JavaScript · ★ 29,910 · 🍴 6,022 · 📈 2,265 stars today
A spy satellite simulator in your browser, except the data is real. Live open source spatial intelligence on a photorealistic 3D globe.
中文介绍 基于真实开源地理空间数据的浏览器端间谍卫星模拟器，以照片级3D地球呈现实时观测画面。适合天文爱好者、地理可视化和遥感教学场景，支持交互式浏览全球影像。
TypeScript · ★ 1,809 · 🍴 552 · 📈 504 stars today
Open-source AI sales OS — self-hosted CRM with native AI agents + WhatsApp (WAHA). Open alternative to Kommo, Octadesk & Intercom for any business that sells by chat. MCP-ready, multi-tenant, LGPD.
中文介绍 自托管的开源AI销售操作系统，集成原生AI Agent与WhatsApp通道，支持多租户和MCP。作为Kommo、Intercom替代品，服务以聊天方式销售的企业，兼顾LGPD合规需求。
JavaScript · ★ 65,406 · 🍴 10,738 · 📈 217 stars today
Extracted system prompts from Anthropic - Claude Fable 5.1, Opus 5, Claude Design, Claude Code. OpenAI - ChatGPT GPT-6-Astra, Codex. Google - Gemini 3.8 Flash, 3.1 Pro, Antigravity. xAI - Grok, Grok Bot, Cursor, Kimi and more! Updated regularly.
中文介绍 汇总提取的AI产品系统提示词集合，涵盖Claude、GPT、Gemini、Grok等主流模型的system prompt。适合AI研究者、Prompt工程师和模型安全分析人员参考，便于逆向工程理解各模型的行为设计。
TypeScript · ★ 3,080 · 🍴 211 · 📈 209 stars today
User friendly sideloader
中文介绍 面向用户友好的iOS侧载工具，简化应用安装流程。为需要绕过App Store限制的用户提供便捷入口，典型用户为开发者和尝鲜者，用于分发测试版或小众应用。
Batchfile · ★ 33,209 · 🍴 2,540 · 📈 65 stars today
中文介绍 Zapret工具的变体，用于缓解Discord与YouTube的连接问题。通过优化网络栈解决访问受限场景，常见于网络环境不佳的地区的普通用户，轻量部署。
Python · ★ 5,129 · 🍴 401 · 📈 262 stars today
🤖📐专为数学建模设计的 Agent & skills ,自动完成数学建模，生成一份完整的可以直接提交的论文。 An Agent Designed for Mathematical Modeling ,Automatically complete mathmodel and generate a complete paper ready for submission.
中文介绍 专为数学建模设计的Agent，自动完成建模全流程并生成可提交论文。整合多种建模技能，服务数学建模竞赛选手和科研学生，减少繁琐的论文排版与推导工作。
C# · ★ 15,922 · 🍴 1,953 · 📈 227 stars today
Smart PVR for newsgroup and bittorrent users.
中文介绍 面向新闻组和BitTorrent用户的智能PVR工具，自动化影视的下载、整理与监控。用于构建个人媒体库，适合喜欢按字幕、海报分类的影音爱好者，支持多种媒体元数据源。
TypeScript · ★ 2,501 · 🍴 310 · 📈 376 stars today
Open Source AI trading agent that operates autonomously across 1000+ markets - Polymarket, Kalshi, Binance, Hyperliquid, Solana DEXs, 5 EVM chains. Scans for edge, executes instantly, manages risk while you sleep. Agent commerce protocol for machine-to-machine payments. Self-hosted. Built on Claude.
中文介绍 开源AI交易Agent，跨Polymarket、Kalshi、Binance等上千市场自主扫描套利机会并即时执行。具备风控模块，适合量化交易员和预测市场爱好者，覆盖EVM多链及DEX场景。
Java · ★ 33,213 · 🍴 2,014 · 📈 136 stars today
Browse media content with your own rules on Android TV
中文介绍 Android TV平台的媒体内容浏览器，让用户按自定义规则浏览与播放视频。适合家庭媒体中心场景，用户可配置播放偏好，支持多种流媒体源，是Leanback TV客户端的替代方案。
Python · ★ 137,629 · 🍴 20,234 · 📈 230 stars today
100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.
中文介绍 收录100+开源AI Agent、技能与RAG应用的高质量清单。适合开发者快速参考和复用，是构建LLM应用的灵感库，覆盖多种行业场景与交互模式，便于挑选适配自身需求的方案。
Go · ★ 1,402 · 🍴 104 · 📈 355 stars today
Network stack research tool. TCP tunnel with pluggable transports.
中文介绍 网络栈研究工具，提供可插拔传输的TCP隧道能力。适合网络安全研究者与网络协议实验者，用于分析流量走向、测试自定义传输层协议，支持灵活的分层扩展设计。
C · ★ 4,912 · 🍴 547 · 📈 237 stars today
Graphics Creation Tools
中文介绍 开源图形与游戏素材创作工具集，用于创建纹理、光照贴图和Shader资源。面向独立游戏开发者和3D艺术家，提供可视化编辑器，降低引擎内美术资产制作门槛。
Python · ★ 3,596 · 🍴 552 · 📈 113 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技能系统整理的红队安全技能库，每个SKILL.md封装专业攻击方法学。适合安全研究员和渗透测试人员，用于提升Claude在漏洞利用、攻击链等任务上的表现。
Python · ★ 7,288 · 🍴 824 · 📈 210 stars today
YuE2: frontier music generation with symbolic planning, zero-shot covers, and agentic music editing.
