Go · ★ 31,700 · 🍴 2,251 · 📈 3,215 stars today
Fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in multi-language ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.
中文介绍 阿里开源的大规模代码审查工具，采用确定性流水线加 LLM Agent 的混合架构，能在代码行级别给出精确评论。内置多语言规则集，可检测 NPE、线程安全等问题，适合中大型团队在 CI 中集成，减少人工评审负担。
JavaScript · ★ 7,054 · 🍴 414 · 📈 1,249 stars today
A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings
中文介绍 Cloudflare 推出的编码 Agent 技能，用于多阶段安全审计。它把审计流程拆成多个阶段，输出可机器读取且经过独立验证的发现结果，适合安全团队与开发者在自动化流程中排查代码漏洞。
C · ★ 34,995 · 🍴 3,672 · 📈 1,532 stars today
Run frontier MoE models on hardware you already own — pure C, zero deps, experts streamed from disk. Tiny engine, immense model. 🐦
中文介绍 用纯 C 编写、零依赖的轻量推理引擎，能在自有硬件上运行前沿 MoE 大模型。它把专家权重流式从磁盘加载，以极小体积承载庞大模型，适合显存有限但想本地跑大模型的开发者。
Swift · ★ 5,555 · 🍴 264 · 📈 1,136 stars today
Tinycast — a tiny, fully native macOS launcher, hotkeys, and clipboard history.
中文介绍 一款小巧的原生 macOS 启动器，集成快捷键与剪贴板历史功能。完全用原生技术实现，轻量快速，适合追求效率的 Mac 用户快速启动应用、管理剪贴板，替代臃肿的同类工具。
TypeScript · ★ 54,345 · 🍴 6,785 · 📈 409 stars today
The open-source AI voice studio. Clone, dictate, create.
中文介绍 开源 AI 语音工作室，支持声音克隆、语音听写和语音创作。面向内容创作者、播客与开发者，提供克隆音色并生成语音的全流程工具，可自托管，降低语音合成使用门槛。
Swift · ★ 13,321 · 🍴 1,586 · 📈 444 stars today
中文介绍 一个命令行工具，从 repo 名推测与虚拟手机或 iPhone 相关。由于缺少描述，具体功能不明确，可能是通过 CLI 管理某类设备或模拟环境，适合需要在终端操作相关场景的用户。
Python · ★ 24,270 · 🍴 2,922 · 📈 96 stars today
Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork
中文介绍 Anthropic 开源的知识工作者插件仓库，主要为 Claude Cowork 提供扩展能力。面向非技术岗位的办公用户，通过插件把 Claude 接入日常工作流，提升文档处理、调研等知识型任务的效率。
TypeScript · ★ 7,284 · 🍴 1,086 · 📈 771 stars today
Ever® Gauzy™ - Open Business Management Platform (ERP/CRM/HRM/ATS/PM) - https://gauzy.co
中文介绍 开源企业经营管理平台，集 ERP、CRM、HRM、ATS 与项目管理于一体。帮助中小企业在一套系统内管理客户、人力、招聘与项目，避免多套工具割裂，适合需要一体化后台的团队。
Rust · ★ 30,835 · 🍴 3,208 · 📈 50 stars today
Anki is a smart spaced repetition flashcard program
中文介绍 Anki 是知名的间隔重复记忆卡片软件，通过智能调度算法安排复习时间，帮助用户高效长期记忆。广泛用于语言学习、医学考试与知识背诵，支持多平台与插件扩展，是学习类工具的代表。
Java · ★ 77,740 · 🍴 8,593 · 📈 1,059 stars today
Ghidra is a software reverse engineering (SRE) framework
中文介绍 Ghidra 是美国国家安全局开源的软件逆向工程框架，支持反汇编、反编译、脚本扩展与协作分析。安全研究员和逆向工程师可用它分析二进制程序、排查漏洞，是 IDA 之外的主流免费选择。
TypeScript · ★ 145,473 · 🍴 23,475 · 📈 155 stars today
Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.
中文介绍 Claude Code 是 Anthropic 推出的终端内智能编码工具，能理解代码库、执行常规任务、解释复杂代码并处理 Git 工作流。开发者可在命令行中直接调用，加快日常开发与重构效率。
Python · ★ 50,577 · 🍴 4,812 · 📈 292 stars today
We write your reusable computer vision tools. 💜
中文介绍 Roboflow 维护的计算机视觉工具库，提供可复用的检测、追踪、标注与可视化组件。帮助开发者快速搭建目标检测等流水线，减少重复代码，适合做 CV 应用与模型演示的工程团队。
Rust · ★ 4,370 · 🍴 271 · 📈 1,036 stars today
Turn your coding agents into research agents
中文介绍 把编码 Agent 转换成研究 Agent 的工具。面向研究人员和开发者，让原本用于写代码的智能体执行文献检索、实验与资料整理等科研任务，从而扩展 Agent 的应用场景。
TypeScript · ★ 109,677 · 🍴 14,034 · 📈 352 stars today
The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.
