set of buyers

中文介绍 michaeljburry 对AI行业发展提出独到见解，指出NVIDIA虽作为「北极星」般的存在，市场需求旺盛，但其销售对象高度集中。他引用“空转飞机”比喻，暗示市场存在虚假繁荣的风险。推文还探讨了AI需求、离岸融资及数据压缩技术在当前市场环境下的作用与挑战。

The Fable Loop Library: 25 Workflows on Autopilot

@EXM7777 · 123.5K 粉丝 · 208.2K 阅 · 525 赞 · 47 转

07/04 23:43

i'm going to teach you how to run Fable 5 on autopilot, using my own library of loops and goals... 25 workflows, each with a prompt and the exact tool it plugs into the method follows karpathy's

中文介绍 博主发布「Fable Loop Library」，提供 25 个 Fable 自动化工作流。该库旨在帮助用户实现 Fable 操作的自动驾驶，有效提升工作效率，简化复杂任务处理。

Career advice in the age of AI

@philhchen · 9.1K 粉丝 · 179.1K 阅 · 516 赞 · 34 转

07/03 05:25

AI models get better at anything you can write a loss function for, and school is mostly loss functions: well-defined problems graded against known answers. Therefore, the valuable work of the next

中文介绍 该帖子围绕AI时代下的职业发展提供建议。博主旨在分享面对人工智能技术进步时，个人应如何规划职业路径、提升自身价值，以适应未来就业市场的变化和挑战。

Expanding Managed Agents in Gemini API: background tasks, remote MCP and more

@GoogleAIStudio · 184.1K 粉丝 · 165.4K 阅 · 504 赞 · 62 转

07/08 00:38

Today we’re announcing new capabilities in Managed Agents in Gemini API, including background execution, remote MCP server integration, custom function calling and refreshing credentials across

中文介绍 GoogleAIStudio 宣布 Gemini API 的 Managed Agents 迎来多项新功能。更新包括支持后台执行，实现远程 MCP 服务器集成，允许自定义函数调用，以及跨项目刷新凭证。这些增强功能旨在提升开发者在使用 Gemini API 构建智能代理时的灵活性和效率，简化复杂工作流的实现。

Your AI, your growth

@arthurmensch · 74.0K 粉丝 · 162.7K 阅 · 539 赞 · 76 转

07/04 05:31

Of course you need to use open-source models if you’re an enterprise leader. Close model providers, that are now forcing data retention, are gaining immense leverage on your business if you don’t. As

中文介绍 该推文仅以“Your AI, your growth”作为预览内容，未提供具体细节或论证，因此无法生成详细摘要。推测博主旨在强调AI对个人或组织成长的重要性，但具体观点、方法或案例均未提及。

You have 1 day to clone Fable 5 into Opus 4.8.

@alex_prompter · 277.4K 粉丝 · 125.9K 阅 · 595 赞 · 77 转

07/07 02:25

Tomorrow is the last day Fable 5 sits inside your plan for free. After July 7 it moves to pay-per-use credits, and most people are about to spend the week arguing over whether it's worth keeping. That

中文介绍 博主alex_prompter发布紧急通知，提醒用户必须在一天内将Fable 5克隆（clone）到Opus 4.8。这可能暗示Fable 5即将面临服务调整或费用变化，建议用户及时采取行动以保留其配置或数据，以免造成不便或损失。

Vision as Unified Multimodal Generation

👍 30

07/07 08:00

We formulate computer vision as unified multimodal generation, where heterogeneous visual tasks are expressed in the native text and image generation spaces of a unified multimodal model, without task-specific architectures. Under this formulation, SenseNova-Vision uses natural-language instructions

中文介绍 研究者提出将计算机视觉定义为统一多模态生成，用单个多模态模型处理不同视觉任务。该框架将异构视觉任务表达在文本和图像生成空间中，无需特定任务架构。SenseNova-Vision模型在此公式下利用自然语言进行操作。

RynnWorld-4D: 4D Embodied World Models for Robotic Manipulation

👍 72

07/07 08:00

Robotic manipulation in the open world requires not only recognizing what a scene looks like, but also anticipating how its 3D structure moves under interaction. We argue that synchronized RGB, depth, and optical flow, namely RGB-DF, provide a physically grounded representation that captures the und