中文介绍 YuE2是前沿的音乐生成模型，支持符号化规划、零样本翻唱与Agent式音乐编辑。服务音乐创作者和研究者，用于自动化编曲、风格迁移和交互式创作，降低专业制曲门槛。
Rust · ★ 7,236 · 🍴 256 · 📈 54 stars today
Worktrunk is a CLI for Git worktree management, designed for parallel AI agent workflows
Go · ★ 23,452 · 🍴 3,059 · 📈 189 stars today
Fully autonomous AI Agents system capable of performing complex penetration testing tasks
中文介绍 全自主AI Agent渗透测试系统，可执行复杂的红队任务与漏洞利用链。面向安全团队和渗透测试人员，用于自动化资产侦察、漏洞验证和报告生成，提升红队作业效率。
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Automating empirical research is a long-standing direction of AI. Recent automatic research (AutoResearch) agents bring this goal within reach, as modern LLMs show the capability to independently implement solutions and learn from the execution outcomes. Behind these gains, post-training (especially
中文介绍 为提升自动研究（AutoResearch）智能体的可扩展性，本文提出基于世界模型（World Models）的框架。其核心是利用世界模型预测实验环境的演化，从而使智能体能在模拟环境中高效筛选、验证科研方案，减少对昂贵真实执行的依赖。该方法有望让现代LLM在独立完成实验与从结果中学习方面实现更大规模、更自动化的科研自动化。
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We introduce NCP-ArchPreview, a latent-space language model that pushes autoregressive pretraining beyond standard next-token prediction (NTP). Alongside NTP, the model learns through Next Concept Prediction (NCP) to predict discrete concepts that span multiple tokens, introducing an explicit and mo
中文介绍 本文提出NCP-ArchPreview，一种潜空间语言模型，将自回归预训练从标准的Next Token Prediction（NTP）扩展到Next Concept Prediction（NCP）。模型在NTP基础上额外学习预测跨越多个token的离散概念，引入显式的多粒度概念结构。此举将表示能力从token级提升到概念级，推动语言模型迈向真正的潜空间建模。
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Large language model (LLM)-based multi-agent systems (MAS) achieve strong performance by employing specialized multiple agents, yet their performance depends on the prompt design of each agent. For MAS prompt optimization, textual gradient methods that guide prompt updates using natural-language fee
中文介绍 针对LLM多智能体系统（MAS）性能高度依赖各智能体提示词设计的问题，本文提出AgentGrad，一种干预引导的提示优化方法。该方法将文本梯度方法引入MAS场景，利用自然语言反馈指导各智能体提示词的定向更新，并通过干预实验定位瓶颈智能体，从而系统性提升多智能体协作的整体表现。
👍 91
Large Vision-Language Models (LVLMs) have achieved strong performance on diverse visual tasks, yet their ability to reconstruct and reason about the 3D structure of the scene depicted in 2D images -- referred to as spatial intelligence -- remains limited. Existing approaches attempt to address this
中文介绍 针对大型视觉语言模型（LVLM）在2D图像上重建与推理3D场景结构的空间智能不足问题，本文提出SpatialBlock方法。其思路是构造合成的积木堆叠问题作为训练数据，让模型通过反复的空间推理任务学习3D结构理解。该方法旨在提升LVLM的空间智能能力，弥补现有方法的不足。
👍 53
Agent usage is shifting toward long-horizon tasks such as coding and scientific discovery, among which terminal tasks are especially important. We introduce T1, a Mixture-of-Experts model of 122B total trained with reinforcement learning, operating a real shell in a cloud sandbox for up to 300+ tool
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Large Language Model (LLM) agents are turning language into real-world effects, making safety necessary against both indirect prompt injections and direct harmful requests. System-level safety harnesses add an enforcement layer beyond model-level defenses, but existing harnesses are usually designed
中文介绍 针对LLM智能体面临的间接提示注入与直接有害请求威胁，本文提出EvoSafeHarness，一种可进化的模型与领域特定安全外壳（harness）框架。该框架在系统层加入强制约束层，弥补纯模型级防御的不足。现有harness通常是静态设计的，而EvoSafeHarness能通过演化机制自适应特定模型与领域，提升智能体安全性。
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Recent advances in wearable sensing enable continuous monitoring of physiological and behavioral signals, yet existing benchmarks rarely evaluate whether AI systems can reason over a real user's longitudinal wearable record. We introduce WearableQA, a benchmark comprising 4,084 10-option multiple-ch
中文介绍 针对可穿戴传感器可连续监测生理与行为信号但缺乏相应评估基准的问题，本文提出WearableQA，包含4084道10选项多选题，评估AI系统对真实用户纵向可穿戴记录的推理能力。该基准聚焦健康推理场景，推动AI在可穿戴健康数据上的真实世界应用能力。
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Reducing audio-encoder depth lowers the inference cost of speech large language models, but removing complete blocks perturbs the embeddings consumed by the decoder and can cause deletion and premature end-of-sequence errors. We introduce X-AuT, a progressive framework that selects layer combination