中文介绍 基于 Postgres 的开发平台，为开发者提供专属数据库与配套后端能力，用于构建 Web、移动和 AI 应用。集成认证、存储、实时等模块，是 Firebase 的开源替代，适合快速搭建全栈项目。
Python · ★ 2,533 · 🍴 182 · 📈 74 stars today
All in one plugin for Hermes Agent ⚚ the coding intelligence, a long-term memory system and model optimized workflow packages
中文介绍 面向 Hermes Agent 的一体化插件，集成编码智能、长期记忆系统与模型优化工作流包。帮助开发者增强 Agent 的记忆与任务处理能力，适合希望优化自身编码智能体工作流的用户。
Go · ★ 25,235 · 🍴 3,470 · 📈 1,201 stars today
Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.
中文介绍 腾讯开源的大模型知识平台，可把原始文档转化为可查询的 RAG、自主推理 Agent 和自我维护的 Wiki。适合企业构建知识库与问答系统，用 LLM 激活沉淀的文档资产。
Python · ★ 5,752 · 🍴 739 · 📈 383 stars today
claude-red is a curated library of offensive security skills designed for the Claude skills system. Each skill is a structured SKILL.md file that primes Claude with expert-level methodology for a specific attack surface — from SQLi to shellcode, EDR evasion to exploit development.
中文介绍 为 Claude 技能系统打造的攻防安全技能库，每个技能以结构化 SKILL.md 文件呈现，为 Claude 注入专家级方法论。面向渗透测试与红队人员，在授权测试中辅助完成安全评估任务。
Python · ★ 9,350 · 🍴 1,007 · 📈 370 stars today
YuE2: frontier music generation with symbolic planning, zero-shot covers, and agentic music editing.
中文介绍 YuE2 是前沿音乐生成模型，支持符号化规划、零样本翻唱以及智能体式的音乐编辑。面向音乐创作者与研究者，可根据输入生成或改编歌曲，推动 AI 在音乐创作领域的应用。
JavaScript · ★ 95,413 · 🍴 10,109 · 📈 656 stars today
Production-grade engineering skills for AI coding agents.
中文介绍 由 Addy Osmani 整理的面向 AI 编码 Agent 的生产级工程技能集合。提供结构化的技能定义，帮助开发者增强 Agent 在真实项目中的编码与管理能力，适合搭建高质量 Agent 工作流。
TypeScript · ★ 68,347 · 🍴 7,381 · 📈 102 stars today
Autonomous coding agent as an SDK, IDE extension, or CLI assistant.
中文介绍 Cline 是自主编码 Agent，可作为 SDK、IDE 扩展或 CLI 助手使用。它能理解代码库并自动执行编辑与任务，开发者可将其集成到编辑器或脚本中，加速日常开发与自动化流程。
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As AI agents become participants in the development of their successors, they reshape both the production of intelligence and the role of human researchers. We introduce Atria Dawn Preview, a foundation agentic language model designed for scientific research and engineering workflows, with the goal
中文介绍 提出面向科研与工程工作流的基础 agentic 语言模型 Atria Dawn Preview，目标是在 AI 智能体参与后继模型研发的背景下重塑智能生产方式与人类研究者角色。摘要仅给出设计定位与目标，未披露具体架构、训练数据与量化结果。
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In this work, we present ZGCM-1, a fully open 7B dense foundation model trained from scratch with extreme data, system, and algorithmic efficiency. ZGCM-1 is founded on a core premise: compact models cannot passively memorize the open web, but can overcome parametric capacity limits by coupling deli
中文介绍 发布完全开源的 7B dense 基础模型 ZGCM-1，从零训练，强调数据、系统与算法的极致效率。核心前提是紧凑模型无法被动记忆开放网络，需通过精细设计突破参数容量限制，面向数学与 agentic 搜索任务。摘要未给出具体基准指标。
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Language models may need to internalize information that arrives over time and retain it through many subsequent updates. To study this challenge, we introduce long-horizon memorization, a setting in which a model learns 100 query-answer tasks through continual supervised fine-tuning without retaini
中文介绍 研究长时程记忆：模型需通过持续监督微调依次学习 100 个问答任务且不保留原始数据，考察信息随时间到达后的保持能力。工作提出该设定并检验持续学习机制的组合效果，以探究语言模型能否在多次更新后仍记住早期内容。
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We present PhysBrain 1.5, a unified model for understanding physical environments, generating actions, and predicting future states. Motivated by the physical loop of observation, interaction, and environmental change, we bring these capabilities into a common learning framework. Starting from a gen
中文介绍 提出统一模型 PhysBrain 1.5，将理解物理环境、生成动作与预测未来状态纳入同一学习框架，对应观察—交互—环境变化的物理闭环。模型从已有生成式视觉语言模型出发扩展为物理基础模型，摘要未披露具体训练规模与量化结果。
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Foundation models, alongside advances in learned game-world models, are reshaping AI across the game lifecycle. Beyond playing games, recent systems model players and game dynamics, support design and development, adapt player-facing experiences at runtime, and evaluate resulting artifacts. Yet thes
中文介绍 综述基础模型时代游戏 AI 的转变：除对局外，新系统还能建模玩家与游戏动态、辅助设计与开发、在运行时自适应玩家体验并评估产出物。文章梳理这些能力与学到的游戏世界模型进展，并指出当前系统面临的开放问题。
