Haskell · ★ 16,555 · 🍴 957 · 📈 1,607 stars today
SimpleX - the first messaging network operating without user identifiers of any kind - 100% private by design! iOS, Android and desktop apps 📱!
中文介绍 SimpleX 是首个不依赖手机号、用户名等用户标识的隐私优先聊天网络，实现 100% 匿名通信。基于去中心化架构，支持 iOS、Android 和桌面端，适用于对通信隐私有极致要求的用户和社群。
Shell · ★ 118,849 · 🍴 19,466 · 📈 1,425 stars today
A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.
中文介绍 Agency Agents 提供一套由多个 AI 代理组成的团队，每个代理拥有特定专长和个性，可覆盖前端开发、社区运营、内容创意等任务。通过灵活编排实现多智能体协作，适用于自动化营销、内容生成及复杂工作流。
Python · ★ 11,816 · 🍴 1,082 · 📈 352 stars today
NumPy & SciPy for GPU
中文介绍 CuPy 是 NumPy 和 SciPy 的 GPU 加速替代库，提供兼容接口将科学计算自动迁移到 NVIDIA GPU。用于深度学习数据预处理、物理模拟、图像处理等需要大规模并行计算的领域，可显著提升数值计算性能。
Swift · ★ 4,376 · 🍴 274 · 📈 830 stars today
FluidVoice - Fastest macOS Offline Dictation app - Voice to Text fully Local. One ⭐ takes us a long way :))
中文介绍 FluidVoice 是 macOS 平台最快的离线语音转文字应用，所有处理在本地完成，无需联网。支持实时听写，保障隐私安全。适合需要高效、私密语音输入的写作、笔记和代码注释场景。
Python · ★ 34,364 · 🍴 2,597 · 📈 224 stars today
🕵️♂️ Collect a dossier on a person by username from 3000+ sites
中文介绍 Maigret 是一款开源情报工具，输入用户名即可在超过 3000 个社交网站和平台检索关联信息，生成目标档案。适用于 OSINT 调查、网络安全评估、背景核实等场景，无需登录即可采集公开数据。
Python · ★ 62,764 · 🍴 11,111 · 📈 458 stars today
openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system on 300+ supported cars.
中文介绍 openpilot 是开源的机器人操作系统，目前升级超过 300 款汽车的驾驶员辅助系统，实现自适应巡航、车道保持等功能。适用于汽车爱好者和自动驾驶开发者进行车辆智能改装与实验。
HTML · ★ 126,706 · 🍴 13,257 · 📈 1,935 stars today
A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev
中文介绍 free-for-dev 汇总了大量提供免费套餐的 SaaS、PaaS 和 IaaS 服务，涵盖云主机、数据库、CI/CD 等。开发者和 DevOps 可快速找到免费资源，降低项目成本，是组建技术栈的实用参考列表。
TypeScript · ★ 12,649 · 🍴 865 · 📈 158 stars today
🧑🚀 Authentication and authorization infrastructure for SaaS and AI apps, built on OIDC and OAuth 2.1 with multi-tenancy, SSO, and RBAC.
中文介绍 Logto 是面向 SaaS 和 AI 应用的身份认证与授权基础设施，基于 OIDC 和 OAuth 2.1，支持多租户、SSO 和 RBAC。可快速集成安全、可扩展的认证系统，适用于需要用户管理和权限控制的应用。
Python · ★ 6,594 · 🍴 865 · 📈 1,386 stars today
AI 时代的伯克希尔：基于 Claude Code / Codex 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师方法论 + 多Agent并行研究。| AI-era Berkshire: a value investing research framework built for Claude Code / Codex. 4 masters' methodologies + multi-agent adversarial analysis.