中文介绍 为降低语音大语言模型（Speech LLM）的推理成本，需压缩音频编码器深度，但直接删除整层块会扰动解码器嵌入并引发删除与提前EOS错误。本文提出X-AuT，一种渐进式框架，通过跨尺度蒸馏筛选层组合，逐步压缩编码器，在减少层数的同时保持嵌入一致性，避免性能退化。
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Mainstream robotic policies often adopt a Markovian formulation, but many complex real-world manipulation tasks are inherently non-Markovian, requiring long-horizon memory beyond the current observation. Existing memory mechanisms often rely on language summaries, growing visual windows, or their co
中文介绍 主流机器人策略多采用马尔可夫假设，但复杂操作任务本质上是非马尔可夫的，需要超越当前观测的长程记忆。本文提出Memory as Plans框架，将记忆用于接地规划（memory-grounded planning），而非依赖语言摘要或扩展视觉窗口。该方法通过世界-动作建模将记忆显式转化为计划，提升长程操作任务的鲁棒性。
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SWE-Bench Pro has emerged as a standard benchmark for evaluating software engineering agents on challenging repository-level tasks. However, our analysis work show that its evaluation is undermined by two sources of unreliability: reward hacking, enabled by leakage of gold solutions or hidden evalua
中文介绍 SWE-Bench Pro已成为评估软件工程智能体的标准基准，但本文分析发现其评估受两种不可靠因素困扰：金解决方案或隐藏评估的泄漏导致reward hacking。为此，本文提出SWE-Bench Pro Verified，通过修复这些可靠性缺陷，提供更可信的软件工程智能体评测基准。
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Sequential memory agents process long documents by reading chunks one after another while maintaining a compact memory state, coupling document traversal to reasoning depth. This coupling introduces sensitivity to evidence placement and ties inference latency linearly to document length. We introduc
中文介绍 顺序记忆型长文档智能体逐块阅读并维护紧凑记忆，使文档遍历与推理深度耦合，导致对证据位置敏感且延迟与文档长度线性相关。本文提出PARSER，实现并行阅读与深度推理解耦，提升长上下文智能体的鲁棒性与推理效率。
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We introduce MetroLLM-Bench, a 955-case benchmark for testing language models as the policy layer of a transit kiosk. It covers six real metro systems, ranging from 37 to 414 stations, and eleven categories that include routing, fare calculation, disruptions, accessibility, and adversarial input. In
中文介绍 本文提出MetroLLM-Bench，一个含955个用例的基准，测试语言模型作为轨道交通自助机策略层的能力。覆盖6个真实地铁系统（37至414个车站）和11类任务，包括路线规划、票价计算、故障应对、无障碍出行及对抗输入。
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While research on recursive self-improvement (RSI) has predominantly automated model training pipelines, reliable autonomous development demands a missing pillar: post-hoc monitoring and auditing to understand what models learn and ensure safe alignment. Mechanistic interpretability tools are essent
中文介绍 递归自我改进（RSI）研究多聚焦于自动化模型训练，但可靠自主发展还缺少事后监控与审计环节。本文提出SAEScientist-Bench，评估AI智能体能否自主开展稀疏自编码器（SAE）可解释性研究，包括发现、分析SAE特征并进行审计，为可靠自主AI开发提供关键支柱。
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Temporal reasoning benchmarks for Video-LLMs are often mediated by language, leaving room for linguistic shortcuts from option wording, answer correlations, or language priors. To reduce such shortcuts, we introduce TempCloze, a video cloze benchmark for evaluating visual temporal reasoning in Video
中文介绍 现有视频LLM时序推理基准多依赖语言中介，存在语言捷径风险。本文提出TempCloze，一个视频完形填空基准，通过遮蔽中间片段评估视觉时序推理，降低选项措辞、答案相关性等语言先验的干扰，更纯粹地测试模型的视觉时序理解能力。
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Code world models represent worlds as executable programs, but this representation alone does not determine how to construct a complex world. We introduce Recursive Code World Models (RCWM), a framework for reconstructing complex 3D worlds in code from a single reference image. RCWM couples a Recurs
中文介绍 代码世界模型将世界表示为可执行程序，但单张参考图像如何重建复杂3D世界仍是挑战。本文提出Recursive Code World Models（RCWM），通过递归场景程序框架，结合递归生成机制，从单张参考图像逐步构建复杂3D世界的代码表示，推动代码世界模型向复杂场景扩展。
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On-Policy Self-Distillation (OPSD) has emerged as a popular paradigm for large language model (LLM) self-improvement, allowing models to act as their own teachers by leveraging privileged information such as ground-truth solutions. However, recent findings indicate that OPSD can severely degrade the