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Realtime spoken interaction demands deep reasoning, prompt responses, and fluid turn-taking. We present StepAudio 3 Realtime, an audio-language foundation model organized around a continuous listen-converse-think-act loop. Deep Perception captures rich acoustic cues to interpret user intent, while S
中文介绍 StepAudio 3 Realtime 是面向实时语音交互的音频语言基础模型，围绕持续的听—说—思—做循环组织。深度感知模块捕捉丰富声学线索以理解用户意图，从而实现深度推理、快速响应与流畅的轮流对话，摘要未给出延迟或准确率指标。
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Recursive self-improvement (RSI) enables AI systems to turn experience and feedback into persistent changes that improve both their capabilities and the process of future improvement. We first use the Headroom-Closed Index (HCI) to reveal the problems of existing LLMs, then introduce the RSI concept
中文介绍 探讨递归自我改进（RSI）：让 AI 系统把经验与反馈转化为持久改变，同时提升能力与后续改进过程本身。作者先用 Headroom-Closed Index（HCI）揭示现有 LLM 的局限，再提出 RSI 概念框架，并展望由 AI 而非人类构建下一代模型的路径。
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We introduce StepAudio 3 Music, a large-scale, long-form music generation model that supports explicit musical planning and open-domain text-controlled generation. The StepAudio Music Tokenizer represents audio as a 50-Hz stream from a 65536-entry single codebook, using semantically informed self-su
中文介绍 StepAudio 3 Music 是支持显式音乐规划与开放域文本控制的大规模长音频音乐生成模型。其 Music Tokenizer 将音频表示为 50Hz、65536 词表单码本流，采用语义引导的自监督方式；摘要强调长时生成与可控性，未列出具体评测分数。
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Digital agents must often adapt to new environments whose interfaces, tools, and failure modes are not fully captured by pretrained models. We introduce RSIAgent, a training-free multi-agent framework for recursive self-improvement through autonomous memory construction. RSIAgent coordinates curricu
中文介绍 RSIAgent 是免训练的多智能体框架，通过自主记忆构建实现递归自我改进。它协调课程式探索，应对新环境中接口、工具与失败模式未被预训练覆盖的问题，让数字智能体在陌生环境里自主学习与适应，摘要未给出具体任务成功率。
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The KV cache is a primary bottleneck for Transformer decoding: its memory footprint and cache-read traffic grow with sequence length. Grouped-query attention (GQA) reduces this cost by sharing key-value heads, but still stores both a key and a value at every step. We introduce Grouped Value Attentio
中文介绍 针对 Transformer 解码中 KV cache 显存与读取流量随序列增长的问题，提出 Grouped Value Attention：借助按需键重建实现高效缓存。相较 GQA 仍需逐步存储 key 与 value，该方法进一步压缩开销，摘要未给出具体压缩比或吞吐提升数值。
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Video diffusion models are stochastic and hard to control: precise content often requires repeated sampling without guaranteed success, and long-horizon scenes drift in appearance, interactions, and temporal coherence. Agentic visual creation provides explicit references, editable 3D scenes, or exec
中文介绍 LynnReal-Omni 面向 agentic 视觉工作流提出原生多模态视频生成。针对视频扩散模型随机性强、难以精确控制、长时程场景外观与交互漂移等问题，引入显式参考、可编辑 3D 场景或可执行约束，提升内容可控性与时间一致性。
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Orthrus is a hybrid autoregressive-diffusion architecture that accelerates autoregressive language-model inference by generating multiple tokens in parallel while using a frozen autoregressive backbone. Its central claim is that an intra-model consensus mechanism enables lossless speculative decodin
中文介绍 重新审视 Orthrus 无损投机解码的说法：该混合自回归—扩散架构用冻结自回归主干并行生成多 token，声称依靠模型内共识机制实现无损加速。本文考察数值精度的影响，指出所谓无损在实际浮点运算下并不严格成立。
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Interactive video world models must maintain broad scene context under camera motion while producing high-fidelity observations with low latency. Existing approaches face a representation trade-off: perspective models operate on local views and must preserve off-screen content over long rollouts, wh
中文介绍 AlayaVista 提出从全景状态到透视视频的流式世界建模，旨在让交互式视频世界模型在相机运动下保持广域场景上下文，同时低延迟输出高保真画面。摘要点出现有方法在局部视角与长时程离屏内容保持之间的表示权衡。
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We introduce and release ScienceBuddy, an interactive scientific research workspace that brings continually improving scientific agents into researchers' everyday workflows. ScienceBuddy supports researchers in carrying out scientific tasks while transforming their requests, feedback, and execution
中文介绍 推出交互式科研工作台 ScienceBuddy，把持续自我改进的科研智能体嵌入研究者日常工作流。系统在辅助完成科研任务的同时，将用户请求、反馈与执行轨迹转化为改进信号，形成「递归中的递归」自我提升循环，摘要未给出量化评估。