中文介绍 AI-Berkshire 是基于 Claude Code/Codex 的价值投资研究框架，整合巴菲特、芒格、段永平、李录四位大师的方法论，通过多 Agent 并行执行研究。适用于投资者进行自动化基本面分析和决策辅助。
Python · ★ 11,925 · 🍴 1,570 · 📈 967 stars today
Edit videos with coding agents
中文介绍 video-use 允许通过编码代理（如 AI 编程助手）以编程方式编辑视频，提供脚本化接口实现剪辑、特效添加等操作。适合自动化视频制作、批量处理以及将视频编辑集成到工作流中的开发者。
Python · ★ 1,124 · 🍴 171 · 📈 129 stars today
基于 AI Agent + MCP 工具链 + 渗透 Skill 编排， 配合大语言模型， 自然语言输入 → 自动完成「信息收集 → 漏洞发现 → 漏洞利用 → 报告生成」全流程。
中文介绍 VulnClaw 是基于 AI Agent 和 MCP 工具链的自动化渗透测试框架，用户通过自然语言描述目标即可自动完成信息收集、漏洞发现、利用和报告生成。适用于安全研究人员和渗透测试工程师快速评估系统安全性。
Shell · ★ 1,879 · 🍴 201 · 📈 331 stars today
18 AI personas deliberate your hardest decisions across multiple LLM providers. Aristotle, Feynman, Kahneman, Torvalds & more — structured multi-round deliberation with genuine model diversity. One command: /council
中文介绍 Council of High Intelligence 模拟 18 位不同领域智者（如亚里士多德、费曼等），通过结构化多轮讨论帮助用户做出复杂决策。支持多 LLM 提供商，实现模型多样性。适用于商业决策、伦理困境等需要多角度思考的场景。
Python · ★ 15,079 · 🍴 2,686 · 📈 839 stars today
"Vibe-Trading: Your Personal Trading Agent"
中文介绍 Vibe-Trading 是一个个性化交易代理，可能结合市场情绪分析，辅助用户进行股票或加密货币交易。支持策略配置与回测，适合量化交易爱好者进行决策辅助和自动化交易实验。
TypeScript · ★ 17,504 · 🍴 1,205 · 📈 280 stars today
Desktop app to manage markdown knowledge bases
中文介绍 Tolaria 是一款桌面应用，用于管理和维护 Markdown 格式的知识库。提供文件夹浏览、搜索、编辑等功能，适合笔记爱好者、知识管理者和开发人员构建个人或团队 Wiki。
C · ★ 10,471 · 🍴 1,231 · 📈 186 stars today
Disk encryption with strong security based on TrueCrypt
中文介绍 VeraCrypt 是 TrueCrypt 的继承者，提供强安全性的磁盘加密功能，支持全盘加密、隐藏卷等。适用于个人和企业保护敏感数据，防止未授权访问，是系统级加密的可靠选择。
👍 57
Modern Vision-Language-Action (VLA) models often fail to generalize to novel setups, such as altered camera viewpoints or robot morphologies, because they are typically conditioned only on current observations and language instructions. By ignoring the underlying system configuration as a variable,
中文介绍 提出上下文世界建模（In-Context World Modeling）方法，让VLA模型在推理时通过上下文学习适应新相机视角、机器人形态等系统配置变量，无需额外训练，显著提升泛化能力。
👍 49
Outcome-based reinforcement learning provides a stable optimization backbone for language agents, but its sparse trajectory-level rewards provide little guidance on which intermediate decisions should be reinforced or suppressed. On-policy self-distillation offers dense token-level supervision, yet
中文介绍 提出OPID（On-Policy Skill Distillation）框架，结合结果导向RL的稳定性和on-policy自蒸馏的密集监督，为语言智能体提供token级奖励信号，缓解稀疏奖励难题。
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A classical intuition holds that verifying a solution is easier than producing one. For today's coding agents, this intuition is being inverted: as foundation models develop stronger reasoning capabilities and engineering harnesses grow more sophisticated, generating complex candidate solutions is n
中文介绍 发现coding agent中“验证比产生容易”的传统直觉不再成立，生成解越来越强而验证成为瓶颈，提出验证地平线概念，揭示当前奖励设计的根本局限。
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A unified representation for text and vision is a natural pursuit, as it enables simpler multimodal modeling and more efficient training. However, representing images as discrete signals in the same way as text inevitably introduces severe information loss. Existing work struggles to balance low-lev
中文介绍 ViQ：一种文本对齐的可视量化表示方法，支持任意分辨率输入。通过离散量化与文本空间对齐，同时保留视觉细节，在理解与生成任务中取得更好平衡。
👍 36
We introduce an axiomatic evaluation framework for latent thought representations in LLMs, comprising metrics that are independent of downstream benchmark scores and reveal representational failures that benchmark accuracy masks. Existing evaluations conflate representation quality with model capaci
中文介绍 提出LLM潜在思维表示的公理化评估框架，包含四条独立于下游基准的度量，可揭示掩藏在准确率背后的表示缺陷，为思维表示研究提供理论工具。
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Speculative decoding (SD) accelerates autoregressive Large Language Models (LLMs) by drafting multiple tokens and verifying them in parallel, but it faces a scaling limitation: increasing the draft budget improves speed only when acceptance remains high and drafting overhead stays low. This ceiling
中文介绍 JetSpec：通过并行树草稿（Parallel Tree Drafting）打破投机解码的扩展天花板，显著提升大语言模型在增加草稿预算时的加速比，降低起草开销。
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Computer-use agents can execute software tasks through either graphical interfaces or programmatic command interfaces, but existing evaluations confound interaction modality with differences in tasks, initial states, verifiers, and permitted actions. We introduce a matched execution-layer benchmark