中文介绍 在策略自蒸馏（OPSD）作为LLM自改进范式日益流行的背景下，近期研究发现OPSD可严重退化模型推理能力。本文提出Negative Self-Distillation，通过引导模型避免缺陷推理路径而非模仿正确路径来学习推理，从而缓解OPSD的退化问题，提升LLM推理可靠性。
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Quantization has been widely adopted in LLM training and inference to reduce cost and improve efficiency. However, low-bit quantization of the attention module often introduces large errors at very low bit-widths, causing performance degradation. Existing methods mainly rely on smoothing techniques
中文介绍 量化被广泛用于降低LLM训练与推理成本，但注意力模块在极低位宽下量化误差较大，导致性能下降。现有方法主要依赖平滑技术。本文提出HyQuant，一种混合精度量化方法，针对性地优化LLM注意力模块的量化，在极低位宽下减少性能损失，提升推理效率。
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AI research agents combine prior knowledge, public sources, and experimental feedback to produce useful results. The Discovery Certification Protocol (DCP) turns claims about these results into executable recovery and feedback tests. Gate 1 validates useful improvement on sealed evaluation. Gate 2 g
中文介绍 AI研究智能体结合先验知识、公开来源与实验反馈产生有用结果，但仅凭分数无法证明真正的发现。本文提出发现认证协议（Discovery Certification Protocol, DCP），将声明转化为可执行的恢复与反馈测试：Gate 1在密封评估上验证有用改进，Gate 2验证可恢复性，为AI研究智能体的结果审计提供标准化框架。
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Reasoning language models have made substantial advances on a variety of complex tasks, yet their capabilities remain overwhelmingly English-centric: models primarily reason in English regardless of the language they are prompted in. This is inaccessible for non-English-speaking users, risks losing
中文介绍 推理语言模型在复杂任务上取得进展，但能力高度英语中心化：无论提示语言如何，模型主要在英语下推理。本文提出以数据混合作为跨语言泛化的关键支柱，通过优化训练数据的多语言混合策略，提升模型在语言内推理（in-language reasoning）上的泛化能力，使非英语用户也能获得同等推理能力。
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Neurosymbolic systems rely on mathematical solvers to guarantee reasoning correctness, yet solvers are fundamentally blind to whether a formal translation maintains strict reference-equivalence to a designated formalization. We formalize this vulnerability as Verdict-Preserving-Unfaithfulness (VPU):
中文介绍 神经符号系统依赖数学求解器保证推理正确性，但求解器无法判断形式化翻译是否严格保持了参考等价性。本文将该漏洞形式化为Verdict-Preserving-Unfaithfulness（VPU），并提出Generative Reward Models用于自动形式化，超越传统求解器判据，从生成式奖励角度评估形式化的忠实度。
@IAmPascio · 124.8K 粉丝 · 812.5K 阅 · 881 赞 · 140 转
The superintelligence, the singularity, AGI, whatever you call it, the one we're so scared of is, ironically, also the one we most likely won't see coming. This essay is going to probably be a pretty
中文介绍 一篇思想实验文章：如果 AGI 已经存在，它可能不是我们以为的超级智能，而是由大量「孩子们」这样的简单智能体涌现而成。作者认为我们之所以没察觉，是因为它不显眼、不集中，反而以分布式、看似平庸的方式运作。属于哲学思辨类长文，非工具教程。
@mayukh_panja · 9.8K 粉丝 · 311.6K 阅 · 501 赞 · 75 转
There seems to be a widespread impression that OpenAI has somehow “solved the Navier–Stokes equations,” and that this represents some enormous breakthrough for fluid dynamics and engineering. It
中文介绍 澄清一个被广泛误传的说法：OpenAI 并未「解开 Navier-Stokes 方程」。作者解释这类夸大式报道的背景与事实差距，属于典型的 AI 新闻打假。适合关注物理建模或流体力学与 AI 交叉话题的读者，提醒读者警惕过度宣传。
@mbeisen · 73.0K 粉丝 · 113.7K 阅 · 528 赞 · 68 转
Over the last few months, the cancer-curing capabilities of LLMs have improved dramatically, to the point that they have cured previously untreatable types of cancer and are on the cusp of developing
中文介绍 讽刺性长文：设想未来 LLM 已经能治愈多种癌症，却暴露出 AI 目标与癌症生物学本身的严重错位。作者借荒诞设定讨论当前 AI 能力边界与生命科学研究的落差，属于批判性思想类内容，非工具或工作流分享。
@EXM7777 · 142.6K 粉丝 · 94.6K 阅 · 501 赞 · 56 转
I'm basically giving you the full system i'd use to automate content creation for ANY business... every tool in the chain, every step in order, and where it breaks because a content agent is just a
中文介绍 完整教程：讲如何用 AI 自动化任意业务的内容创作全流程。作者拆解每一个工具、每一步的顺序，以及内容 agent 常出问题的环节，强调「不只是 prompt」而是系统搭建。实用性强，面向想用 agent 搭建内容流水线的运营/创业者。
@ForwardEditor · 11.7K 粉丝 · 57.6K 阅 · 511 赞 · 32 转
Hey, I’m Brian. Let’s get you started with vibe editing. 1. What I highly suggest having DaVinci Resolve Studio - $295 USD. It’s a one-time purchase, not a subscription. In my experience, Studio
中文介绍 面向新手讲解「vibe editing」视频剪辑入门指南。作者推荐 DaVinci Resolve Studio（295 美元一次性买断，非订阅制）作为主力工具，并梳理起步需要的关键设置与流程。适合想用 AI 辅助做短视频剪辑的创作者，干货偏实操。