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Native 3D generators turn one image into a single mesh. TRELLIS.2 and its peers deliver high-fidelity non-watertight geometry with materials, but the output is one fused object, while downstream work such as editing, rigging and simulation operates on part-level assets. A naive idea is to run a 3D s
中文介绍 Kaininja 将原生 3D 生成器从整对象扩展到部件级。TRELLIS.2 等模型可凭单图输出带材质的高保真非水密几何，但结果是融合单一物体，而编辑、绑定与仿真需要部件资产；直接重复运行 3D 生成器并非良策，本文提出对应方案。
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Embodied navigation requires agents to interpret visual observations, accumulate spatial knowledge, and execute actions to follow instructions or locate objects. Training-based methods face generalization challenges, while training-free methods exploit multimodal large language models (MLLMs) but of
中文介绍 HarnessVLN 通过 agent harness 统一免训练具身导航：智能体需解读视觉观测、累积空间知识并执行动作以跟随指令或寻找目标。针对训练式方法泛化差、免训练 MLLM 方案不足的问题，该框架以统一封装整合感知与决策，摘要未给出具体成功率。
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Computer-use agents increasingly interact with browsers, terminals, file systems, and external services, introducing safety risks that emerge through runtime behavior rather than generated content alone. Existing guard models target static prompts and responses and are poorly suited to agent executi
中文介绍 HazardAuditor 关注计算机使用智能体的运行时安全：其风险产生于与浏览器、终端、文件系统和外部服务的交互行为，而非生成内容。现有 guard 模型面向静态提示与回复，难以适配执行轨迹，本文提出从可执行威胁入手的审计方案。
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We demonstrate that a general-purpose agent can directly drive a physical robot throughout task execution without any task-specific or environment-specific training. We introduce Agent as Policy (AGP), which places task planning and execution under the agent's control. Given a task and a robot inter
中文介绍 提出 Agent as Policy（AGP），让通用智能体无需任何任务或环境专属训练即可直接驱动物理机器人完成执行。任务规划与执行均交由智能体控制，给定任务与机器人接口后自主决策，摘要未披露具体操作任务的成功率数据。
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Large language model (LLM) agents allocate test-time compute adaptively as they revise solutions, use tools, explore alternatives, and decide when to stop. This test-time strategy makes it difficult to measure how agent performance scales. We study open-ended tasks that provide continuous scores for
中文介绍 研究 LLM 智能体的测试时策略：它们会自适应分配算力来修改解法、调用工具、探索备选并决定何时停止，导致性能扩展难以度量。作者用 Elo-per-token 分析在可给连续评分的开放式任务上刻画这种策略与效率的关系。
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We demonstrate that training LLMs with RL does not improve performance equally across a dataset. RL shows large improvements on easy problems that an LLM is already good at solving, but small improvements on hard problems. We call this the Matthew Effect in RL for LLMs, after the phenomenon of cumul
中文介绍 指出 LLM 的 RL 训练在不同难度问题上收益不均，存在「马太效应」：RL 对模型本已擅长的简单题提升大，对难题提升小。据此提出「永不放弃」的训练思路，以改善难题上的学习效果，摘要未列出具体基准数字。
@LingoAITech · 411.4K 粉丝 · 156.5K 阅 · 524 赞 · 227 转
From the Semantic Web to the Human-Centric Agentic Economy Data3.0 + Finance3.0: Sovereign Data, Personal AI, Open Agents and Programmable Value Abstract Artificial intelligence is changing the role
中文介绍 围绕「AI 原生 Web3」的架构设想：从语义网走向以人为中心的智能体经济，提出 Data3.0 + Finance3.0 框架，涵盖主权数据、个人 AI、开放智能体与可编程价值。属于偏概念性的行业白皮书式长文，非具体工具教程。
@jack · 12.1M 粉丝 · 153.5K 阅 · 2.2K 赞 · 304 转
the frontier is the edge of what we know. no company owns what comes next. i want more people to be able to advance it. i favor open releases that people can examine, use, and improve together without
中文介绍 Jack Dorsey 谈「开放前沿」：前沿是人类已知的边界，不该被某家公司独占。他主张更多开放权重发布，让人能检视、使用并共同改进模型。属于路线表态，回应当下闭源大厂呼吁放缓的声音。
@zachlloydtweets · 20.4K 粉丝 · 123.1K 阅 · 500 赞 · 47 转
The software factory approach (a closed agentic loop that runs in the cloud) is growing in popularity, but it can be daunting to adopt. In this post I’ll go through “crawl, walk, run” steps for making
中文介绍 讲软件工厂模式（云端运行的闭环 agentic loop）如何落地，给出「爬—走—跑」三阶段渐进采用路径。适合想引入自动化编码流水线又担心一步到位的团队，偏方法论而非单点工具推荐。
@mustafasuleyman · 1.1M 粉丝 · 117.2K 阅 · 526 赞 · 123 转
AI must be subordinate and always in service of people. Today we're publishing a Code of Conduct for governing MAI Models as they approach the frontier. https://microsoft.ai/news/mai-code-of-conduct/ This is a first draft