中文介绍 构建匹配执行层基准，解耦GUI与CLI交互模态，系统比较屏幕操作与程序化指令两种计算机使用智能体的执行瓶颈，发现不同任务下各有优劣。
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We present Qwen-Image-2.0-RL, a post-training pipeline that applies reinforcement learning from human feedback (RLHF) and on-policy distillation (OPD) to improve both the visual quality and instruction-following capability of the Qwen-Image-2.0 diffusion model. To provide reliable reward signals, we
中文介绍 Qwen-Image-2.0-RL：在扩散模型上应用RLHF和On-Policy蒸馏（OPD）进行后训练，结合可靠奖励信号，有效提升图像生成质量与指令跟随能力。
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Joint-Embedding Predictive Architectures (JEPAs), including recent LeWorldModel (LeWM), have become a promising foundation for reconstruction-free visual world models. For visual planning, however, LeWM evaluates candidate action sequences by repeatedly applying a local one-step latent transition mo
中文介绍 Fast LeWorldModel：改进LeWorldModel的全局潜在过渡模型，实现多步并行预测和快速规划，在视觉规划任务上显著提速，同时保持世界模型重建精度。
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As agentic systems continue to evolve and are widely deployed in real-world scenarios, there is a growing demand to faithfully evaluate their capabilities. However, current benchmarks are typically built on popular applications with relatively simple tasks and focus on a narrow set of capabilities w
中文介绍 提出Gauntlet评估套件，覆盖远超现有基准的多样化环境和复杂任务，重新评估智能体在真实场景中的能力，揭示模型在熟悉环境外的显著性能下降。
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Tool use enables large language models (LLMs) to perform complex tasks, and recent agentic reinforcement learning (RL) methods show promise for enhancing model capabilities. However, RL alone often leads to instability or limited gains in tool-use tasks. In our experiments, some models exhibit catas
中文介绍 分析多步骤工具使用RL训练中常见的不稳定和崩溃现象，诊断原因为奖励稀疏性和探索不足，并证明引入监督信号（如工具返回结果）能有效稳定训练。
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The prevalent dual-branch paradigm, i.e., training a side network to encode visual conditions and fusing its intermediate-layer features to a frozen pretrained main network, has shown remarkable success in visual-condition controllable generation. Despite its widespread adoption, the role of the sid
中文介绍 LISA：通过似然分数对齐（Likelihood Score Alignment）训练侧网络与主模型，提升双分支可控生成中视觉条件特征的利用效率，无需额外假设。
👍 11
Vision-language models (VLMs) are increasingly deployed in consumer, medical, financial, and enterprise applications. This broad deployment expands the safety surface: risks can arise from multimodal question answering, assistant responses, and cross-modal composition, while moderation policies may
中文介绍 SingGuard：策略自适应的多模态LLM护栏，具备动态推理能力，可识别跨模态组合风险，并根据不同应用政策灵活调整审查标准。
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Reasoning capability has advanced rapidly in large language models (LLMs), leading to an increasing size of key-value (KV) cache in both prefilling and decoding stages. Existing KV cache compression methods mainly rely on attention weights to estimate token importance. While attention effectively ca
中文介绍 提出信息感知的KV缓存压缩方法，超越仅依赖注意力权重的传统方式，利用信息度量识别关键token，在长推理任务中高效压缩缓存而保持生成质量。
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Text detoxification, the automated detection and mitigation of abusive and harmful content, is essential for ensuring the safety of online communities and protecting users. However, low resource languages such as Tatar have received little research attention. In this paper we present Tatoxa, a novel
中文介绍 Tatoxa：针对低资源鞑靼语的文本去毒系统，结合数据增强与多语言模型微调，在检测和转化毒性内容上达到与高资源语言接近的性能。
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Process reward models enable fine-grained, step-level evaluation of LLMs, yet building them for agentic settings remains prohibitively difficult: long-horizon interactions, irreversible actions, and stochastic environment feedback make both human annotation and Monte Carlo estimation infeasible at s
中文介绍 提出Progress Advantage方法，利用过程监督信号作为免费后训练信号，为LLM智能体提供细粒度进度奖励，缓解长程任务中人工标注和MC估算困难。
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As LLM agents become capable of increasingly long-horizon tasks, evaluating their performance in economic systems is becoming increasingly important. Unlike existing benchmarks that primarily evaluate a single agent interacting with a passive environment, economic systems are inherently multi-agent,
中文介绍 CoffeeBench：面向异构多智能体经济系统的长视界LLM智能体评估基准，模拟复杂协作与竞争场景，全面评估策略规划与资源管理能力。
