每日简报

2026-08-26

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freestylefly/awesome-gpt-image-2

JavaScript · ★ 17,591 · 🍴 1,817 · 📈 1,698 stars today

Prompt as Code | GPT-Image2 工业级提示词引擎与模板库,530+ 个案例逆向工程,20+ 套工业级模板,并提炼出Skills,持续更新中

中文介绍 GPT-Image2 提示词引擎与模板库,以 Prompt as Code 理念为核心,逆向工程 530+ 真实案例,提炼出 20+ 套工业级模板与可复用的 Skills。解决 AI 图像生成中提示词难以复用、效果不稳定问题,适合设计师、开发者快速产出高质量图片。持续更新,是构建图像生成工作流的实用资源。

anthropics/claude-plugins-community

Python · ★ 1,722 · 🍴 177 · 📈 350 stars today

Community plugin marketplace for Claude Cowork and Claude Code. Read-only mirror — submit plugins at clau.de/plugin-directory-submission.

中文介绍 Claude 插件社区市场,为 Claude Cowork 和 Claude Code 提供插件分享与发现平台。作为只读镜像,用户可在指定网站提交插件,帮助开发者扩展 Claude 功能,实现自定义工具集成。适合需要为 AI 工作流添加特定能力的开发者。

MadsLorentzen/ai-job-search

Python · ★ 35,228 · 🍴 12,129 · 📈 1,266 stars today

The job search that runs on your machine. AI job application framework built on Claude Code: evaluate postings, tailor CVs, write cover letters, prep interviews. Fork it and own it.

中文介绍 基于 Claude Code 的 AI 求职框架,可在本地运行并全流程辅助求职:自动评估职位、定制简历、撰写求职信、准备面试。强调用户完全掌控数据,通过 Fork 实现个性化。适合求职者高效处理多职位申请,提升成功率。

apache/maka

TypeScript · ★ 3,311 · 🍴 328 · 📈 538 stars today

Apache Maka (Incubating) is a local-first AI agent workspace. Model messages, tool calls, tool results, permission decisions, and termination events are recorded as an append-only log.

中文介绍 Apache Maka(孵化中)是一个本地优先的 AI 智能体工作空间,核心特性是记录所有模型消息、工具调用、结果、权限决策和终止事件的追加日志,确保可追溯与审计。适合需要透明、可审查 AI 协作流程的团队,强调数据主权与工作流复盘。

TauricResearch/TradingAgents

Python · ★ 100,206 · 🍴 19,350 · 📈 191 stars today

TradingAgents: Multi-Agents LLM Financial Trading Framework

中文介绍 多智能体 LLM 金融交易框架,模拟真实交易团队协作。通过多个 AI 智能体分别进行市场分析、风险管理和决策,综合生成交易策略。适合量化交易研究与个人投资者,利用 LLM 处理金融数据并输出可执行的交易建议。

AgriciDaniel/claude-obsidian

Python · ★ 12,687 · 🍴 1,380 · 📈 810 stars today

Self-organizing AI second brain for Obsidian + Claude Code. Drop any source and Claude reads, links, and files it into one connected knowledge graph of plain Markdown you own. AI note-taking, personal knowledge management (PKM), and an open-source Notion alternative. Based on Karpathy's LLM Wiki pat

中文介绍 为 Obsidian 和 Claude Code 设计的自组织 AI 第二大脑。可将任意来源的内容交给 Claude,自动阅读、链接并整理为连通的纯 Markdown 知识图谱,用户完全拥有数据。适合 Obsidian 用户打造个人知识管理系统,实现自动化笔记整理。

rohitg00/ai-engineering-from-scratch

Python · ★ 48,923 · 🍴 8,561 · 📈 572 stars today

Learn it. Build it. Ship it for others.

中文介绍 从零开始学习 AI 工程的实操指南,覆盖学习、构建、交付全流程。面向希望亲手实现 AI 系统的开发者,提供项目驱动的学习路径,帮助理解底层原理并落地真实应用,而非停留在理论。

tinyhumansai/openhuman

Rust · ★ 37,747 · 🍴 3,731 · 📈 541 stars today

Your Personal AI super intelligence. A brain that builds a local-first memory of your life, a fantastic orchestrator of agent fleets and workflows, and a deep researcher.

中文介绍 个人 AI 超级智能体,构建本地优先的生活记忆库,并作为智能体集群与工作流的编排器,兼具深度研究能力。用户可拥有全部数据,适合追求个性化 AI 助手、希望 AI 理解个人上下文并自动协调多任务场景的技术爱好者。

basecamp/omarchy

Shell · ★ 31,204 · 🍴 3,174 · 📈 1,080 stars today

Beautiful, Modern & Opinionated Linux

中文介绍 一款美观、现代且观点鲜明的 Linux 发行版,由 Basecamp 团队打造。它注重设计美感与可用性,预设了特定工作流,适合追求高效、整洁桌面体验的设计师与开发者,减少配置时间。

Shubhamsaboo/awesome-llm-apps

Python · ★ 134,217 · 🍴 19,740 · 📈 161 stars today

100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.