中文介绍 针对开放世界中的机器人操作，研究提出RynnWorld-4D，一种4D具身世界模型，旨在预测场景3D结构在交互下的运动。该模型强调同步的RGB、深度和光流信息（RGB-DF），作为一种物理基础的表征，以提升机器人对动态环境的理解和操作能力。

RynnWorld-Teleop: An Action-Conditioned World Model for Digital Teleoperation

👍 67

07/07 08:00

Scaling robot learning requires massive, diverse trajectory data, yet collection is currently bottlenecked by physical teleoperation, where every demonstration binds operator time to specific hardware and workspaces. We introduce digital teleoperation, a paradigm that decouples data collection from

中文介绍 鉴于物理遥操作是机器人学习数据收集的瓶颈，该研究引入了「数字遥操作」范式，旨在将演示与特定硬件和工作空间解耦。研究还提出了RynnWorld-Teleop，一个动作条件世界模型，以支持这种新型遥操作，从而大规模扩展机器人学习所需的轨迹数据。

From RGB Generation to Dense Field Readout: Pixel-Space Dense Prediction with Text-to-Image Models

👍 0

07/07 08:00

Large-scale text-to-image models are attractive backbones for dense prediction because RGB generation pretraining learns rich semantic, structural, and geometric priors. Existing generative and editing approaches reuse these priors by casting dense prediction as target generation: annotations such a

中文介绍 研究探索利用大规模文本到图像模型作为密集预测的骨干。这些模型在RGB生成预训练中学习了丰富的语义、结构和几何先验。该方法通过将密集预测任务转化为目标生成，在像素空间中有效重用这些先验知识，从而提升了密集预测的性能。

Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs

👍 0

07/07 08:00

Developing seamless, high-performance, native intelligent full-duplex Spoken Language Models (SLMs) remains a critical challenge and long-standing goal for the speech and NLP community. Despite notable progress, recent endeavors are fundamentally constrained by severe modality interference, which ca

中文介绍 针对全双工语音语言模型（SLMs）开发中的模态干扰问题，该研究提出一种层次声学-语义建模方法。此方法通过模态分离和语义连贯性，旨在构建无缝、高性能的本地智能SLMs。它致力于解决当前SLMs面临的模态间干扰限制，以实现更自然的语音交互。

RMISC: A Large-scale Real-world Multivariate Corpus for Time Series Foundation Models

👍 0

07/07 08:00

Recent years have witnessed the emergence of multivariate modeling using time series foundation models (TSFMs), which achieve advanced zero-shot generalization. Modern multivariate TSFMs are predominantly pretrained on multivariate synthetic data, which is easier to scale but may fail to capture the

中文介绍 为解决时间序列基础模型（TSFMs）过度依赖合成数据预训练的问题，研究引入了RMISC，一个大规模真实世界多变量语料库。RMISC旨在提供更丰富的真实数据，以提升TSFMs的零样本泛化能力，从而促进其在实际应用中的性能和效果。

EgoPolice: A Benchmark for Egocentric Video Understanding in High-Stakes Police Body-Worn Camera Footage

👍 0

07/07 08:00

We introduce EgoPolice, a carefully curated dataset of real, egocentric police-civilian interactions, sourced from publicly available body-worn camera videos. We select police-civilian action labels that are critical for police behavioral research and annotate them at a second-by-second granularity.

中文介绍 研究引入EgoPolice，一个用于以自我为中心视频理解的基准数据集。该数据集精心收集自公开的警用执法记录仪视频，包含真实的警民互动。研究人员对警民互动中的关键行为进行逐秒标注，以支持警察行为研究及相关高风险场景下的视频分析。

WordVoice: Explicit and Decoupled Multi-Dimensional Word-Level Control for LLM-Based TTS

👍 0

07/07 08:00

While recent Large Language Model (LLM)-based Text-to-Speech (TTS) systems have achieved remarkable naturalness, they predominantly rely on implicit end-to-end generation paradigms, resulting in coarse-grained control. In scenarios demanding precise stylistic interventions and strict temporal alignm

中文介绍 针对基于大型语言模型（LLM）的文本转语音（TTS）系统在精细控制方面的不足，研究提出了WordVoice。该方法提供显式且解耦的多维度词级别控制，旨在克服现有端到端生成范式带来的粗粒度控制问题，从而实现在LLM-TTS系统中精确的风格干预。