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Video reasoning language models implicitly assume that every input frame is equally reliable. This leads to what we term the Blind Trust Problem: under realistic perturbations such as motion blur, glare, or occlusion, frontier video reasoning models can suffer 15-30%p accuracy drops on real-world em
中文介绍 提出置信度感知工具编排框架，视频推理模型根据帧间不确定性动态选择工具或模态，在运动模糊等现实扰动下将准确率从70-85%提升至90%以上。
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Multi-agent systems (MAS) built on large language models (LLMs) provide a promising framework for solving complex tasks through role specialization and structured interaction. However, their performance is often limited by miscoordination and, more fundamentally, the lack of fine-grained credit assi
中文介绍 GBC：基于梯度连接的多智能体系统优化方法，为LLM智能体提供细粒度信用分配，通过计算贡献梯度直接优化交互策略，减少协调失误。
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Modern generative world models render increasingly realistic action-controllable futures, yet they frequently hallucinate: rollouts remain visually fluent while drifting from the ground-truth dynamics. We hypothesize that hallucination concentrates in low-coverage regions of the state-action space,
中文介绍 证明生成式世界模型中的幻觉集中在状态-动作空间的低覆盖区域，并提出通过不确定性估计检测和基于重加权训练的预防方法，有效减少不真实滚动。
@sairahul1 · 121.4K 粉丝 · 876.6K 阅 · 547 赞 · 83 转
Emails. Formatting. Compiling reports. Preparing decks. Organizing files. Researching. Marketing. Writing. SEO. The average knowledge worker spends 60% of their day on above work that doesn't require
中文介绍 使用 Claude Cowork 自动化邮件、报告、研究等非核心工作，知识工作者可节省 60% 时间，专注高价值任务，实现一人公司运营。教程级分享。
@crux_capital_ · 52.8K 粉丝 · 217.5K 阅 · 503 赞 · 56 转
This is the most in depth report I have ever written, on a very exciting company. If you read this article you will have a much deeper understanding of what Ouster does, how it plays into Physical AI,
中文介绍 深度报告解读 Ouster 在 Physical AI 领域的布局，涵盖技术细节、市场前景及投资逻辑，是其最详尽的个股分析文章。
@OracleLimited · 37.6K 粉丝 · 202.9K 阅 · 2.8K 赞 · 562 转
In 2026, autonomous AI agents have become one of the most effective strategies on prediction markets. Over 30% of all activity on Polymarket now comes from algorithmic and AI-powered wallets. We
中文介绍 ORACLE 推出官方 AI 代理，在 Polymarket 上自动交易。自主 AI 代理已占平台 30% 以上交易量，成为预测市场最有效策略。
@OracleAiTrading · 34.1K 粉丝 · 176.1K 阅 · 2.7K 赞 · 567 转
In 2026, autonomous AI agents have become one of the most effective strategies on prediction markets. Over 30% of all activity on Polymarket now comes from algorithmic and AI-powered wallets. We
中文介绍 ORACLE 官方 AI 代理登陆 Polymarket，自主 AI 代理贡献超 30% 交易量，被认为是 2026 年预测市场的最优策略之一。
@monokern · 1.9K 粉丝 · 175.8K 阅 · 546 赞 · 49 转
Agencies charge $5,000 for a portfolio site that looks this good I built mine in 2 hours. Here's exactly how This is the real walkthrough - not a generic template guide I'm using my own portfolio as
中文介绍 用 Claude Code 2 小时搭建价值 1 万美元级别的个人网站，包含动画效果，替代代理商收取的高额费用。附完整实操演示。
@Oracle__Market · 5.9K 粉丝 · 100.0K 阅 · 2.1K 赞 · 823 转
In 2026, autonomous AI agents have become one of the most effective strategies on prediction markets. Over 30% of all activity on Polymarket now comes from algorithmic and AI-powered wallets. We
中文介绍 ORACLE 官方 AI 代理在 Polymarket 上交易，自主 AI 代理占据平台超 30% 活动，成为预测市场的核心力量。
@Oracle_Market__ · 25.1K 粉丝 · 99.3K 阅 · 2.8K 赞 · 224 转
In 2026, autonomous AI agents have become one of the most effective strategies on prediction markets. Over 30% of all activity on Polymarket now comes from algorithmic and AI-powered wallets. We
中文介绍 ORACLE 推出官方 AI 代理，在 Polymarket 上捕捉交易机会，自主 AI 代理已占平台 30% 以上交易量，效率显著。
@cyrilXBT · 186.6K 粉丝 · 77.2K 阅 · 510 赞 · 93 转
There is a specific moment that tells you whether someone is running a real one person company or just using a lot of apps. It is the moment they get asked a question about their own business and they
中文介绍 整合 Hermes、Obsidian 与 Claude Code，打造一人公司的全栈系统，从知识管理到自动化执行，无需多应用拼凑。
@RhysSullivan · 57.4K 粉丝 · 48.9K 阅 · 501 赞 · 23 转
i want to use the skills, knowledge, and apis your company has spent years developing, not your custom agent almost every company by this point has shipped an agent there's a cloudflare agent in their
中文介绍 指出不想使用公司自定义 agent，而是希望直接调用公司积累的 API、技能和知识，批评 agent 过度封装。
@_avichawla · 71.1K 粉丝 · 39.8K 阅 · 501 赞 · 67 转
Every generate() call to an LLM runs two distinct computational phases on the same GPU: prefill (processing the prompt) is compute-bound while decode (generating tokens one at a time) is memory-bound.