中文介绍 集合 100+ 开源 AI 智能体、Agent Skills 和 RAG 应用,覆盖问答、代码生成等场景。为开发者提供可直接学习和复用的示例,降低构建 LLM 应用的门槛,促进社区交流与快速原型开发。

multica-ai/andrej-karpathy-skills

★ 207,171 · 🍴 21,140 · 📈 828 stars today

A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.

中文介绍 将 Andrej Karpathy 关于 LLM 编码陷阱的观察提炼进单个 CLAUDE.md 文件,用于改进 Claude Code 行为。通过配置让 AI 编码更准确,减少常见错误,适合依赖 Claude Code 的开发者提升代码质量与效率。

openai/codex

Rust · ★ 118,072 · 🍴 17,995 · 📈 1,183 stars today

Lightweight coding agent that runs in your terminal

中文介绍 OpenAI 推出的轻量级编码智能体,运行在终端中。可理解自然语言指令并自动完成编写、修改代码等任务,适合开发者快速实现功能或修复 Bug,提升编程效率,是 CLI 场景下的 AI 编程助手。

marin-community/marin

Python · ★ 2,086 · 🍴 191 · 📈 277 stars today

Open-source framework for the research and development of foundation models.

中文介绍 开源基础模型研究开发框架,为训练、微调、评估大型模型提供统一工具链。适合研究机构和企业快速搭建模型实验环境,减少重复编码,加速基础模型创新与应用落地。

DietrichGebert/ponytail

JavaScript · ★ 110,957 · 🍴 6,097 · 📈 944 stars today

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

中文介绍 让 AI 智能体像最懒的高级开发一样思考:最佳代码是未写的代码。通过提示或配置引导 AI 优先考虑最简方案,减少不必要代码,提升可维护性。适合追求代码精简与减少过度设计的团队。

anthropics/claude-plugins-official

Python · ★ 34,070 · 🍴 3,869 · 📈 47 stars today

Official, Anthropic-managed directory of high quality Claude Code Plugins.

中文介绍 Anthropic 官方维护的高质量 Claude Code 插件目录,提供经过审核的插件集合。用户可便捷安装可信插件以扩展 Claude Code 功能,适合需要可靠、兼容性好的扩展生态的开发者。

asciimoo/hister

Go · ★ 2,754 · 🍴 122 · 📈 166 stars today

Your own search engine

中文介绍 自建搜索引擎,可搜索自己的历史数据或网络内容,注重隐私与数据控制。用户自行部署,避免依赖商业搜索引擎,适合对隐私敏感、希望定制搜索范围与结果排序的个体或组织。

Apodex 1.1: Scaling Agentic Intelligence for Complex Work

👍 172

General-purpose language models can reason and synthesize knowledge, but complex work also requires sustained interaction with files, information sources, and executable code, together with state maintenance, failure recovery, and verifiable delivery. We call this working capability: sustained, veri

中文介绍 提出Apodex 1.1,扩展语言模型能力以处理复杂工作,强调持续交互、状态维护、失败恢复和可验证交付。核心是增强模型的"工作能力",支持与文件、信息源和代码的交互,实现长期任务执行。

TLive-Omni: An Omni-Modal Understanding Model for E-Commerce Live Streaming

👍 52

E-commerce live streaming requires omni-modal understanding of noisy, temporally extended streams, where product facts are distributed across speech, video frames, product images, overlaid text, and user queries. We present TLive-Omni, an omni-modal understanding model tailored to live-commerce scen

中文介绍 提出TLive-Omni,面向电商直播的全模态理解模型,整合语音、视频帧、产品图像、叠加文本和用户查询。解决噪声、长时流中的产品事实分布问题,提升直播场景中跨模态理解和问答能力。

MobilePA-Bench: Benchmarking Mobile Planner Agents on Complex Real-World Tasks

👍 33

As on-device LLM agents evolve into personal copilots, the mobile operating system has become a key testbed for this paradigm, making rigorous capability evaluation essential. Yet existing benchmarks fall into two camps, each with a critical blind spot: GUI-centric benchmarks test surface-level scre

中文介绍 提出MobilePA-Bench,用于评估移动端规划Agent在复杂真实任务上的能力。弥补现有基准的盲区,既评测GUI操作,也评测任务规划,覆盖屏幕交互和功能调用,推动移动端LLM Agent发展。

Prime Agent: A Self-Improving RLM Harness

👍 32

Language models are sequential processors, but long-horizon agency requires external information and computation beyond model weights and active context. Prime Agent is an open-source harness for long-horizon evaluation and coding-agent workflows. A persistent IPython REPL follows the Recursive Lang

中文介绍 开源Prime Agent,一个自改进的RLM工具包,用于长视野评估和编码Agent工作流。利用持久IPython REPL和递归语言模型,支持复杂任务的推理和代码执行,实现自我提升。

ParaTempo: Efficient Parallel Reasoning via Temporal Confidence

👍 32

Parallel reasoning improves the accuracy and robustness of large reasoning models by exploring multiple solution paths, but its computational cost grows with reasoning depth and branch count. Existing methods for managing these parallel paths typically rely on final-answer consensus, local token con

中文介绍 提出ParaTempo,通过时间置信度实现高效并行推理,管理多条推理路径。相比基于最终答案共识或局部token置信度的方法,它在计算成本与推理准确性间取得平衡,提升大型推理模型的鲁棒性。