中文介绍 Mustafa Suleyman 发布微软 MAI 模型治理的「人类主义 AI 行为准则」首版草案，核心立场是 AI 必须从属于人、始终为人服务。面向临近前沿能力的模型治理，征求反馈的治理文件。
@EricSimons · 28.7K 粉丝 · 84.0K 阅 · 500 赞 · 94 转
This weekend the leaders of the largest closed AI labs agreed the industry should slow down. I want to talk about the other direction: acceleration to the frontier. The gap is closing For two years,
中文介绍 在一个闭源大厂周末达成「行业应减速」共识后，作者反向主张加速开放权重模型追平前沿。指出开源与闭源差距正在缩小，讨论开放权重路线的现实可行性，属立场鲜明的观点帖。
@GoogleCloudTech · 1.3M 粉丝 · 61.0K 阅 · 515 赞 · 34 转
A friend asked me an inconsequential question at work and I had an agent research my recent chats and docs and it found the right answer but it cost me $38!!!. That was a bad ROI. Sure my time is
中文介绍 用一个真实踩坑引出多模型协作思路：让 agent 检索近期聊天与文档回答一个无关紧要的问题，结果花了 38 美元，ROI 极差。借此讨论把 Claude 与 Gemini 放进同一团队时的成本与分工问题。
@donnfelker · 29.9K 粉丝 · 45.9K 阅 · 513 赞 · 53 转
If you’re like me, you likely thought software engineering was a safe and secure job … In fact, I never thought I’d have to worry about a job again as long as I stayed on top of my craft… I was dead
中文介绍 反思软件工程「安全职业」的幻觉正在蒸发，提出「智能体构建者」的崛起。作者以自己曾认为只要精进手艺就不愁工作为切入，讨论 AI 编码智能体对工程师职业路径的冲击与转型方向。
@GoogleCloudTech · 1.3M 粉丝 · 43.8K 阅 · 505 赞 · 60 转
When developers first work on harness engineering for agentic coding systems, they often fall into the same trap: they run common end-to-end benchmarks like Terminal-Bench and DeepSWE, watch a
中文介绍 讲 harness engineering（智能体编码系统的评估框架工程）的常见陷阱：开发者一上来就跑 Terminal-Bench、DeepSWE 这类端到端基准，看到分数就以为懂了。文章给出如何评估、迭代并守护编码智能体的方法。
@ShaneLegg · 82.3K 粉丝 · 40.6K 阅 · 585 赞 · 86 转
We are on the cusp of a profound transformation. Today’s AI systems have impressive capabilities and the rapid pace of innovation suggests we’re now approaching artificial general intelligence (AGI),
中文介绍 DeepMind 联合创始人 Shane Legg 宣布成立 DeepMind Institute。开篇称当前 AI 能力已相当可观，创新速度显示正逼近 AGI。属于机构发布性质，指向 AGI 临近下的研究与治理布局。
@GoogleAIStudio · 203.4K 粉丝 · 35.5K 阅 · 506 赞 · 51 转
New Gemini Audio models are available for developers to build more intelligent conversational experiences via the Gemini API and Google AI Studio. Today, we released new Gemini Live models in the
中文介绍 Google AI Studio 发布 Gemini 3.8 Live 与 3.8 Live Extended Thinking，称其为目前最先进的实时对话模型。主要升级在智能水平与并行推理，让实时协作更自然。面向开发者的模型上线公告。
@GoogleAIStudio · 203.4K 粉丝 · 35.1K 阅 · 585 赞 · 47 转
Gemini 3.8 Live and Gemini 3.8 Live Extended Thinking are our most advanced live dialogue models yet. Major upgrades in intelligence and parallel reasoning make it more intuitive to collaborate and
@Hrushikeshhhh · 420 粉丝 · 30.2K 阅 · 563 赞 · 37 转
TLDR; understanding the importance of evals, and how they can make yours and your agent life easier without spending exponential tokens and time to complete a task. pre - Agent = Model + Harness.
中文介绍 强调 eval 的重要性：先跑通再谈优化，用 eval 让智能体和自己的工作更轻松，避免指数级消耗 token 与时间。提出 Agent = Model + Harness 的拆解视角，属于偏实操的 agent 开发经验帖。
We sit down with AIUC’s CEO on their Series A!
中文介绍 Latent Space 与 AIUC 首席执行官 Rune Kvist 对话，讨论该公司完成 A 轮融资，以及为可供起诉的 AI 代理提供承保服务的思路。
OpenAI shares a framework for tracking, investigating, and disclosing model misalignment, alongside six reports of unexpected or concerning model behavior.
中文介绍 OpenAI 发布模型失准报告框架，用于追踪、调查和披露模型失准情况，并同时公布六份关于模型出现意外或令人担忧行为的报告。
OpenAI and AARP are bringing free, hands-on ChatGPT workshops to 1,000 older adults across 10 U.S. cities to build practical AI skills safely.
中文介绍 OpenAI 与美国退休人员协会（AARP）合作，在美国 10 个城市面向 1000 名老年人提供免费的 ChatGPT 实操工作坊，帮助其安全掌握实用 AI 技能。
Explore new AI-powered advertising experiences from OpenAI, including Sponsored Agents, tools for marketers, and integrations with HubSpot and Shopify.
中文介绍 OpenAI 推出 AI 驱动的广告新体验，包括 Sponsored Agents、面向营销人员的工具，以及与 HubSpot 和 Shopify 的集成。
The AI boom is becoming a materials challenge. As AI pushes computing into new territory, the materials behind that infrastructure are becoming just as crucial as the algorithms running on it. Semiconductors and data centers are approaching physical limits around performance, thermal management, ele
中文介绍 MIT 科技评论指出，AI 热潮正演变为材料挑战。半导体和数据中心在性能等方面逼近物理极限，支撑算力基础设施的材料与算法同样关键。
Learn how ChatGPT Work and Codex analytics help teams understand AI usage and spend, identify training needs, and connect adoption to business outcomes.