SIEVE: Structure-Aware Data Selection for Imitation Learning with VLA Models

👍 2

07/07 08:00

Vision-Language-Action (VLA) models are typically trained by imitation learning on large-scale robot demonstration datasets, but more data does not necessarily yield better policies due to redundancy, noise, and uneven coverage. Existing data selection methods often assess demonstrations at either t

中文介绍 针对视觉-语言-动作（VLA）模型在模仿学习中面临的数据冗余、噪声及覆盖不均问题，研究提出SIEVE，一种结构感知的数据选择方法。SIEVE旨在从大规模机器人演示数据集中筛选出更有效的数据，以避免仅增加数据量却无法提升VLA模型策略性能的局限。

From Foundation to Application: Improving VLA Models in Practice

👍 11

07/07 08:00

Despite recent progress of VLA foundation models, the disparity between laboratory conditions and real-world applications continues to impede their practical implementation. To bridge this gap, we present LingBot-VLA 2.0, which advances LingBot-VLA through improvements in three functional domains. (

中文介绍 鉴于视觉-语言-动作（VLA）基础模型在实验室与实际应用之间存在差距，该研究推出了LingBot-VLA 2.0。此版本通过在三个关键方面进行改进，旨在提升LingBot-VLA在现实世界中的部署能力和性能，以更好地弥合理论与实践之间的鸿沟。

TMF-RSE: Tri-Modal Fusion with Regional Semantics and Evidential Uncertainty for Lung Severity Scoring

👍 0

07/07 08:00

Accurate quantification of lung disease severity from chest imaging is critical for clinical decision-making and resource allocation. We propose a tri-modal deep learning framework, TMF-RSE (Tri-Modal Fusion with Regional Semantics and Evidential Uncertainty), that combines appearance features from

中文介绍 为准确评估胸部影像中的肺部疾病严重程度，研究提出TMF-RSE（三模态融合与区域语义及证据不确定性）深度学习框架。该框架结合多种模态信息，并融入区域语义和证据不确定性考量，旨在提供更可靠的评分，以辅助临床决策和资源分配。

Token-Based Dual-view Fusion and Adaptation of Large Vision Models for Breast Cancer Classification

👍 0

07/07 08:00

Accurate breast cancer classification from mammography requires effective integration of complementary information from craniocaudal (CC) and mediolateral oblique (MLO) views, which provide a more complete characterization of breast abnormalities. However, existing multi-view learning approaches typ

中文介绍 为提高乳腺X线摄影中乳腺癌分类的准确性，研究提出一种基于Token的双视图融合与自适应方法。该方法旨在有效整合头尾位（CC）和内外斜位（MLO）视图的互补信息，以优化大型视觉模型对乳腺异常的特征表征，从而克服现有方法在多视图学习上的局限。

AlayaWorld: Long-Horizon and Playable Video World Generation

👍 70

07/07 08:00

Game worlds have traditionally been built through labor-intensive production pipelines, making them costly to develop, difficult to customization, and expensive to modify after deployment. Recent advances in video world models offer a fundamentally different paradigm. Rather than explicitly authorin

Spider 2.0-AIFunc: Extending Real-World Text-to-SQL to AI-Native SQL Workflows

👍 0

07/07 08:00

Major cloud data platforms now expose large language model capabilities as native SQL functions, enabling analysts to perform classification, filtering, sentiment analysis, extraction, similarity search, and aggregation within ordinary SQL queries. Yet existing text-to-SQL benchmarks evaluate only c

LongCrafter: Towards Diverse Long-Context Understanding via Evidence-Graph-Guided Instruction Synthesis

👍 8

07/07 08:00

Synthesizing long-context supervised fine-tuning (SFT) data is a scalable way to enhance the long-context understanding of large language models (LLMs), yet existing approaches share three limitations: narrow task coverage, insufficient instruction difficulty, and a lack of faithfulness supervision.