OmniAssistBench: Assistant-style Interaction Benchmark for Omni-LLMs

👍 28

Recent omni-modal large language models (Omni-LLMs) show great potential as real-time video assistants, which continuously perceive environments and guide users to achieve specific goals. Unlike traditional passive video understanding, interactive assistants should actively combine visual states, us

中文介绍 提出OmniAssistBench,评测全模态大语言模型作为实时视频助手的交互能力。强调主动结合视觉状态和用户目标,提供引导,超越被动视频理解,推动Omni-LLMs在实际交互场景的应用。

Block3D: Efficient Text-to-3D Generation via Block-Wise Diffusion

👍 27

While text-to-3D generation has advanced rapidly, achieving high geometric fidelity at low inference cost remains challenging. Existing text-to-3D methods either decode discrete shape tokens autoregressively or iteratively refine global 3D representations with diffusion or flow models. However, auto

中文介绍 提出Block3D,通过分块扩散实现高效文本到3D生成,降低推理成本同时保持几何保真度。不同于自回归或全局3D表示迭代优化,它分块处理,减少计算负担,提升生成效率。

Beyond the Stability-Exploration Dilemma: Environmental Regularization for LLM Policy Optimization

👍 15

Policy optimization (PO) for Large Language Models faces a stability--exploration trade-off, currently mediated by an action-side Policy-KL regularizer. This puts practitioners in a double bind: keeping Policy-KL constrains response behavior and consumes the action-side exploration budget, while dro

中文介绍 提出环境正则化,解决LLM策略优化的稳定性与探索困境。相比动作侧Policy-KL约束,它不限制响应行为,保留探索预算,通过环境正则化平衡两者,改善策略学习效果。

ARC: Fair Relative Advantage Comparison in Open-Ended Real-World Interaction

👍 15

Open-ended real-world interaction admits multiple valid behaviors: an agent may answer directly, ask for clarification, provide progress updates, or confirm before acting. This flexibility breaks a core assumption behind group-based RL: rollouts compared within a group are no longer guaranteed to be

中文介绍 提出ARC,用于开放世界真实交互中的公平相对优势比较。针对多有效行为打破分组强化学习假设的问题,通过公平比较rollouts,改进基于组的策略优化,适应灵活交互场景。

Every Coin Has Two Sides: On the Dual Nature of Generalization in On-Policy Distillation of Large Language Models

👍 15

On-policy distillation (OPD) transfers teacher capabilities by supervising trajectories sampled from the student's own policy, yet its generalization behavior remains poorly understood, as most studies evaluate OPD on a single domain and on benchmarks close to the training data. We present a control

中文介绍 研究在线策略蒸馏的双重泛化性质,在多领域和基准上进行对照实验。不同于以往单域评估,它揭示OPD在训练分布外和分布内的泛化差异,为理解蒸馏行为提供新视角。

WorldMind: Decoupled Game World Model for State-Aware NPC Behavior

👍 13

Game world models have recently demonstrated promising capabilities in generating visually coherent and action-controllable gameplay videos. However, non-player character (NPC) behavior in existing models is either implicitly entangled with video generation or explicitly prescribed through external

中文介绍 提出WorldMind,解耦游戏世界模型与NPC行为,实现状态感知的NPC控制。不同于隐式纠缠或外部指定,它分离世界模型和NPC决策,提升游戏视频生成中NPC行为的可控性和一致性。

GameXpert-Bench: How Far Are Coding Agents from Expert Game Development?

👍 12

Recent large language models (LLMs) can operate as coding agents that build complete games from natural language requests. Game development is especially demanding because program logic, visual and audio content, interfaces, interaction and playability must function together in one executable artifa

中文介绍 推出GameXpert-Bench,评测编码Agent从自然语言构建游戏的能力。游戏开发要求逻辑、视觉、音频、界面和互动一体化,该基准衡量Agent在完整可执行游戏生成上的熟练度。

Quantization-Aware Healing: A Practical Recipe for Recovering Compressed, 4-Bit LLMs

👍 9

Serving large language models cheaply increasingly means shipping models that are both structurally compressed to a fraction of their parameters and quantized to 4 bits. Together these steps degrade reasoning, mathematics, coding, and long-context behavior enough to require a recovery, or healing, s

中文介绍 提出量化感知修复方法,恢复结构压缩和4位量化导致的LLM性能下降。通过训练后修复,弥补推理、数学、编码和长上下文能力的退化,提供实用配方恢复压缩模型。

One Success Isn't Reliability: Thinkingbox, a Sandbox and Benchmark for Agents in Stateful Business Workflows

👍 9

Recent agent benchmarks increasingly ground evaluation in executable environments, from code repair to web navigation, app APIs, and function calling. Yet completing consequential work beyond code requires more than producing a plausible response or valid tool call: agents must gather missing inform

中文介绍 推出Thinkingbox,一个沙盒和基准,评估Agent在状态化商业工作流中的可靠性。强调完成实际工作需收集缺失信息、维护状态和验证交付,而不仅产生响应,填补现有基准的空白。

AgentMercury: Your Agent Can Synthesize Verifiable Environments for Business Scenarios at scale