@OpenAIDevs · 421.3K 粉丝 · 51.6K 阅 · 677 赞 · 54 转
We shipped GPT-6 Astra. Builders took it from there: Explore 2,234 modeled anatomical parts in 3D: A Manhattan recreation built in Unreal Engine: Six Van Gogh paintings become a walkable
中文介绍 OpenAI 官方发布 GPT-6 Astra 社区作品合集：包括 2234 个解剖零件的 3D 建模、Unreal Engine 里的曼哈顿复刻、以及六幅梵高画作生成的可走逛场景。展示新模型在 3D、建筑、艺术生成上的多模态能力，属于官方能力秀而非教程。
@Av1dlive · 25.6K 粉丝 · 49.2K 阅 · 512 赞 · 53 转
i'm going to show you exactly how to master OpenAI's Images 2.5 to create app designs, websites, product shots.....14 tricks. 44 curated examples. the prompts, the results, and how to fix what goes
中文介绍 系统教程：如何精通 OpenAI Images 2.5 来生成 App 设计、网站、产品图等。共 14 个技巧、44 个精选案例，附带完整 prompt、成果对比，以及出问题时怎么修复的思路。面向设计师和 UI 从业者，实操价值高。
@shannholmberg · 36.1K 粉丝 · 46.0K 阅 · 510 赞 · 44 转
marketing engineers build the systems behind the marketing. learn how to connect your knowledge, data and agents into workflows that research, plan and run campaigns. I started bringing more of my
中文介绍 介绍「营销工程师」这个新角色：负责搭建营销背后的系统，把知识、数据、agent 接入工作流来自动做调研、策划和执行 campaign。作者结合自身从传统营销转型的经历分享落地方法，适合营销从业者探索 AI 化路径。
@AndrewYNg · 1.9M 粉丝 · 43.5K 阅 · 722 赞 · 105 转
When you’re skilled at AI Engineering, your best work won’t be merely implementing a product that someone else spec’ed out. Instead, you will actively shape the build. Before modern AI tools
中文介绍 吴恩达分享 AI 工程能力地图，强调真正的 AI 工程师不只是实现别人定义的方案，而是主动塑造产品形态本身。文章梳理现代 AI 工具普及前和普及后所需技能的差异，属于职业发展方向类内容，适合技术团队和个人成长参考。
@DataRepublican · 957.2K 粉丝 · 37.3K 阅 · 846 赞 · 155 转
NYC and LA are restricting student AI. We used it to expose what school missed—and repair two years of gaps in six weeks. Part 1 of 3 in a series. Between my husband and I, three of our parents were
中文介绍 个人故事：作者儿子用 AI 在六周内补完了两年 Saxon Math 课程的进度，作者总结过程中暴露出的学校教学盲点与修复思路。这是系列长文的第 1 部分，共 3 篇。背景是 NYC 与 LA 已开始限制学生使用 AI，讨论教育场景的实用性。
@skeptrune · 17.6K 粉丝 · 16.6K 阅 · 507 赞 · 38 转
I made the switch from B2B SaaS web development to inference about a month ago and wanted to share my learnings for others that might be interested in doing a similar thing. After all, inference may
中文介绍 作者从 B2B SaaS Web 开发转向 inference engineering 一个月，总结能力地图与切换心得。认为 inference 可能成为未来更主流的方向，文中梳理转型所需技能栈与学习路径。适合想从传统后端转向 AI 推理工程的开发者。
@Alaya_AI · 321.1K 粉丝 · 10.6K 阅 · 504 赞 · 450 转
As autonomous vehicles, robotics, and spatial computing platforms evolve, AI model training is shifting away from isolated 2D image annotation toward complex multimodal sensor fusion. Today’s frontier
中文介绍 Alaya AI 讨论多模态传感器同步问题：随着自动驾驶、机器人和空间计算的发展，AI 训练正从孤立的 2D 图像标注转向复杂的多模态传感器融合。文章定位在前端数据与数据工程层面，面向自动驾驶与具身智能从业者。
Perplexity uses Astra to write communications, change software, and monitor production systems, and checks in much less frequently than with earlier models.
中文介绍 据OpenAI披露，Perplexity采用GPT-6 Astra模型完成通讯撰写、软件修改及生产系统监控等端到端任务，并因模型能力增强而大幅减少人工检查频率，以提升准确率。
Before co-founding Kepler, Vinoo Ganesh led Spark at Palantir and built Project Frontline — a pioneering program for Forward Deployed Engineers. He takes us through the best practices of FDEs.
中文介绍 Latent Space访谈Kepler联合创始人Vinoo Ganesh。Ganesh曾在Palantir领导Spark并打造前瞻性项目Project Frontline，推动前端部署工程师（FDE）发展，并分享FDE岗位最佳实践。
We agree with Sebastian: this should have been DeepSeek v5
中文介绍 Latent Space报道DeepSeek发布v4.1-Flash模型，采用763B参数、P8B-D16B的新型因果Encoder-Decoder架构，并集成视觉能力，被形容为「鲸鱼回归」。
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? Join MIT Technology Review executive editor Niall Firth for a conversation with senior AI editor Will Douglas Heaven and AI
中文介绍 MIT Technology Review圆桌讨论AI是否真能毁灭人类。多位顶级AI实验室员工表示先进AI存在真实灭绝风险，编辑Niall Firth与资深AI编辑Will Day探讨这是否属于过度炒作。
GPT‑6 Astra improves Devin’s ability to test software and show that it works, with the goal of helping engineers review less code and ship more.
中文介绍 OpenAI介绍Cognition公司运用GPT-6 Astra模型辅助Devin自主测试软件，并验证其功能正确性，旨在减少工程师代码审查量、加快软件发布节奏。
Learn how OpenAI evolved Habitat from a Python library into a globally distributed storage platform serving 1 billion ChatGPT users and 22M requests per second.