中文介绍 OpenAI 介绍如何借助 ChatGPT Work 和 Codex 的分析功能，帮助团队了解 AI 使用量与支出、识别培训需求，并将采用情况与业务成果挂钩。
congrats to TypeSafe!
中文介绍 Latent Space 报道称，一种名为 Jev 的「系统一模型」只负责决策、分类、路由和评分，速度比小型前沿大模型快逾 100 倍，成本低逾 200 倍。
New OpenAI Economic Research shows how workers use AI beyond traditional roles and which new activities become recurring parts of their work.
中文介绍 OpenAI 经济研究显示，员工使用 AI 的方式已超出传统岗位职责，部分新增活动正成为其工作中反复出现的组成部分。
中文介绍 TLDR AI 当日简讯提及 Jev、Periodic Neon 与 Gemini 3.8 Live 等 AI 动态。
Good Start Labs trained an AI on a railroad game — and one version improved at financial research. The difference was the training design.
中文介绍 Good Start Labs 用铁路游戏训练 AI，其中一个版本在金融研究任务上有所提升。Latent Space 指出，差异来自训练设计，探讨游戏技能能否迁移至实际工作。
Listen to the session or watch below Employees at the world’s leading AI labs are saying there’s a real possibility that advanced AI could destroy humanity. Are they right? Or is this more scaremongering and hype? Watch a conversation unpacking AI extinction fears: where they come from, whether they
中文介绍 MIT 科技评论圆桌讨论先进 AI 是否真会毁灭人类。全球领先 AI 实验室员工称这一可能性真实存在，与会者探讨此类灭绝担忧的依据与争议。
中文介绍 DeepMind 发布 Gemini 3.8 Live 与 3.8 Live Extended Thinking 两款新模型。
中文介绍 Hugging Face 博客发布 IBM Research 文章，探讨 AI 代理在完成任务后能否稳定重复同样表现的一致性问题。
When Jessica Wachter, a finance professor at the University of Pennsylvania’s Wharton School, wanted to assess AI’s impact on the economy over the next few years, she faced a long list of business and technical uncertainties. So she started with what she calls a “remarkable fact” that is not in ques
中文介绍 MIT 科技评论探讨 AI 万亿美元级投资的风险。宾夕法尼亚大学沃顿商学院金融学教授 Jessica Wachter 面对诸多商业与技术不确定性，从她所称的一个「显著事实」入手评估 AI 对经济的影响。
Pacing gathers pace.
中文介绍 Latent Space 报道，面向第三方评估机构的 AEF-1 标准浮现，xAI、OpenAI 和 Anthropic 均参与联署。
美股整体技术面偏中性略弱：SPY 报 754.05，低于 SMA20 764.67 且高于 SMA50 759.19，RSI14 仅 41.8，MACD -0.7363 在信号线 1.2047 之下；QQQ 类似，RSI14 44.1、距 52 周高点 -5.87%。个股分化明显，AAPL 涨 5.41%（5 日）且 MACD 4.63 高于信号 3.09、呈多头排列，META 因 RSI14 72.2 进入超买，而 NVDA、TSLA 出现 MACD 死叉。加密方面，恐慌贪婪指数 51 属中性，总市值 2.60 万亿美元 24 小时跌 2.51%，BTC 主导率 58.4%、ETH 11.2%；BTC 报 75734.77，虽守住 SMA50 71890.96 与 SMA200 70281.42 并现均线金叉，但距 52 周高点仍 -39.99%，ETH、SOL 5 日分别跌 4.71% 与 4.60%。中概全线偏弱，BABA、PDD、JD 均低于各自 SMA20/50/200 并报空头排列，RSI14 分别 33.7、36.7、32.2，0700.HK 亦低于 SMA200 508.88。商品外汇与宏观分化：黄金 4302.6 跌破 SMA20 4502.45 并呈空头排列，WTI 原油 102.01 多头排列且 5 日涨 6.21%，美元兑人民币 6.70 现 RSI 超卖 29.7，10Y 美债收益率 5.01 超买（RSI 74.1）且逼近 52 周高，VIX 升至 17.71（5 日 +7.59%），美元指数 100.34 现 MACD 金叉，整体宏观端呈现利率与美元偏强、风险资产承压的指标组合。
收益率报 5.01，逼近 52 周高点（距高点仅 -0.2%），RSI14 达 74.1 进入超买区，MACD 0.0853 高于信号线 0.0624 且柱状为正，SMA20 4.80、SMA50 4.70、SMA200 4.39 呈多头排列，5 日涨 3.49%，动能指标整体处强势区间。
价格 673.31 高于 SMA20 601.80 约 11.9%，RSI14 高达 72.2 触发超买信号，MACD 21.88 显著高于信号线 11.86，但 52 周高点仍差 14.86%，且价格位于 SMA200 623.86 上方而 SMA20 高于 SMA50，属超买与中期结构并存的震荡状态。
价格 107.27 同时低于 SMA20 115.06、SMA50 117.95 与 SMA200 133.78，RSI14 33.7 偏弱，MACD -3.29 低于信号线 -2.49，空头排列信号明确，距 52 周高点 -44.32%，1 日跌 1.89%，走势结构整体承压。
价格 6.70 低于 SMA20 6.72、SMA50 6.74 与 SMA200 6.85，RSI14 29.7 已入超卖区，MACD -0.0101 略高于信号线 -0.0108 现金叉，同时伴随接近 52 周低点与空头排列信号，属超卖与低位企稳信号交织的偏弱结构。