👍 9

Agents learn to act through interaction with environments, yet the environments used for training are often manually constructed or synthesized around predefined tasks and benchmarks. This task-centric paradigm makes it difficult to scale environments that reflect realistic and evolving workflows wh

中文介绍 提出AgentMercury,让Agent合成可验证的商业场景环境,解决环境扩展问题。与任务中心范式不同,它生成反映真实工作流的可扩展环境,支持大规模业务场景下的Agent学习和评估。

AutoResearch: Insight In, Hallucination Out

👍 8

Autonomous research systems are increasingly capable of executing long research workflows, yet automation alone does not ensure that the resulting process remains scientifically grounded. We introduce AutoResearch, a two-stage system that connects Idea Generation with Idea Execution to address both

中文介绍 提出AutoResearch,两阶段系统连接想法生成与执行,确保自主研究过程科学严谨。首阶段产生合理想法,次阶段执行并验证,减少幻觉,提升研究结果的可靠性。

Beyond Imitation: Filtering On-Policy Distillation by Reasoning Progress

👍 8

On-policy distillation (OPD) has emerged as an effective framework for post-training language models by pairing student-generated trajectories with dense token-level supervision from a teacher. However, OPD implicitly assumes that teacher-derived rewards are an appropriate proxy for reasoning progre

中文介绍 提出基于推理进展过滤的在线策略蒸馏方法。不同于依赖教师奖励作为推理进度的代理,它依据学生推理进展筛选轨迹,更有效地利用教师监督,提升后训练效果。

Task-CoEvolve: Efficient Harness Optimization via Adaptive Validation Task Selection

👍 7

We present a novel approach to efficient LLM harness optimization through adaptive validation task selection. Harness optimization iteratively rewrites the harness code based on validation performance, enabling substantial performance gains without updating the underlying model weights. Existing app

中文介绍 提出Task-CoEvolve,通过自适应验证任务选择优化harness。迭代重写harness代码,基于验证性能选择任务,无需更新模型权重即可显著提升性能,降低优化成本。

Daedalus-150M: A Convolution-Attention Hybrid Designed for CPU Inference

👍 7

Small language models are usually built like large ones and then squeezed onto a CPU afterwards. We did the opposite: we fixed the target first, one user, one token at a time, 4-bit weights, ordinary CPU, and chose the architecture to suit it. The result keeps full attention in only 6 of its 18 bloc

中文介绍 设计Daedalus-150M,面向CPU推理的卷积-注意力混合小模型。针对单个用户、单token、4位权重和普通CPU优化,仅在18个块中的6个使用全注意力,提升推理效率,适合资源受限部署。

LongWoF-Bench: Evaluating EvoMap Genes for Verifiable Long-Workflow Tasks

👍 6

Large language models are increasingly expected to execute complex workflows whose success depends on maintaining interdependent constraints and producing artifacts that satisfy strict end-to-end verification. Yet successful execution experience is typically lost after a single run, forcing subseque

中文介绍 推出LongWoF-Bench,评估EvoMap基因在可验证长任务工作流中的表现。关注维护复杂约束和产生满足端到端验证的成果,避免单次运行后经验丢失,推动工作流执行能力提升。

I gave my Grok Bot 3 X accounts. It got us 69.8M impressions. (full guide)

@chddaniel · 25.5K 粉丝 · 299.3K 阅 · 532 赞 · 26 转

69.8M impressions. 321K likes. 319K bookmarks. My brother David and I run these 3 X accounts as one content system. My Grok Bot is behind the ideas, the posts, the replies - everything. One post got

中文介绍 作者分享用其开发的 Grok Bot 管理 3 个 X 账号,实现 6980 万曝光、32.1 万点赞、31.9 万收藏的完整指南,内容包括自动化生成想法、发帖和回复,展示 AI 内容系统的高效运作。

What if everything goes right for AI? Learnings from the Aluminium trade.

@P_Bonnet · 5.7K 粉丝 · 262.7K 阅 · 519 赞 · 74 转

There are countless takes telling us why the AI buildout will result in a bubble that will collapse under its own weight. Some argue we are already in it, and that the subsequent meltdown will be

中文介绍 文章以铝业贸易历史为鉴,探讨 AI 建设若一切顺利可能带来的结果,反驳 AI 泡沫论,提供独特视角分析当前 AI 热潮的长期发展潜力。

Designing Grok Bot with Grok Bot

@johnbai · 11.7K 粉丝 · 181.3K 阅 · 565 赞 · 29 转

At SpaceXAI, we’re building agents that can take an idea and begin making it real. For designers, that changes what’s worth exploring. Design has always been a process of giving form to an idea:

中文介绍 SpaceXAI 的分享,重点介绍团队正在构建的代理系统,能够将想法转化为现实,并探讨这对设计师探索方向的影响,强调设计作为赋予想法形态的过程正在被 AI 改变。

how i built an SEO/AEO blog engine

@harsehaj · 3.3K 粉丝 · 135.1K 阅 · 507 赞 · 35 转

i proposed and executed an engineering project end-to-end this summer as a growth engineering intern at @browserbase: blogEO, an engine that audits, rewrites, and generates SEO/AEO-tailored blogs on