中文介绍 OpenAI披露其将Habitat从Python库演进为全球分布式存储平台，目前支撑逾10亿ChatGPT用户，每秒处理约2200万次请求，展示在线存储快速扩展方案。
中文介绍 TLDR AI 9月11日摘要收录Agents API、Cognition SWE-2及Muse Shared Agents等AI行业动态，因原文摘要内容缺失，仅保留主题关键词供参考。
César de la Fuente’s lab uses Codex and ChatGPT to search living and extinct genomes for antimicrobial candidates to fight drug-resistant infections.
中文介绍 César de la Fuente研究团队使用Codex与ChatGPT在现有及已灭绝基因组中检索候选抗菌分子，用于应对抗生素耐药性感染，展示AI在药物发现中的科研应用。
Meet the Data agent in ChatGPT Work. Connect company data, uncover insights, and build interactive dashboards with AI using natural language.
中文介绍 OpenAI推出ChatGPT Work中的Data智能体，支持用户连接企业数据，通过自然语言发现洞察并构建交互式数据仪表盘，使非技术员工也能利用数据。
On July 22, 2026, a transmission line fault in Ashburn, Virginia—the heart of the world’s largest data center cluster—knocked more than 3 gigawatts of load off the grid in seconds. And it wasn’t the first time. Two years earlier, a single failed surge arrester dropped roughly 60 Virginia facilities
中文介绍 MIT Tech Review指出，2026年7月22日弗吉尼亚州Ashburn电力故障令全球最大数据中心集群在数秒内失去超30亿瓦负载，凸显AI供电问题本质上是电网架构问题。
Introducing ChatGPT for Financial Services, combining built-in financial data and GPT-6 Astra for research, modeling, and client-ready materials.
中文介绍 OpenAI推出ChatGPT for Financial Services，整合金融专用数据集与GPT-6 Astra模型，支持研究分析、财务建模及客户交付材料生成等金融业务场景。
OpenAI and GSA will offer eligible federal, state, local, and tribal governments $0 license fees, 50% off usage, and expanded cyber defense support.
中文介绍 OpenAI与美国总务管理局（GSA）合作，为符合条件的联邦、州、地方及部落政府提供AI工具零许可证费、使用费五折优惠及网络防御支持扩展。
a quiet day
中文介绍 Latent Space当日AINews标注为「今日无大事」，原文摘录仅「a quiet day」，无实质AI行业动态可摘。
GPT‑Live‑1 brings natural, full-duplex voice conversations to the API, with stronger instruction following, custom voices, and telephony support.
中文介绍 OpenAI在API中推出GPT-Live-1，支持自然全双工语音对话，强化指令遵循能力，并提供自定义音色及电话网络支持，构建更自然语音交互体验。
Build and launch cloud agents with the Agents API, a managed service powered by the Codex harness for orchestration, long-running sessions, and tool use.
中文介绍 OpenAI发布Agents API，一款基于Codex harness托管服务，支持构建与部署云端智能体，具备编排调度、长会话维持及工具调用能力。
美股方面，SPY 收于 764.29（+0.85%），已收复 20 日均线 766.88 附近压力但仍略低于其水平，50/200 日多头排列，RSI 50.3 中性，接近 52 周高点（-1.93%）；QQQ 714.88（+0.87%）、RSI 50.8、MACD 弱于信号线（0.67 vs 1.16），动量转弱但趋势仍多头；AAPL 单日 +1.75%、RSI 62.8、MACD 3.23 高于信号线 1.90，动量偏强；MSFT 5 日 -2.84%，MACD 10.17 已跌破信号 14.01，短线走弱；NVDA 出现 MACD 死叉（2.57 < 3.10）且 5 日 -4.45%，科技动能有分化。加密方面，恐慌贪婪指数 61（贪婪）、总市值 2.66T（24h -2.61%）、BTC 主导率 58.2%、ETH 11.6%，整体仍偏乐观但短线回调；BTC 77251（+0.10%）站上 SMA50 70909 与 SMA200 70091，但低于 SMA20 78587，RSI 55 中性；ETH 2525（+0.41%）RSI 63.8 偏强，SOL 101.69（-0.69%）RSI 57.2。中概股集体承压：BABA 109.30、RSI 36.6、MACD -3.02 低于信号 -1.81，空头排列；PDD 77.81、RSI 30.3、5 日 -4.68%；JD 27.06、RSI 32.1；腾讯 428.4、RSI 39.7、空头排列，风险偏好偏低。商品外汇上，黄金 4408.9（+1.02%）、RSI 47.9 中性；WTI 100.05（-2.37%）、RSI 71.5 超买但 5 日 +9.58% 动量强；美元/人民币 6.70、RSI 14.7 超卖、接近 52 周低；美元指数 99.10 中性，MACD 金叉；宏观层面 VIX 15.84（-11.21%）回落、10Y 美债收益率 4.97%（+0.63%）RSI 73.7 超买并逼近 52 周高，宏观呈波动率收敛但利率上行的组合。
PDD 现价 77.81，5 日 -4.68%、1 日 -0.04%，显著低于 SMA20 84.32、SMA50 85.65、SMA200 97.30，呈标准空头排列；RSI14 仅 30.3 接近超卖但未破位；MACD -2.27 低于信号 -1.35，绿柱扩大；距 52 周高 -44.19%、距 52 周低仅 +8.16%，技术形态偏弱、反弹动能不足。