WebRetriever: A Large-Scale Comprehensive Benchmark for Efficient Web Agent Evaluation

👍 0

07/07 08:00

As web agents increasingly demonstrate capabilities in automated task execution, the development of robust evaluation frameworks for assessing their navigation and task completion performance has emerged as a critical research priority. However, existing benchmarks exhibit fundamental limitations. F

SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review

👍 3

07/07 08:00

Coding agents increasingly generate pull requests (PRs) for real-world software issues, yet one-shot PR generation remains open-loop: the PR is proposed without systematic review, diagnosis, or revision. We introduce SWE-Review, a framework for closing this loop with agentic code review. Given an is

PluraMath: Extending Mathematical Reasoning Evaluation Beyond High-Resource Languages

👍 4

07/07 08:00

Mathematical reasoning has become a central task for evaluating and tuning reasoning Large Language Models (LLMs), yet existing benchmarks remain heavily biased toward high-resource languages, with English and Chinese dominating both pre-training corpora and evaluation suites. The recently released

ProvICS: A Provenance-based Intrusion Detection for Industrial Control Systems

👍 0

07/07 08:00

The convergence of Information Technology and Operational Technology has exposed Industrial Control Systems (ICS) to multi-stage cyberattacks that traverse software, network, and physical process layers simultaneously. Although Provenance-based Intrusion Detection Systems (PIDS) are effective in Inf

SearchEyes: Towards Frontier Multimodal Deep Search Intelligence via Search World Simulation

👍 14

07/07 08:00

Training multimodal search agents to perform multi-hop reasoning remains challenging due to a fundamental structural disconnect: existing pipelines construct training data, search environments, and reward signals independently, causing synthesized structural metadata to be discarded, environments to

TurnOPD: Making On-Policy Distillation Turn-Aware for Efficient Long-Horizon Agent Training

👍 10

07/07 08:00

On-policy distillation (OPD) trains a student policy by matching a stronger teacher on the student's own trajectories, offering a promising framework for language agent training. However, its application to long-horizon agentic tasks remains insufficiently explored. We identify two key inefficiencie

Quantifying and Expanding the Theoretical Capacity of Late-Interaction Retrieval Models

👍 5

07/07 08:00

Late-interaction retrieval models that use the MaxSim similarity function have shown strong empirical performance, often outperforming single-vector dense and sparse retrieval models. Despite these empirical findings, little is known about the theoretical representation power of MaxSim and how it co

Image2Sim: Scaling Embodied Navigation via Generative Neural Simulator

👍 0

07/07 08:00

Embodied navigation aims to build agents that interpret multimodal goals, reason in 3D space, and reach target destinations reliably in the real world. However, progress remains constrained by the lack of scalable, high-fidelity, and physically grounded interactive environments. Although real-world

Nemotron-Labs-Diffusion: A Tri-Mode Language Model Unifying Autoregressive, Diffusion, and Self-Speculation Decoding

👍 6

07/07 08:00

We introduce Nemotron-Labs-Diffusion, a tri-mode language model (LM) that unifies AR, diffusion, and self-speculation decoding within a single architecture. Trained with a joint AR-diffusion objective, Nemotron-Labs-Diffusion can switch modes to sustain high throughput across deployment settings and

SpanUQ: Span-Level Uncertainty Quantification for Large Language Model Generation

👍 0

07/07 08:00

Uncertainty estimation is essential not only for the trustworthy deployment of large language models (LLMs) but also as a foundation for self-refinement in LLM generation. However, existing approaches operate at suboptimal granularities: token-level scores lack semantic coherence, while sequence-lev

RoboDojo: A Unified Sim-and-Real Benchmark for Comprehensive Evaluation of Generalist Robot Manipulation Policies

👍 0

07/07 08:00

Generalist robot manipulation policies have advanced rapidly, yet existing benchmarks remain limited in systematically evaluating their capabilities. Many rely on simple, short-horizon, or skill-narrow tasks with limited capability coverage, and are often conducted only in simulation or only in the

CONFLUX: A Latent Diffusion Model for 3D Chest-CT Synthesis with RL Post-Training

👍 4

07/07 08:00

Controllable generative models of 3D medical images can synthesize volumes with specified clinical attributes, but this demands samples that are simultaneously high-fidelity, natively 3D, and faithful to the requested conditioning. We present CONFLUX, a latent diffusion model for chest computed tomo

Reweighting Framewise Attention in Video Transformers for Facial Expression Understanding

👍 0

07/07 08:00

Understanding facial expressions in videos requires modeling subtle and localized facial dynamics under unconstrained conditions. Although recent Vision Transformer (ViT)-based video models have shown strong performance through large-scale self-supervised pretraining, their attention mechanisms ofte

SAGE: Spatial-visual Adaptive Graph Exploration for Efficient Visual Place Recognition