中文介绍 作者作为 Browserbase 的成长工程实习生,分享了名为 blogEO 的 SEO/AEO 博客引擎的开发全过程,该引擎能够审计、重写和生成优化后的博客内容,是一个完整的工程实践案例。

How to make money with Grok Bot

@EXM7777 · 132.1K 粉丝 · 126.3K 阅 · 504 赞 · 40 转

I'm going to show you how Grok Bot works, then hand you 10 workflows that drive real cash for your business... one specialized bot per workflow, running 24/7 on its own computer and i'll say it

中文介绍 博主演示 Grok Bot 的工作原理,并提供 10 个能够为业务带来实际收入的自动化工作流,每个流程配备专用机器人,24/7 运行在独立计算机上,强调其商业价值。

Deep Dive: The Next Trillion-Dollar Futures Market

@chamath · 2.4M 粉丝 · 81.1K 阅 · 595 赞 · 52 转

“I actually believe a new asset class will be buying futures of compute. We just don’t have enough compute power right now.” - Larry Fink, CEO of BlackRock Recent news moved that prediction closer to

中文介绍 文章围绕 BlackRock CEO Larry Fink 关于计算力期货将成为新资产类别的预测,结合最新消息进行深入分析,探讨这一万亿级市场的潜力和未来走向。

17 Skills I Would Install on a Fresh Hermes Setup (10x Powerful Hack)

@FareaNFts · 66.2K 粉丝 · 43.7K 阅 · 534 赞 · 39 转

If I wiped Hermes tomorrow and started from zero, I would not open a blank chat and "figure it out." I would install skills first. A raw Hermes install is smart. A skilled Hermes setup is unfair.

中文介绍 作者分享在一个全新的 Hermes 环境中优先安装的 17 个技能,而不是从空白对话开始,这样的设置能让 Hermes 的能力提升十倍,使其工作更加高效和强大。

What is harness engineering and why should I care?

@GoogleCloudTech · 1.3M 粉丝 · 35.3K 阅 · 526 赞 · 72 转

How do you ship a software product with 0 lines of manually-written code? A friend asked me this today, and I realized I didn’t have a simple answer. So I dug deeper. It turns out the answer is in how

中文介绍 Google Cloud Tech 探讨如何实现零手动代码交付软件产品,核心概念是“harness engineering”,即通过 AI 工具链将需求转化为代码,引发对软件开发流程变革的思考。

The Zero to Employable AI Engineering Roadmap

@_jaydeepkarale · 31.1K 粉丝 · 24.7K 阅 · 506 赞 · 86 转

A phase-by-phase path into AI engineering, with the specific courses, docs, and books worth your time at each stage, not just a list of skills to Google later Most AI engineering roadmaps are skill

中文介绍 提供一份从零基础到可就业的 AI 工程师学习路线图,分阶段列出具体课程、文档和书籍,强调每个阶段的关键资源,避免仅罗列技能,为学习者指明清晰路径。

I spent a day at a robot “carnival” in Shanghai. Here’s what I saw.

Humanoid robots are having a moment in China. The popular machines are part of the country’s strategy to bring artificial intelligence into daily life. Embedding the technology into physical systems—an idea called embodied AI—was a key facet of China’s latest five-year plan, and companies here are a

中文介绍 作者在上海参加机器人嘉年华,观察中国的人形机器人热潮。机器人是中国将AI融入日常生活的战略一部分,具身AI是五年计划重点。

The full stack behind abundant intelligence

OpenAI CFO Sarah Friar explains how advances across chips, compute, models, and products compound to deliver more useful intelligence at greater scale and lower cost.

中文介绍 OpenAI首席财务官Sarah Friar解释芯片、计算、模型和产品的进步如何共同推动更强大、更低成本的智能服务。

Disrupting a new covert influence campaign from Russia

OpenAI banned Russia-origin accounts using AI to promote a fake Israel-based think tank and a “sovereignty” index praising Russia and criticizing the West.

中文介绍 OpenAI封禁了俄罗斯相关账号,这些账号利用AI推广虚假的以色列智库和“主权”指数,赞扬俄罗斯并批评西方。

Introducing the Admin plugin for ChatGPT Work and Codex

Use the Admin plugin for ChatGPT Work and Codex to analyze workspace usage, manage members and permissions, adjust limits, and act on admin requests.

中文介绍 OpenAI为ChatGPT Work和Codex推出Admin插件,可分析工作区使用情况、管理成员和权限、调整限制并处理管理员请求。

How to encourage smarter AI use in the classroom

This article is from Making AI Work, MIT Technology Review’s limited-run newsletter examining how to apply LLMs across industries. To receive it in your inbox, sign up here. Chatbots took many schools by surprise upon their release a few years ago. Suddenly, students carried an app in their phones t

中文介绍 MIT技术评论探讨如何在课堂上鼓励更明智的AI使用,本文摘自其有限订阅通讯。

Advancing price-performance for developers with GPT‑5.6 in Kiro

GPT‑5.6 is now available in Kiro, helping developers plan, build, review, and test software with better price-performance.