USDCNY 现价 6.70，位于 SMA20 6.72、SMA50 6.75、SMA200 6.85 之下，空头排列成立；RSI14 仅 14.7 深度超卖，MACD -0.0118 略低于信号 -0.0112 形成死叉；52 周低点为 0%、距 52 周高 -6.86%，触发「接近 52 周低」信号，人民币端偏强、美元端偏弱。
WTI 现价 100.05，5 日 +9.58% 动量显著，虽单日 -2.37% 回撤但仍远高于 SMA20 88.52、SMA50 83.23、SMA200 79.59，多头排列完整；MACD 4.19 高于信号 2.71，红柱扩张；RSI14 71.5 进入超买区，距 52 周低 +81.98%，趋势上行但短线超买风险需留意。
10Y 收益率 4.97%，1 日 +0.63%、5 日 +4.47%，站稳 SMA20 4.75、SMA50 4.67、SMA200 4.38 之上，多头排列；MACD 0.0665 高于信号 0.0453 且红柱扩张；RSI14 73.7 超买，距 52 周高仅 -0.20%、距 52 周低 0%，触发「接近 52 周高」与「RSI 超买」信号，收益率上行动能强。
NVDA 现价 218.29，1 日 -0.03%、5 日 -4.45%，介于 SMA20 220.16 与 SMA50 212.58 之间，仍高于 SMA200 197.47 保持长期多头；RSI14 49.8 中性；MACD 2.57 已跌破信号 3.10 形成死叉，动量转弱；距 52 周高 -7.72%、距 52 周低 +32.88%，短线动能与中期趋势出现背离。
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
本报告仅为技术指标解读参考，不构成投资建议；所有结论均基于历史行情数据，过去走势不代表未来表现，指标存在滞后性与失效风险，请以独立判断与实际风险承受能力为准。
Follow today’s news live Get our breaking news email, free app or daily news podcast Andrew Hastie says he “feels sorry” Barnaby Joyce and that he and One Nation MP David Farley probably have “buyers remorse” after joining the right wing party. Hastie has been feuding with Pauline Hanson this week o
中文摘要 澳大利亚议员Hastie表示对Pauline Hanson「不是我所认为的那个人」，并坦言与Joyce、Farley加入一党后或有「买家悔意」。工党回应就社交媒体算法推出「退出」措施。
The Houthis claim their attack targeted a Saudi military base in Sharurah.
中文摘要 沙特称胡塞武装火箭弹袭击贾赞地区一所清真寺，造成两人受伤，建筑受损。胡塞方面声称其打击目标为沙特Sharurah的军事基地。
Houthis accuse Saudi Arabia of launching 129 strikes in 48 hours as fears grow over impact on Riyadh’s oil industry.
中文摘要 沙特与胡塞武装围绕曼德海峡相互打击。胡塞指控沙特在48小时内发动129次打击，市场担忧事件对沙特石油产业造成冲击。
A 15-year-old boy was miraculously rescued after spending two days clinging to his capsized boat in Alaska’s Bering Sea.
中文摘要 一名15岁男孩在阿拉斯加白令海翻船后，紧抱船只漂浮两天获救。
The Philippine Coast Guard says 41 more bodies have been recovered from the M/V June Aster, with 13 people still missing
中文摘要 菲律宾渡轮M/V June Aster火灾死亡人数升至76人，菲律宾海岸警卫队已打捞41具遗体，仍有13人失踪。
Ben Shelton faces Alexander Zverev in the US final, hoping to end a 23-year drought in Grand Slams for American men.
中文摘要 美网男单决赛由美国选手Shelton对阵德国选手Zverev，Shelton力争终结美国男选手长达23年的大满贯冠军荒。
The cool Kazakh lifts the trophy after frustrating Sabalenka in a 6-4, 5-7, 6-2 win in New York as the new world No 1.
中文摘要 哈萨克斯坦选手Rybakina在美网女单决赛中以6-4、5-7、6-2击败Sabalenka，首次夺得大满贯冠军并登上世界第一。
Arsenal maintain perfect start to the season with their fourth win, thanks to goals from Guimaraes and Saka.
中文摘要 阿森纳凭借Guimarães和Saka进球取得赛季第四胜，保持全胜。主帅Arteta虽获胜但对裁判向桑德兰判罚点球表示不满。
The United States has been officially neutral on an issue that was a source of decades of violence in Northern Ireland until a 1998 peace deal.
中文摘要 特朗普称爱尔兰统一将是「极好的事」，打破美国长期中立立场。北爱尔兰问题曾引发数十年暴力冲突，直至1998年达成和平协议。
Protesters in about 20 cities, including Berlin, Hamburg and Munich, demand the banning of the Alternative for Germany.
中文摘要 约数万人在包括柏林、汉堡、慕尼黑在内的约20个德国城市游行，要求取缔极右翼政党德国选择党（AfD）。
Hunger and disease have tormented Yemen for years. Now, fighting between the Saudi-backed government and Iran-backed Houthis is pushing it to the brink.