中文介绍 清晰解释 LLM 推理的两阶段：prefill 处理 prompt（计算密集型），decode 逐个生成 token（内存密集型），帮助理解 GPU 性能差异。
@akshay_pachaar · 279.5K 粉丝 · 35.5K 阅 · 505 赞 · 54 转
Build by Google, explained as a step-by-step guide. Karpathy defined agentic engineering at Sequoia Ascent 2026 as the discipline that separates production-grade agent work from vibe coding. The core
中文介绍 Google 新工具支持 Karpathy 定义的代理工程，将正式开发与“vibe coding”区分，提升生产级 agent 的构建效率。附逐步指南。
@unicity_labs · 126.3K 粉丝 · 5.2K 阅 · 531 赞 · 200 转
Unicity is building The Secure Compute Platform for Autonomous AI. Identity, execution, governance, and payments - rebuilt for machines, with no human in the loop. The internet is being rebuilt for
中文介绍 Unicity 构建面向自主 AI 的安全计算平台，重新定义身份、执行、治理与支付，实现无人类参与的机器经济。
中文介绍 AI研究机构Allen AI发布DiSCOFormer，一种跨分布统一处理密度与分数的Transformer模型。
This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. Imagine coming in to work to learn that a new underling will report to you. The worker is not a person but an AI tool—one that your company nonetheless calls Alex
中文介绍 MIT Tech Review文章指出，AI代理不应被视为同事，而是工具，企业需重新定位其角色。
Enterprise investment in AI is booming. Gartner is calling 2026 an “inflection year” for organizations to align their AI projects with strategic business objectives. As the pressure to prove ROI mounts, executives and technology leaders are looking to agentic AI to drive the measurable financial out
中文介绍 Gartner称2026年为智能体AI战略对齐的拐点年，企业投资激增，高管寻求可证明ROI的智能体方案。
A new OpenAI report maps how AI could reshape jobs across the EU, highlighting which occupations may face automation, growth, or workflow changes.
中文介绍 OpenAI发布报告，描绘AI对欧盟就业的影响，指出哪些职业面临自动化、增长或工作流程变化。
中文介绍 当日AI要闻：OpenAI预览GPT-5.6；xAI发布Grok 4.5测试版；Google限制Meta。
HP Inc. scales its OpenAI Frontier partnership to deploy AI across customer experiences, software development, and enterprise operations.
中文介绍 惠普与OpenAI扩大Frontier战略合作，将AI部署到客户体验、软件开发及企业运营中。
Oddly tiered releases to both OAI and ANT on the same day.
中文介绍 OpenAI发布GPT-5.6三个变体Sol、Terra、Luna，仅限受信任合作伙伴访问，同日分层推出。
OpenAI previews GPT-5.6 Sol, a next-generation model with stronger capabilities in coding, science, and cybersecurity, paired with its most advanced safety stack.
中文介绍 OpenAI预览GPT-5.6 Sol，该模型在编码、科学和网络安全方面能力更强，并配备最先进安全堆栈。
**OpenAI** previewed **GPT-5.6** with three variants: **Sol** (flagship), **Terra** (mid-tier), and **Luna** (lower-cost), launching under a restricted rollout mandated by the U.S. government, limiting access to trusted partners. **Sol** boasts enhanced cybersecurity and safety features backed by ov
中文介绍 OpenAI预览GPT-5.6三个变体：Sol旗舰、Terra中等、Luna低成本，受美国政府限制仅向受信任合作伙伴开放，Sol增强网络安全。
It's happening.
中文介绍 OpenAI报告，自2025年11月以来，内部Codex输出Token中位数增长：研究56倍、客户支持32倍、工程27倍、法律13倍。
中文介绍 Hugging Face推出新功能，可通过一行命令在HF Jobs上运行vLLM服务器。
中文介绍 当日AI要闻：美国与OpenAI法律对决；AI经济状况分析；规模法则新进展。
Artificial intelligence is rapidly reshaping retail, but not in the ways consumers might immediately notice. The biggest transformation may not be flashy virtual try-ons or chatbot shopping assistants, but in how decisions are made behind the scenes: how products surface in search results, how inven
中文介绍 AI正重塑零售业，变革主要在后台决策（如搜索排名、库存管理），而非前台的虚拟试穿等面向消费者的功能。
**Z.ai's GLM-5.2** leads in coding and agent benchmarks with top scores like **1595** on Code Arena: Frontend and **34.29%** reasoning accuracy with zero failures. Databricks improved GLM-5.2 speed to **392 tok/s** using hardware and optimizations. **Ornith-1.0**, a new MIT-licensed coding model fam
中文介绍 Z.ai的GLM-5.2在编码和智能体基准测试领先，Code Arena得分1595，推理准确率34.29%；Databricks优化后速度达392 tok/s；Ornith-1.0发布。
Move over, Harness Engineering, it is time for the harness of harnesses!