中文介绍 OpenAI在Kiro中提供GPT-5.6,帮助开发者以更优性价比规划、构建、审查和测试软件。

Kids outlearn AI—and we still don’t know why

People have been talking to each other for at least 100,000 years, as best we can tell. And in all that time, there has been only one thing in the world that could learn a human language to perfect fluency: a human child. Now there are two. Four short years after the release of ChatGPT,…

中文介绍 MIT技术评论文章:儿童在学习语言方面胜过AI,原因仍未知。

not much happened today

**Agent harnesses** are becoming a key optimization focus, with NVIDIA research showing traditional skill checks poorly predict agent usefulness and proposing a new metric called **"Skill Lift"**. Open-source implementations of **persistent and self-modifying agents** like **Headlong** and **exo** e

中文介绍 Smol AI News:智能体框架成为优化焦点,NVIDIA提出新指标“技能提升”;开源实现持久和自修改智能体。

市场总览

美股整体处于高位震荡格局,SPY微涨0.32%报765.91,但仍接近52周高点(-1.73%),RSI 54.2中性,MACD出现死叉,短期动量放缓;QQQ涨0.62%但RSI 48.9,MACD死叉,中性偏弱。科技龙头中,MSFT涨0.9%,RSI 65.7偏强,但MACD柱为负;NVDA涨2.19%,RSI 49.6,MACD死叉。加密市场恐慌贪婪指数74(贪婪),但BTC-USD、ETH-USD、SOL-USD均超买(RSI>80/76/80),且24h下跌,总市值减少2.72%,警惕回调。中概股普遍弱势,BABA、PDD、JD、0700.HK均处于下行或中性,BABA五日跌6.8%,RSI 46.4。商品外汇中,黄金强劲,GC=F涨1.72%,RSI 77.1超买;原油大跌4.73%,RSI 46.9;美元兑人民币RSI 21.5超卖。VIX恐慌指数15.45处于低位,市场情绪偏乐观。整体技术面分化,部分资产动能减弱,超买资产面临回调压力。

今日关注

GC=F 黄金期货
偏上行

现价4720.5,近5日大涨8.12%,RSI 77.1进入超买区但趋势未改。价格远高于SMA20(4340.7)和SMA50(4197.06),MACD柱为正(129.4 vs 信号89.4),显示强劲多头动量。尽管超买可能隐含短期回调风险,但当前技术形态仍属偏上行。

CL=F WTI 原油期货
偏下行

现价80.99,单日大跌4.73%,五日累计跌4.65%,跌破SMA20(82.4)。RSI 46.9尚中性,但MACD柱收窄至1.088已非常贴近信号线0.979,若继续下探将形成死叉。价格仍高于SMA50(78.96)和SMA200(77.7),但短期动能明显减弱,技术面偏下行。

BTC-USD Bitcoin
中性

现价78732.25,近5日涨7.8%,但单日微跌0.29%。RSI 81.1严重超买,显示短线情绪过热。价格远高于SMA20(68216.7)和SMA50(65757.76),MACD为正(3740.9 vs 2166.3),但超买信号与贪婪指数74结合,可能面临回调压力。整体技术面呈中性偏震荡,不宜单边追多。

^TNX 10Y 美债收益率 (%)
中性

现价4.64,单日下跌1.38%,接近52周高点(-2.28%),但仍高于SMA20(4.68)下方一点。RSI 48.4中性,MACD柱0.025略低于信号0.032,动能偏弱。价格运行在SMA50(4.59)上方,整体趋势仍属多头,但短期动量减弱,建议中性观望。

USDCNY=X 美元 / 人民币
偏下行

现价6.71,RSI 21.5处于超卖区,且接近52周低点(跌幅-6.68%)。价格低于SMA20(6.74)、SMA50(6.77)和SMA200(6.88),形成空头排列。MACD为负(-0.012 vs -0.0102),显示下行趋势延续。尽管超卖可能引发反弹,但当前技术形态明确偏下行。

全部资产

^VIX

VIX 恐慌指数

$15.45 -2.52%
5 日
-2.46%
距 52w 高
-56.2%
RSI(14)
47.5
趋势
空头
SMA 20 / 50 / 200
15.72 / 16.65 / 18.45
MACD / 信号
-0.435 / -0.521
MACD 金叉 (3 天前)空头排列

^TNX

10Y 美债收益率 (%)

$4.64 -1.38%
5 日
-1.42%
距 52w 高
-2.3%
RSI(14)
48.4
趋势
多头
SMA 20 / 50 / 200
4.68 / 4.59 / 4.33
MACD / 信号
0.025 / 0.032
接近 52 周高多头排列

DX-Y.NYB

美元指数 DXY

$98.90 -0.10%
5 日
-0.75%
距 52w 高
-2.8%
RSI(14)
33.2
趋势
中性
SMA 20 / 50 / 200
99.64 / 100.45 / 99.17
MACD / 信号
-0.436 / -0.348
接近 52 周高

SPY

S&P 500 ETF

$765.91 +0.32%
5 日
-0.20%
距 52w 高
-1.7%
RSI(14)
54.2
趋势
多头
SMA 20 / 50 / 200
764.80 / 752.75 / 708.43
MACD / 信号
4.535 / 5.899
MACD 死叉 (3 天前)接近 52 周高多头排列