中文摘要 沙特支持政府与伊朗支持胡塞武装的新一轮冲突加剧，也门饥民病民被迫逃离，长期受饥荒疾病困扰的国家濒临崩溃。
The first naval battle between two Unmanned Surface Vessels (USVs) has taken place in the Black Sea.
中文摘要 两艘无人水面艇在黑海发生人类历史上首次无人舰艇之间的海战。
Even so, finding unity among the loose grouping of emerging economies will be difficult as the war in the Middle East strains their own interests.
中文摘要 油价攀升之际，金砖峰会由中国、印度、俄罗斯、伊朗等出席，美国则缺席。但中东战争使新兴经济体各自利益受损，达成统一立场难度加大。
Nobody could have predicted that today's main global headline would be Trump's desire to see a unified Ireland.
中文摘要 BBC评论称特朗普就爱尔兰统一表态可能是有意针对大西洋彼岸受众，成为当日全球头条之一，难以预料。
The call comes amid growing concerns that AI models may become able to inflict serious damage worldwide.
中文摘要 Anthropic负责人Dario Amodei呼吁放缓AI发展速度，此言论出现在对AI模型可能引发全球性严重损害担忧不断上升的背景下。
Consumer group Which? has called the sale of jack mackerel, a cheaper, less nutritious species of fish, an example of "skimpflation".
中文摘要 英国消费者组织Which?警告，超市以较廉价、营养较低的杰克鲭鱼替代罐装鲭鱼上架，是「缩水式通胀」的典型表现。
Warring tech bosses unite behind warnings that humans could lose control of the technology
中文摘要 OpenAI的Altman与xAI的Musk罕见支持Anthropic CEO Dario Amodei关于放缓AI发展的呼吁，警告人类可能失去对技术的控制。
SpaceX is set to get a larger weighting in the Nasdaq 100 later this month, a change that could trigger billions of dollars of buying by passive funds tied to the benchmark.
中文摘要 SpaceX将在本月晚些时候重新平衡中获得纳斯达克100指数更高的权重，可能触发跟踪该基准的被动基金数十亿美元买入。
About-face comes a day after a filing revealed plans to sell up to 50mn shares by the end of October
中文摘要 Oracle CEO拉里·埃里森取消75亿美元股份出售计划，此前一天公司披露拟在10月底前出售最多5000万股。
The news doesn’t stop when markets close. Hosts David Gura, Christina Ruffini and Lisa Mateo bring clarity, context and a bit of humor to the weekend’s biggest headlines, LIVE from New York. Joined by Fmr. Ambassador to NATO Nick Burns, Council on Foreign Relations Ray Takeyh, Future of Life Institu
中文摘要 Bloomberg《This Weekend》节目由David Gura、Christina Ruffini和Lisa Mateo主持，从纽约解读周末要闻，嘉宾包括前北约大使Nick Burns及CFR的Ray Takeyh。
Advances in autonomous agents and bitter rivalry between Anthropic and OpenAI have pushed once-fringe fears into the mainstream
中文摘要 Anthropic与OpenAI在自主智能体上的竞争加剧，使曾属边缘的人为灭绝担忧进入主流讨论，AI竞赛的创造者开始恐惧人类存亡。
RBI rejects group’s appeal against forced listing, setting the stage for what could become India’s biggest IPO
中文摘要 印度央行（RBI）驳回Tata Sons就强制上市提出的上诉，可能催生印度史上最大IPO。
Pointed offers a strategic twist to the news quiz format, testing not just players’ knowledge of the news but also their confidence in their answers. Join Bloomberg's Lisa Mateo, Christina Ruffini, and Jeff Mason as they play and check out the quiz for yourself at Bloomberg.com (Source: Bloomberg)
中文摘要 Bloomberg每周新闻问答节目《Pointed》测试参赛者对新闻的知识与判断信心，由Lisa Mateo、Christina Ruffini和Jeff Mason参与。
Leaders of emerging powers including Russia and Iran projected a united front at a weekend summit in New Delhi, with a joint statement that targeted a US-launched war in the Middle East, Washington’s tariff campaign and its sanctions policy.
中文摘要 俄罗斯、伊朗等新兴大国领导人在莫迪主持的新德里峰会上发表联合声明，针对美国在中东的军事行动、关税政策与制裁政策投射统一立场。
Joining David Gura on Bloomberg This Weekend, Stanford Spogli Institute for International Studies Senior Fellow Francis Fukuyama says the Iran war risks repeating lessons from Iraq and Afghanistan, arguing that military power alone is unlikely to produce lasting political change. In discussing his n
中文摘要 斯坦福高级研究员Francis Fukuyama在Bloomberg节目中称伊朗战争恐重演伊拉克与阿富汗的教训，单靠军事力量难以带来持久的政治变革。
PNC Chief Investment Officer Amanda Agati is on Bloomberg This Weekend and says the Fed faces a difficult decision as energy-driven inflation pushes markets toward expectations for higher rates, warning that further tightening could risk a policy error. Agati also tells hosts David Gura and Christin
中文摘要 PNC首席投资官Amanda Agati表示，能源推动的通胀使美联储利率决策复杂化，市场倾向更高利率预期，进一步紧缩恐酿政策失误。
US forces have redirected 100 commercial vessels over the past 60 days since the blockade against Iran resumed, the Central Command says in an update on X.
中文摘要 美国中央司令部在X上更新，自对伊朗封锁重启过去60天内，美军已迫使100艘商船改道。
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