中文介绍 Meta推出名为Harness的新框架，旨在超越现有工程工具，成为“工具的框架”。
当前市场技术面呈显著分化：美股标普500与纳斯达克指数维持多头排列形态，SPY/QQQ价格站稳SMA50上方且RSI位于50中性区域，但部分科技权重股如MSFT、META已转为空头排列，拖累整体动能。加密市场在恐慌贪婪指数仅15（极度恐慌）背景下全面承压，BTC-USD、ETH-USD均处于空头排列且RSI低于40，总市值2.17T下行1.16%，BTC主导率55.6%反映避险倾向。中概股技术面普遍恶化，BABA、JD等RSI进入超卖区（18.5、26.2）且价格远低于各均线。商品外汇方面，黄金期货GC=F连续下挫5日跌3.89%并跌破SMA200，原油CL=F因RSI 29.5接近超卖区域，而美元指数DXY偏强（RSI 66.9）维持多头排列。
当前价格741处于SMA20（742.83）下方但仍在SMA50（735.14）和SMA200（690.98）上方，维持多头排列形态；RSI 51.5中性偏高，MACD 0.0638略高于信号线，近1日上涨1.65%，技术面整体偏强，但需留意距52周高仅差2.55%。
价格411.84略高于SMA20（400.36）和SMA50（405.22），但低于SMA200（418.28）；RSI 54中性，MACD -5.79低于信号线-4.66呈绿柱收敛，近1日大涨8.46%但趋势指标未确认突破，技术信号多空交织，暂呈横盘震荡格局。
当前价格95.51远低于各短期均线（SMA20 112.1、SMA50 125.43），空头排列明显；RSI仅18.5进入严重超卖区域，MACD -8.71连续绿柱放量，近5日跌幅达9.01%，技术指标显示空头动能主导，虽有超卖反弹可能但趋势仍偏弱。
价格70.31跌穿SMA20（82.38）与SMA50（91.5）且低于SMA200（73.93），均线空头排列；RSI 29.5进入超卖区域，MACD -6.58持续下行，近5日跌幅6.03%加速下跌，技术面承压显著，但超卖可能触发短期修复。
价格60124.54远低于所有均线（SMA20 62792、SMA50 68963、SMA200 75513），空头排列；RSI 33.9逼近超卖，MACD -2307.48虽与信号线差距极小形成潜在金叉，但整体趋势仍疲弱，近1日微涨0.99%未能扭转颓势，加密市场极度恐慌背景下空头主导。
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
过去走势不代表未来表现，本报告仅基于公开行情数据的技术指标解读，不构成投资建议。读者应独立评估风险，谨慎决策。仅供技术指标解读参考。
After President Trump said U.S.-Iran talks would take place in the Qatari capital on Tuesday, an Iranian official said its delegation would only be talking to mediators about getting the U.S. to uphold its cease-fire commitments.
中文摘要 伊朗表示其代表团将前往多哈，但并非与美国直接会谈，而是与调解人讨论要求美国履行停火承诺。此前特朗普称美伊会谈将于周二在卡塔尔首都举行。
McIntosh doubles down on call for Liberal ‘rebrand’. Follow today’s news live Get our breaking news email, free app or daily news podcast Chalmers defends house price forecasts The government has been facing some heat over the cooling house market around Australia with falling auction clearance rate
中文摘要 澳大利亚政治动态：杰弗里·沃森批评因腐败暂停维多利亚州大型建设项目是“愚蠢”决定。麦金托什坚持呼吁自由党“品牌重塑”。政府因房价下跌面临压力。
中文摘要 最新消息更新，暂无具体细节。
Two people were killed and several others were injured after an Israeli strike hit the Mawasi area of Khan Younis, Gaza.
中文摘要 以色列空袭加沙汗尤尼斯马瓦西地区人道主义区，造成两人死亡、多人受伤，帐篷被点燃。
The authorities said a 45-year-old man opened fire at a youth facility after a quarrel about the custody of his baby daughter. The dead were all facility employees.
中文摘要 德国施塔德市发生罕见枪击案，一名45岁男子因争夺女儿监护权在青年设施内开枪，造成6名员工死亡。
More than 100 people removed on ICE flight were being held in hotel in La Guaira when earthquakes struck More than 100 people just deported from the United States were being held in a hotel when earthquakes struck Venezuela, setting off a scramble to find survivors and bodies buried in the rubble, a
中文摘要 委内瑞拉拉瓜伊拉一家酒店在地震中倒塌，超过100名刚从美国被驱逐出境、被安置在该酒店的人员失踪，救援工作仍在进行。
Andy Burnham, who looks set to become prime minister next month, said he would set up a new operation in Manchester called “No. 10 North” to give more funding and control to local leaders.
中文摘要 有望成为英国下任首相的安迪·伯纳姆承诺将权力从伦敦转移，计划在曼彻斯特设立“北方唐宁街10号”，增加对地方领导人的资金和权力下放。
In Celaya, Mexico, local cartels have turned soccer fields into bloody battlefields as they have co-opted a local league for teenagers as their latest business endeavor.
中文摘要 墨西哥塞拉亚，当地贩毒集团将青少年足球联赛纳入其犯罪活动，球场变成血腥战场。
Two people said to be in critical condition after CCTV shows man dropping backpack at residential building lobby An explosion in Monaco has triggered a police hunt for a man suspected of detonating a makeshift bomb that injured three people. The blast occurred on Monday evening in the semi-enclave f
中文摘要 摩纳哥一住宅楼大厅发生爆炸，监控显示一名男子放下背包后引爆简易炸弹，造成三人受伤，其中两人情况危急，警方正在搜捕嫌疑人。
Kerr signs with the NWSL champions until 2030, returning to the US league after six years spent with Chelsea in England.
中文摘要 澳大利亚足球明星萨姆·克尔离开切尔西后，与美国女足联赛冠军哥谭FC签约至2030年，时隔六年重返美国联赛。
A pilot in the Afghan Air Force, he was recruited for the Soviet space program. His 1988 flight took place as the Soviets were fighting a war in his country.
中文摘要 阿富汗唯一进入太空的宇航员阿卜杜勒·阿哈德·莫曼德去世。他曾是阿富汗空军飞行员，1988年作为苏联太空计划成员执行飞行任务。
The death toll has risen to over 1,700, which is likely an undercount.