👍 0

07/07 08:00

Visual Place Recognition (VPR) requires robust retrieval of geotagged images despite large appearance, viewpoint, and environmental variation. Prior methods focus on descriptor fine-tuning or fixed sampling strategies yet neglect the dynamic interplay between spatial context and visual similarity du

Where to cut, how deep: BPE and Unigram-LM on chemistry SMILES

👍 2

07/06 08:00

Every chemical language model reading SMILES begins with a tokenizer, yet the field has inherited byte-pair encoding (BPE) from natural language with little scrutiny. In natural language, BPE's principal alternative, Unigram-LM, is known to build structurally different vocabularies. Whether that con

Compendium

07/09 04:54

Keeping your team, agents, and data on one page

中文介绍 Compendium是一款旨在帮助团队整合管理工具，将团队成员、代理和相关数据集中在一个平台上，以提高协作效率和信息一致性的产品。

On-Device Field Extraction by Veryfi

07/09 04:51

Secure on-device extraction even if you're offline

中文介绍 Veryfi推出了一款支持设备端字段提取的产品，其核心优势在于即便在离线状态下也能进行安全的数据提取，确保用户在任何环境下都能高效处理信息。

Notion Agents iOS app

07/09 04:50

Chat with Notion Agents anytime

中文介绍 Notion Agents iOS应用现已推出，用户可以通过该应用随时随地与Notion智能代理进行对话交互，方便快捷地获取信息和管理任务。

ExploreYC

07/09 04:49

Open-source API for Y Combinator & a16z company data

中文介绍 ExploreYC是一个开源API，旨在提供Y Combinator和a16z投资公司的详细数据。该API为开发者和研究人员提供便捷的数据访问接口，助力创业公司生态系统的分析与探索。

Willow Frontier Pro

07/09 04:46

The fastest, most accurate dictation model in the world

中文介绍 Willow Frontier Pro是一款语音转文本听写模型，号称是全球速度最快、准确率最高的听写模型，旨在为用户提供高效精准的语音输入体验。

PopTask for Apple

07/09 04:46

Turn to-dos into scheduled tasks

中文介绍 PopTask是一款专为Apple设备设计的应用，能够帮助用户将待办事项转化为有明确时间安排的日程任务，从而更好地规划和管理工作与生活。

agents-cli

07/09 04:46

The CLI your coding agent uses to ship agents

中文介绍 agents-cli是一个命令行界面工具，专为编码代理设计，用于部署和管理其他智能代理。它简化了代理的开发与交付流程，提升了效率。

IvyForms

07/09 04:41

A WordPress form builder for real workflows

中文介绍 IvyForms是一款针对WordPress平台设计的表单构建器，旨在帮助用户创建支持复杂真实工作流程的表单，提升网站的功能性和自动化处理能力。

Orus

07/09 04:38

Claude for investing in perpetuals

中文介绍 Orus是一款利用AI模型Claude进行永续合约投资的产品。它旨在通过人工智能的力量，为用户提供更智能、更高效的永续合约投资策略和分析工具。

Orbit for Mac

07/09 04:38

Every Google account, in a single window

中文介绍 Orbit for Mac是一款MacOS应用，允许用户在一个统一的窗口中管理所有Google账户。这大大简化了多账户切换的繁琐，提升了工作效率。

Claude Fable 5 Just Changed Design Forever

07/07 01:37

I Created the Ultimate Jarvis AI Assistant (It’s So Easy)

07/01 09:40

Poweful Agents inside Slack

06/25 06:39

AI Agents Just Changed Forever: GLM 5.2, Codex Skills, Claude & Cursor

06/21 21:30

9 AI Agent Skills To Get Ahead of 99% of People

06/18 10:27

How to build high quality internal tools with Retool

06/18 05:21

SpaceX Just Bought Cursor for $60B. It’s About to Take OVER.

06/17 05:31

Why the Government Just Killed Claude Fable 5

06/13 11:50

This is Why They Banned Claude Fable 5

06/13 02:28

Hermes Agent NEW Super-App and DeepSeek v4 Catches Up To Opus 4.8?