QQQ

Nasdaq 100 ETF

$710.72 +0.62%
5 日
-0.95%
距 52w 高
-5.1%
RSI(14)
48.9
趋势
中性
SMA 20 / 50 / 200
712.16 / 713.01 / 653.65
MACD / 信号
1.764 / 2.880
MACD 死叉 (2 天前)

AAPL

Apple

$309.90 -0.14%
5 日
-0.04%
距 52w 高
-10.1%
RSI(14)
47.8
趋势
中性
SMA 20 / 50 / 200
311.50 / 310.88 / 281.90
MACD / 信号
-1.439 / -1.290

MSFT

Microsoft

$491.71 +0.90%
5 日
+2.09%
距 52w 高
-11.2%
RSI(14)
65.7
趋势
中性
SMA 20 / 50 / 200
482.92 / 423.80 / 431.10
MACD / 信号
18.249 / 21.552

NVDA

Nvidia

$213.05 +2.19%
5 日
-3.04%
距 52w 高
-9.9%
RSI(14)
49.6
趋势
多头
SMA 20 / 50 / 200
214.58 / 207.81 / 195.43
MACD / 信号
2.194 / 3.458
MACD 死叉 (2 天前)多头排列

GOOGL

Alphabet

$346.96 -0.32%
5 日
+0.80%
距 52w 高
-15.1%
RSI(14)
48.7
趋势
中性
SMA 20 / 50 / 200
350.13 / 351.32 / 333.69
MACD / 信号
-1.807 / -1.768

TSLA

Tesla

$350.25 +0.37%
5 日
+3.97%
距 52w 高
-29.8%
RSI(14)
51.9
趋势
空头
SMA 20 / 50 / 200
332.27 / 363.73 / 402.28
MACD / 信号
-1.733 / -6.864
空头排列

META

Meta

$570.05 +1.97%
5 日
+4.85%
距 52w 高
-27.9%
RSI(14)
46.4
趋势
空头
SMA 20 / 50 / 200
573.57 / 592.86 / 623.46
MACD / 信号
-12.469 / -11.024
空头排列
加密恐慌贪婪
74
贪婪
加密总市值
$2.66 T
-2.72% / 24h
BTC 主导率
59.2%
ETH 11.1%
24h 成交量
$104.9 B
活跃币 18,683

BTC-USD

Bitcoin

$78,732.25 -0.29%
5 日
+7.80%
距 52w 高
-37.6%
RSI(14)
81.1
趋势
中性
SMA 20 / 50 / 200
68,216.70 / 65,757.76 / 69,126.72
MACD / 信号
3,740.932 / 2,166.251
RSI 超买

ETH-USD

Ethereum

$2,451.33 -1.23%
5 日
+5.37%
距 52w 高
-48.5%
RSI(14)
76.4
趋势
中性
SMA 20 / 50 / 200
2,076.64 / 1,947.61 / 2,012.24
MACD / 信号
157.851 / 103.165
RSI 超买

SOL-USD

Solana

$96.97 -1.61%
5 日
+10.65%
距 52w 高
-61.7%
RSI(14)
80.8
趋势
中性
SMA 20 / 50 / 200
81.60 / 78.04 / 81.30
MACD / 信号
5.575 / 3.287
RSI 超买

BABA

阿里巴巴 (BABA)

$119.44 +0.82%
5 日
-6.80%
距 52w 高
-38.0%
RSI(14)
46.4
趋势
中性
SMA 20 / 50 / 200
124.73 / 114.60 / 137.31
MACD / 信号
1.473 / 2.775
MACD 死叉 (2 天前)

PDD

拼多多 (PDD)

$87.75 +0.78%
5 日
+0.55%
距 52w 高
-37.1%
RSI(14)
50.6
趋势
中性
SMA 20 / 50 / 200
88.88 / 84.77 / 100.09
MACD / 信号
0.530 / 0.833

JD

京东 (JD)

$29.36 +0.55%
5 日
+1.87%
距 52w 高
-20.3%
RSI(14)
42.9
趋势
多头
SMA 20 / 50 / 200
31.06 / 29.28 / 29.24
MACD / 信号
-0.290 / 0.053
金叉(SMA50↑SMA200) (1 天前)多头排列

0700.HK

腾讯控股 (0700.HK)

HK$442.00 +0.45%
5 日
-0.09%
距 52w 高
-35.3%
RSI(14)
43.2
趋势
空头
SMA 20 / 50 / 200
463.14 / 453.88 / 524.57
MACD / 信号
-4.520 / -1.718
空头排列

GC=F

黄金期货

$4,720.50 +1.72%
5 日
+8.12%
距 52w 高
-15.5%
RSI(14)
77.1
趋势
中性
SMA 20 / 50 / 200
4,340.70 / 4,197.06 / 4,505.84
MACD / 信号
129.418 / 89.407
RSI 超买

CL=F

WTI 原油期货

$80.99 -4.73%
5 日
-4.65%
距 52w 高
-32.2%
RSI(14)
46.9
趋势
多头
SMA 20 / 50 / 200
82.40 / 78.96 / 77.70
MACD / 信号
1.088 / 0.979
多头排列