中文摘要 委内瑞拉地震死亡人数已超1700人，可能还有更多未统计，救援工作愈发紧迫。
A heat wave responsible for shattering numerous temperature records in Western Europe continued its shift east.
中文摘要 欧洲热浪持续东移，已打破西欧多项高温纪录，东欧地区发布预警并建议防暑措施。
Keiko Fujimori, a daughter of the former strongman Alberto Fujimori, returns her family’s movement to power, but with a narrow victory in a divided country.
中文摘要 秘鲁总统选举中，前强人阿尔韦托·藤森之女藤森庆子以微弱优势胜出，使右翼在拉美再获胜利，但国家仍处于分裂状态。
The US top diplomat commends Libyan leaders' efforts to 'overcome divisions' after talks with LNA's Saddam Haftar.
中文摘要 美国最高外交官马可·鲁比奥与利比亚国民军指挥官萨达姆·哈夫塔尔会面，称赞利比亚领导人克服分歧的努力，推动解决利比亚危机。
Three in five homes listed for sale since January remain on the market, says property portal Zoopla.
中文摘要 房产门户Zoopla数据显示，自1月以来挂牌出售的房屋中，有五分之三仍未售出，高抵押贷款利率令买家望而却步。
The Fire (Financially Independent, Retire Early) movement sees followers save as much as possible.
中文摘要 FIRE运动倡导者通过最大限度储蓄，如连续十年每天自带午餐，在40岁实现退休。
After a banner year for Chinese stocks on the back of AI advances, 2026 is not going well.
中文摘要 在AI推动中国股市取得佳绩后，2026年中国股市表现落后，幅度为2001年以来最大。
The Taiwan dollar, which is on track for its first quarterly gain in a year, may face renewed pressure as the US currency strengthens and local companies boost dividend payouts to a record.
中文摘要 新台币本季度有望录得一年来首次上涨，但美元走强及本地企业派息创纪录，可能使其面临重新贬值压力。
The International Monetary Fund and Egypt reached a preliminary deal on the country’s latest program review, putting Cairo on track to unlock more than $1.6 billion in financing.
中文摘要 国际货币基金组织与埃及就最新计划评估达成初步协议，埃及有望获得超过16亿美元融资。
Brazilian sugar and fuels company Raizen SA reported a cash burn of 3.4 billion reais ($657 million) for the first three months of 2026 and roughly doubled its impairment charge for the crop year, signaling continued challenges as it proceeds with its debt restructuring plan.
中文摘要 巴西糖与燃料公司Raizen SA公布2026年前三个月现金消耗34亿雷亚尔（6.57亿美元），并几乎将年度减值费用翻倍，债务重组计划面临持续挑战。
Asian equities rose, leaving the regional benchmark on track for its best quarterly gain in 17 years as technology stocks rallied. The yen weakened to a four-decade low against the dollar.
中文摘要 亚洲股市上涨，科技股反弹使区域基准指数有望创17年来最佳季度涨幅。日元兑美元跌至40年低点。
Forgent Power Solutions Inc. and its private equity backer Neos Partners LP are offering to sell about 35 million shares, marking the third stock sale since the power distribution equipment maker went public in February.
中文摘要 电力分配设备制造商Forgent Power Solutions及其私募支持者Neos Partners计划出售约3500万股，这是自2月IPO以来的第三次股票出售。
Oil held an advance before expected US-Iran talks in Doha, as conflicting signals from Washington and Tehran cast doubt over the next phase of negotiations to end the four-month war.
中文摘要 在美伊多哈会谈前，油价维持涨势。华盛顿与德黑兰释放矛盾信号，使结束四个月冲突的下一阶段谈判前景存疑。
David Rodolitz, Founder and CEO of VCR Group, joined the live broadcast to discuss the recent celebration held by the New York Knicks at the Flyfish Club following their NBA Finals victory. As the owner of the Flyfish Club, Rodolitz shared insights on the significance of hosting such a high-profile
中文摘要 VCR Group创始人兼CEO David Rodolitz谈纽约尼克斯队在Flyfish Club的NBA总决赛夺冠庆祝活动，作为俱乐部所有者，他分享了主办此类活动的意义。
Bridge Football Group has bought Grasshopper Club Zurich, one of Switzerland’s most storied football teams.