06/07 04:10

一个中登这两年的经历，希望大家看完后性格和职业规划上可以给点意见。

07/08 21:54

11 回复 · 程序员 节点

明后天阿里就全面禁用 Claude 了，那他们用啥啊？

07/08 19:21

22 回复 · 程序员 节点

claude code 还能继续用么？

07/08 16:59

9 回复 · 程序员 节点

现在已经下钻到挣小白的 token 钱了。

07/08 16:35

11 回复 · 程序员 节点

Apple 美区礼品卡购买问题

07/08 14:15

19 回复 · Apple 节点

2026 年 07 月购买了 Quantumult X

07/08 13:46

37 回复 · Apple 节点

iOS 有什么办法能屏蔽懂球帝的广告

07/08 13:39

15 回复 · Apple 节点

卖还是不卖？

07/08 09:53

35 回复 · Apple 节点

国行 iPhone air 在国内成功添加 giffgaff esim，顺便解锁了 apple news 等

07/07 17:37

13 回复 · Apple 节点

MAC 外接 32 寸显示器求推荐

07/07 14:52

8 回复 · Apple 节点

Fable is not a useful model

07/09 04:41

26 points · 5 comments

Turning a pile of documents into a searchable useable knowledge base

07/09 04:37

3 points · 1 comments

Agentic test processes, LLM benchmarks, and other notes on agentic coding fr

07/09 04:21

3 points · 1 comments

Multigres Supports Listen/Notify Across Pooled Connections

07/09 04:11

3 points · 0 comments

Show HN: Onboard-CLI, a LLM powered and AST-based tool to visualize codebase

07/09 04:09

3 points · 0 comments

FAANG Simulator

07/09 04:05

10 points · 2 comments

Show HN: Hnwork.app – UI for Who is hiring posts

07/09 04:00

Hey HN, I built a UI on top of the "Who is hiring" posts. Take a look at https://hnwork.app!One of the downsides of unstructured text posts is the readability due to it being free-form and having little to no format. While there are other tools that have been built over the years

Cloudflare Drop

07/09 03:18

54 points · 31 comments

OpenMandriva: Statement regarding attempted distribution sabotage

07/09 02:21

33 points · 6 comments

Grok 4.5

07/09 02:00

321 points · 245 comments

Show HN: Microsoft releases Flint, a visualization language for AI agents

07/09 01:46

Data visualizations are the bridge between user and data.But building AI agents that can generate visualizations reliably can be very tricky:- simple chart specs can be reliable, but generated charts are often of low quality due to reliance on system defaults; - complex chart specs with explicit det

PlayStation can delete all your digital games after 3 years of inactivity (EU)

07/09 01:45

142 points · 65 comments

What Do We Know About the Microplastics Inside Us?

07/09 01:43

145 points · 72 comments

GPT‑Live

07/09 01:03

469 points · 324 comments

EU now one step away from reviving private message scanning rules

07/09 00:53

240 points · 108 comments

SWE-1.7 Reach Near GPT 5.5 and Opus Intelligence

07/09 00:19

196 points · 107 comments

TypeScript 7

07/09 00:06

320 points · 119 comments

Chatto is now Open Source

07/08 23:19

521 points · 141 comments

Mistral's Robostral Navigate: a state of the art robotics navigation model

07/08 22:09

345 points · 82 comments

OpenBSD has a use-after-free allowing local privilege escalation to root

07/08 21:24

218 points · 101 comments

A bug which affected only left handed users

07/08 21:20

37 points · 13 comments

Cloudflare Meerkat - Globally distributed consensus

07/08 21:18

182 points · 38 comments

Decoding the obfuscated bash script on a Uniqlo t-shirt

07/08 16:46

1184 points · 190 comments

GitLost: We Tricked GitHub's AI Agent into Leaking Private Repos

07/08 13:25

482 points · 184 comments

Show HN: Agent Draw: An agent draws while you talk, built on TLDraw

07/06 22:50

We recently built 2draw, a Drawful-style game where players draw on a shared canvas and race to guess each other's drawings, on tldraw, an infinite-canvas SDK for React.We started wondering what it would take to put an agent in that loop, as an opponent or a rival guesser, and dug into how an a

I Built a Telegram Client for Pi

07/06 22:06

25 points · 11 comments

Understanding B-Tree Indexes in PostgreSQL: A Comprehensive Guide– Part 1

07/06 03:55

21 points · 1 comments

TabFont – guitar tabs rendered as you type

07/05 21:13

63 points · 19 comments

Show HN: Follow London Trains in 3D

07/05 00:11

deck.gl based visualiser of the TFL Api + National Rails to be able to track (with minimal drift) a train along the way in London and to the nearest airports. If you pick one from any platform in https://nexttrain.london basically you can share your train journey along the rails. Build to