价格 102.01 高于 SMA20 91.39、SMA50 85.26 与 SMA200 80.26，呈多头排列，5 日涨 6.21%，RSI14 67.7 接近超买阈值，MACD 5.27 高于信号线 3.85 且柱状为正，但 1 日回落 3.61%，短线动量与超买压力并存。
VIX 恐慌指数
10Y 美债收益率 (%)
美元指数 DXY
S&P 500 ETF
Nasdaq 100 ETF
Apple
Microsoft
Nvidia
Alphabet
Tesla
Meta
Bitcoin
Ethereum
Solana
阿里巴巴 (BABA)
拼多多 (PDD)
京东 (JD)
腾讯控股 (0700.HK)
黄金期货
WTI 原油期货
美元 / 人民币
以上内容仅为对公开行情数据计算所得技术指标的客观复述与解读，不构成任何投资建议；过去走势不代表未来表现，指标读数可能随时变化，仅供技术指标解读参考。
Rising temperatures contributed to the disaster by destabilizing the permafrost and ice around the collapsed rock, scientists concluded.
中文摘要 一项报告结论称，人为导致的升温在喜马拉雅地区洪灾中起了「非常强」的作用，气温上升使崩塌岩体周边的永冻土与冰层失稳，从而促成灾情。
Internal reports, including one from the Pentagon’s Defense Intelligence Agency, say China could acquire U.S. jet technology through spying or cooperation with Saudi Arabia.
中文摘要 美国情报内部报告警告，若向沙特出售F-35战机，中国可能通过间谍活动或与沙特的合作获取美国战机技术，其中一份报告来自五角大楼国防情报局。
Boys aged 14 and 16 charged after Marco Tapia, 23, was killed inside his family’s home in Glen Alpine Follow our Australia news live blog for latest updates Get our breaking news email, free app or daily news podcast Two teenage boys have been charged with murder after the shooting death of a univer
中文摘要 澳大利亚悉尼23岁学生Marco Tapia在Glen Alpine家中遭枪击身亡，两名14岁和16岁少年被控谋杀，案件疑为认错人所致。
Follow the day’s news live Get our breaking news email, free app or daily news podcast Barnaby Joyce says Labor is copying and pasting One Nation’s homework because the measures we know so far around blocking the families of international students and preventing visa hopping have some similarity to
中文摘要 澳大利亚政坛围绕移民政策争论：Barnaby Joyce称工党在抄袭一国党主张，指Tony Burke是「自Amelia Earhart以来最大缺席者」；Canavan则为Brethren教会参与选举辩护。
Palestinians in the West Bank navigate Israeli road closures and attacks with help from a local radio station.
中文摘要 约旦河西岸巴勒斯坦人依靠当地一家广播电台获取信息，以应对以色列的道路封锁和定居者袭击。
The rapper also challenged Robert Kraft to match the donation as fallout from his removal from Ed Sheeran’s tour grows.
中文摘要 说唱歌手Macklemore承诺将巡演收入中的100万美元捐给巴勒斯坦团体，并挑战Robert Kraft跟进捐款；此事发生在他被移出Ed Sheeran巡演之后。
Rates were hiked in a unanimous decision despite fierce opposition from President Donald Trump, who had called for a cut.
中文摘要 美国三年来首次加息，决定获一致通过，尽管总统特朗普曾强烈反对并要求降息。
The BBC goes inside a fortified storage facility to view luxury goods seized by police that are now up for auction.
中文摘要 BBC进入新加坡一处戒备森严的仓库，查看警方缴获并正挂牌拍卖的奢侈品，包括手袋、珠宝和手表。
Surging drug use has contributed to an epidemic in the Pacific island nation, where one in 60 adults is estimated to be living with the virus.
中文摘要 斐济因艾滋病病例激增宣布全国紧急状态，毒品使用增加助推疫情，估计每60名成年人中就有1人感染该病毒。
Brighton come from two goals down to win 3-2 at Old Trafford, to shock Manchester United as slow start continues.
中文摘要 曼联在联赛杯中被淘汰，布莱顿在老特拉福德从两球落后逆转，以3比2取胜，曼联赛季开局低迷持续。
The Trump administration plans to deliver 60,000 of the powerful munitions at a time when opposition is growing in Washington to arms sales to Israel.
中文摘要 特朗普政府计划向以色列交付6万枚一吨重炸弹，与此同时华盛顿反对向以色列出售武器的声音正在增加。
The photos, provided by active military personnel, show a severed radar jet, flattened trailers and severely damaged buildings as a result of Iranian strikes.