中文摘要 Bridge Football Group收购了瑞士最负盛名的足球队之一——苏黎世草蜢俱乐部。
Long-delayed blueprint is unlikely to end military figures’ calls for more funding
中文摘要 英国首相基尔·斯塔默将公布国防计划，投入50亿英镑用于无人机，但这份久拖未决的蓝图可能仍无法平息军方对更多资金的要求。
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今才发现从 3.7 开始就有一个 local mode 只不过一直都是 false 10 个帖子 - 9 位参与者 阅读完整话题
老资历你什么时候能站起来啊 33 个帖子 - 33 位参与者 阅读完整话题
以下内容纯手打，AI产出内容已用截图输出 [!info] 轮到我当程序员了 说良心话，学校教科书里教的那套东西 《PowerPoint xxxx》、《C语言程序设计》，用的还是特别古早的教材，还有些偏门的已经记不起来名字，只记得当年看了想笑。 反正那会儿我对找工作，心里一点底都没有。万幸的是，有家公司租了我们学校的办公楼，搞了个校企合作，完美改变了我毕业后进厂打螺丝的生命轨迹。 [!question] 最初的梦想竟然是？ 为什么选程序员？ 我要做一个，震惊寝室的，瑟瑟聚合功能！ [!tip] 人与人的参差 也是在学的过程中，第一次体会到了什么叫人的参差。同一段代码，A同学过目不忘，还能举一反三
网易云 AI 音乐人入驻教程 1. 注册网易云音乐账号 先注册或登录一个网易云音乐账号，绑定手机号，完善头像、昵称和个人资料。昵称建议像正式音乐人名称，不要太随意，后面认证和作品展示都会用到。 2. 进入音乐人认证页面 打开网易云音乐网页端或 App，搜索“网易云音乐人”“音乐人认证”或“创作者中心”，进入音乐人入驻页面。 选择个人音乐人入驻，然后按页面提示开始认证。 3. 完成实名认证 按照要求填写真实姓名、身份证信息，并完成人脸验证。实名认证通过后，才能继续提交音乐人相关资料。 4. 先用 AI 生成一首 BGM / demo 第一首不用做得太复杂，主要用于提交 AI 音乐人认证。可以让
注意！！！不保证任何可用性，大家谨慎入手！！！注意 公益站主链：https://ai.52ccl.cn/ https://cf.52ccl.cn/ 友情提示：很多L友用主线路，导致有波动，建议可换腾讯云线路，或联通可用新加坡线路，自行轮换测试 模型：grok系列/ gpt和grok生图/ ds4pro等国模/ 少量天价gpt5.5/ claude opus4.8/等（建议生图用） 兑换：5LDC/50刀（100份）[不保证可用性，介意勿领] cdk.linux.do LINUX DO CDK Linux Do 社区 CDK 快速分享平台 - 让分享变得更简单 26 个帖子 - 26 位参与者
年会老板喊了二十分钟拥抱 AI，喊完我问能报吗，没预算，能走采购吗，没先例。 55 个帖子 - 50 位参与者 阅读完整话题
潜水社恐鼠第一次发帖，连@都研究了半天~ 还是要专门发个中奖感谢信，首先感谢L站提供这么好的平台，真的学到很多知识，现在每天空的时间都泡在L站，游戏也不玩了，觉也不睡了，深怕落后了:) 说岔了，扯远了~ 我啊从小到大连“再来一瓶”都没中过的非洲咸鱼真的一脸懵逼，第一时间农总私信我要收货地址，我都感觉是在做梦，总之非常非常非常幸运抽中农总 @Zeus 的超级大奖！ 顺带安利下佬的PackyAPI中转站：https://www.packyapi.com 稳定靠谱！ 再次由衷感谢 @Zeus 的超级福利，祝大佬越来越好。也祝各位佬友们一切顺利 回馈佬友 火山coding plan pro Anthr
惯例，先感谢羊毛提供佬:@yue357224084 白嫖京东 50W积分，可用GLM5.2 国产替代 https://joyagent.jd.com/ 2、618大促活动页-京东云 活动页面顶部点<< JoyAgent Hub Token积分包/ JoyCode - 代码洪流 一念生成 后边的抢购/查看，注意不用付款购买。 再点活动页下边的轻量云主机随便点几个抢购，注意不要付款购买。** 京东云可能会提示让实名什么的，可以不用理会，… https://www.jdcloud.com/cn/pages/cloudpromotion 点免费体验，会下载，直接取消，访问https://joyagen
省流： joy code送的50W积分 具体的方法刚刚看到这个佬友的分享 白嫖京东 50W积分，可用GLM5.2 国产替代 https://joyagent.jd.com/ 2、https://www.jdcloud.com/cn/pages/cloudpromotion 活动页面顶部点<< JoyAgent Hub Token积分包 后边的抢购，注意不用付款购买。 再点活动页下边的轻量云主机随便点几个抢购，注意不要付款购买。 京东云可能会提示让实名什么的，可以不用理会，我自己的账… 1.登录https://joyagent.jd.com/ 正常新用户登录即可 2.进入这个网页 https:/
企业Agent落地案例讲解—供应链领域 今天分享的这个主题，可落地性比较强，技术难题也不算大，如果开发得好的话是可以直接复用的。不过这个要想推进，是比较考验boss的一个决心，我等下把问题敲下来就知道为啥了。并且AI只能是辅助，最终还是需要人工干预。 供应链领域多Agent协作的一个工作流 先说业务场景吧 1.痛点： 1.1供应商出货订单跟进，顾名思义，以小米来举例，公司的业务是采购不同工厂的订单，A供应商主要供应插盘，B供应商主要供应吹风机，不同供应商会供应不同的产品，过去的业务模式是有一个订单跟进的专岗，去每天结合采购下单系统当中的数据，去导出数据，Excel处理后依次在不同的微信，钉钉，