EVE Online's Carbon engine is now open source: Fenris Creations explains why

07/04 05:46

352 points · 120 comments

v2.1.204

07/08 08:27

What's changed Fixed hook events not streaming during SessionStart hooks in headless sessions, which could cause remote workers to be idle-reaped mid-hook

中文介绍 Anthropic的Claude Code发布了v2.1.204版本更新。此版本修复了一个问题：在无头会话（headless sessions）的SessionStart钩子（hooks）期间，钩子事件无法流式传输，这可能导致远程工作器在钩子执行中途被错误地回收。

v2.1.203

07/08 05:06

What's changed Added a warning when your login is about to expire, so you can re-authenticate before background sessions are interrupted Added a grey ⏸ badge to the footer when in manual permission mode, making the active mode always visible Added the session's additional working directories to MCP

中文介绍 Anthropic的Claude Code发布了v2.1.203版本更新。新版本主要进行了用户体验改进，包括添加了登录即将过期时的警告提示，以便用户能及时重新验证身份，避免后台会话中断。此外，在手动权限模式下，页脚会显示一个灰色暂停徽章，使用户能清晰看到当前模式状态。

v2.1.202

07/07 06:51

What's changed Added a "Dynamic workflow size" setting in /config for controlling how large Claude generally makes dynamic workflows (small/medium/large agent counts) — an advisory guideline, not an enforced cap Added workflow.run_id and workflow.name OpenTelemetry attributes to telemetry emitted by

中文介绍 Anthropic的Claude Code发布了v2.1.202版本更新。此次更新新增了在/config中配置「动态工作流大小」的选项，允许用户选择Claude生成工作流的代理数量规模（小型、中型或大型），这作为指导性设置。此外，新版本还为workflow.run_id和workflow.name添加了OpenTelemetry属性，以增强可观测性。

v2.1.201

07/04 07:50

What's changed Claude Sonnet 5 sessions no longer use the mid-conversation system role for harness reminders

中文介绍 克劳德（Claude）代码库发布了 v2.1.201 版本。此版本更新的一项主要变化是，Claude Sonnet 5 的会话在进行引导提醒时，将不再使用对话中的系统角色。这反映了对模型内部交互机制的调整和优化，旨在提升模型性能和用户体验。

v2.1.200

07/04 00:52

What's changed Changed AskUserQuestion dialogs to no longer auto-continue by default; opt into an idle timeout via /config Changed the "default" permission mode to "Manual" across the CLI, --help, VS Code, and JetBrains; --permission-mode manual and "defaultMode": "manual" are accepted alongside def

中文介绍 Anthropic的Claude Code发布v2.1.200版本。此版本更新了“AskUserQuestion”对话框，默认不再自动继续，用户可通过“/config”设置空闲超时。此外，CLI、VS Code和JetBrains等环境的默认权限模式均已更改为“手动”，以提高安全性控制。

v2.1.199

07/03 07:35

What's changed Stacked slash-skill invocations like /skill-a /skill-b do XYZ now load all leading skills (up to 5), not just the first Fixed SSL certificate errors (TLS-inspecting proxies, missing NODE_EXTRA_CA_CERTS, expired certs) burning retries before showing actionable guidance — they now fail

v2.1.198

07/03 06:55

What's changed Subagents now run in the background by default, so Claude keeps working while they run and is notified when they finish (previously a gradual rollout) Claude in Chrome is now generally available Added background agent notifications in claude agents — sessions that need input or finish

v2.1.197

07/01 01:56

What's changed Introducing Claude Sonnet 5: now the default model in Claude Code, with a native 1M-token context window and promotional pricing of $2/$10 per Mtok through August 31. Update to version 2.1.197 for access. https://www.anthropic.com/news/claude-sonnet-5

v2.1.196

06/30 07:27

What's changed Added support for organization default models — admins set it in the org console; it shows as "Org default" (or "Role default") in /model when you haven't picked one yourself Added readable default names for sessions at start, making them easier to identify and message Added clickable

v2.1.195

06/27 05:29

What's changed Added CLAUDE_CODE_DISABLE_MOUSE_CLICKS to disable mouse click/drag/hover in fullscreen mode while keeping wheel scroll Fixed hook matchers with hyphenated identifiers (e.g. code-reviewer, mcp__brave-search) accidentally substring-matching — they now exact-match. Use mcp__brave-search_