中文摘要 现役军人提供的泄密照片显示，伊朗袭击造成美国在波斯湾基地严重受损，包括一架雷达机被切断、拖车被夷平以及多座建筑严重损毁。
Rescue workers search for survivors after Gaza building collapse
中文摘要 加沙一栋建筑倒塌后，救援人员在废墟中搜寻幸存者。
As ties with the U.S. fray, Canada and Europe are pulling closer. But defining a new partnership could prove tricky.
中文摘要 随着与美国关系趋紧，加拿大与欧洲正在相互靠拢，但如何界定这一新伙伴关系仍属难题。
Trump says the country has made progress against narcotics since Maduro's removal, may also remove Colombia and Bolivia.
中文摘要 特朗普表示，美国已将委内瑞拉从毒品过境与生产国名单中移除，称该国自马杜罗下台以来在打击毒品方面取得进展，并可能同样移除哥伦比亚和玻利维亚。
Chelsea Football Club owner Clearlake Capital agreed to buy out chairman Todd Boehly and director Mark Walter, bringing an end to a turbulent period among the clubs owners.
中文摘要 切尔西足球俱乐部所有者清湖资本同意收购主席托德·伯利和董事马克·沃尔特所持股份，结束俱乐部股东之间的动荡时期。
Deal to sell 25% of football club helps financiers raise funds as their insurance empires come under scrutiny
中文摘要 沃尔特与伯利以9.5亿英镑向清湖资本出售切尔西足球俱乐部25%股份，此举有助于这两位金融家在其保险帝国受到审查之际筹集资金。
Rates were hiked in a unanimous decision despite fierce opposition from President Donald Trump, who had called for a cut.
中文摘要 美国三年来首次加息，决定获一致通过，尽管总统特朗普曾要求降息并强烈反对此次加息。
Stocks in Asia were poised for losses, tracking a decline on Wall Street after the Federal Reserve raised interest rates for the first time since 2023 and signaled further tightening to curb inflation. The dollar gained the most since June.
中文摘要 美联储自2023年以来首次加息并暗示将进一步收紧以抑制通胀，亚洲股市料下跌，追随美股跌势；美元创6月以来最大涨幅。
Oil extended the biggest drop in more than six weeks on signs of easing Middle East supply disruptions, with a key pipeline being restored.
中文摘要 中东供应中断缓解迹象显现，一条关键输油管道恢复运作，油价延续六周多来最大跌幅。
Holtec Nuclear Corp., a supplier of specialty services to the nuclear power industry, suspended its planned US initial public offering, according to people familiar with the matter.
中文摘要 据知情人士透露，为核电行业提供专业服务的供应商Holtec Nuclear Corp.已暂停其美国首次公开募股计划。
Federal Reserve Chairman Kevin Warsh speaks after the central bank's decision to raise interest rates by 25 basis points. Here are some of the key moments from Warsh's news conference. (Source: Bloomberg)
中文摘要 美联储主席凯文·沃什在央行决定加息25个基点后举行新闻发布会，本文为发布会关键片段集锦。
Manju Boraiah, Senior PM and Head of Systematic Fixed Income at Allspring Global Investment, reacts to Wednesday's Fed rate decision saying fundamentally, 'we needed the hike.' He also discusses how investors can break out from frozen positions, arguing that trillions of dollars of wealth is sitting
中文摘要 Allspring全球投资高级投资组合经理兼系统化固定收益主管Manju Boraiah回应周三美联储利率决定，称从根本上「我们需要这次加息」，并讨论投资者如何打破僵化持仓。
Bess Freedman, CEO of Brown Harris Stevens, discusses a growing divide between affluent buyers and everyone else in the housing market. In response to a comparison with luxury consumer spending, Freedman says high-end real estate can often keep moving even when broader economic pressures, including
中文摘要 Brown Harris Stevens首席执行官Bess Freedman讨论房地产市场富裕买家与其他买家之间日益扩大的分化，并称高端房地产在整体经济放缓时仍常能保持活跃。
Also in today’s newsletter: Hong Kong unveils first five-year plan and Chinese oil prices hit record highs
中文摘要 FirstFT简报：美联储自2023年以来首次加息；此外香港公布首个五年计划，中国油价创历史新高。
The Federal Reserve raised interest rates by a quarter percentage point and plans an additional hike later this year to contain inflation. Jon Ferro, Lisa Abramowicz and Tom Keene host a special edition of "Bloomberg Surveillance" covering the latest news from the Federal Reserve. (Source: Bloomberg
中文摘要 美联储加息25个基点，并计划今年晚些时候再有一次加息以遏制通胀。Jon Ferro、Lisa Abramowicz和Tom Keene主持Bloomberg Surveillance特别节目报道美联储最新动态。
Stephanie Aliaga, Global Market Strategist at JPM Asset Management, reacts to Fed Chair Warsh's remarks after raising interest rates. She argues that while oil prices are a long-term driver of inflation, the AI buildout is also having a significant impact. She argues slowing the AI frontier will hel
中文摘要 摩根资产管理全球市场策略师Stephanie Aliaga回应美联储主席沃什加息后的讲话，认为油价是通胀的长期驱动因素，但AI建设也产生显著影响，并主张放缓相关进程。
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