USDCNY=X

美元 / 人民币

¥6.71 -0.16%
5 日
-0.44%
距 52w 高
-6.7%
RSI(14)
21.5
趋势
空头
SMA 20 / 50 / 200
6.74 / 6.77 / 6.88
MACD / 信号
-0.012 / -0.010
RSI 超卖接近 52 周低空头排列
风险提示

过去走势不代表未来表现,技术指标基于历史数据,可能滞后或失效。本文仅提供客观指标解读,不构成任何投资建议,投资需谨慎,仅供技术指标解读参考。

Australia news live: Ooshies trend sees profit boom for Woolworths; productivity commissioner says ‘line was crossed’ by WA premier in GST scuffle

Follow updates live Get our breaking news email, free app or daily news podcast Angela Jackson, the commissioner of the Productivity Commission, said the body stands by the interim report into the GST, which found the deal with Western Australia to be a costly mistake that should be reversed. Jackso

中文摘要 澳大利亚生产力专员安吉拉·杰克逊表示,委员会坚持关于商品及服务税分配的临时报告,该报告认为与西澳大利亚州的协议代价高昂且应受质疑。同时,Woolworths因Ooshies潮流利润大增。

Worker Dies After Accident With Plane at Montreal Airport

The Transportation Safety Board of Canada said the episode involved an Airbus A350 operated by French Bee, a French low-cost airline.

中文摘要 加拿大蒙特利尔机场发生事故,一名工人死亡。加拿大交通安全委员会称,事故涉及法国廉价航空公司French Bee运营的空客A350飞机。

Christian Convert Who Fled Iran and Was Deported By Trump Finds New Home

Artemis Ghasemzadeh, who had escaped religious persecution, was deported to Panama under Trump’s immigration crackdown. Now, Canada has given her asylum.

中文摘要 因宗教迫害逃离伊朗的基督教皈依者阿尔忒弥斯·加塞姆扎德,在特朗普移民打击下被驱逐至巴拿马,现已被加拿大接纳并给予庇护。

U.S. ‘Economic D-Day’ Targets More Than Just Iranian Oil

The United States threatened sanctions for any country or entity that engages with Iran’s gold, digital assets, aviation, shipping and tech industries. Here’s why that matters.

中文摘要 美国威胁对与伊朗黄金、数字资产、航空、航运和科技行业有往来的任何国家或实体实施制裁,此举被称为“经济D日”,影响远超石油。

Brazil fines TikTok $30m for child data privacy violations

Owner ByteDance ordered to erase illegally obtained child data in Brazil as crackdown on tech giants intensifies.

中文摘要 巴西因TikTok违反儿童数据隐私规定对其罚款3000万美元,并要求其母公司字节跳动删除非法获取的儿童数据,显示对科技巨头的打击加剧。

Why can’t America agree on what time it is?

Why can’t America agree on what time it is?

中文摘要 美国各州对时间定义存在分歧,导致全国无法统一时间,此现象引发关注。

US judge blocks Ohio law requiring proof of citizenship to register to vote

The amended law was an attempt by state Republicans to crack down on unproven claims of voting by noncitizens.

中文摘要 美国法官阻止俄亥俄州要求选民登记时提供公民身份证明的法律,该法律是共和党人针对非公民投票的未经证实指控的举措。

Who was the ‘Queen of Country’ Dolly Parton?

‘Queen of Country’ has died at 80 in Nashville, her family and representatives announced.

中文摘要 美国乡村音乐天后多莉·帕顿在纳什维尔去世,享年80岁,其家人和代表宣布了这一消息。

Seven killed in Gaza as Israeli strike ‘destroys’ aid supply warehouse

Health Ministry warns of 'complete collapse of the basic necessities of life' in Gaza as Israel's attacks continue.

中文摘要 以色列空袭摧毁加沙一处援助物资仓库,造成7人死亡。卫生部警告,加沙基本生活必需品可能“完全崩溃”。

US soldier who called for Trump impeachment facing military charges

Major Jason Watson faces charges under rarely-used military law prohibiting criticism of the US president.

中文摘要 美国少校杰森·沃森因呼吁弹劾特朗普而面临军事指控,该指控依据的是禁止批评总统的罕见军事法律。

US lawmakers urge Trump team to free of American student held by Israel

Congress members call on Marco Rubio to 'use every tool' at his disposal to secure release of 20-year-old Sama Safi.

中文摘要 美国国会议员敦促特朗普政府利用“一切工具”促使以色列释放被扣押的美国学生萨玛·萨菲(20岁),并呼吁国务卿马尔科·卢比奥采取行动。

Syrian Democratic Forces announce their dissolution

The Kurdish-led Syrian Democratic Forces will dissolve as an independent military force under an agreement with Damascus

中文摘要 库尔德人领导的叙利亚民主力量宣布将解散其独立军事力量,这是与叙利亚政府达成协议的一部分。

FBI raided Spanish vacation rental of wealthy leftwing funder James ‘Fergie’ Chambers after his arrest

Lawyer Baltasar Garzón, representing Chambers, said case against his client is ‘very strange’ as US requests extradition FBI agents raided the Ibiza, Spain, vacation rental of 41-year-old James “Fergie” Chambers, a US citizen and wealthy donor to leftwing and humanitarian projects worldwide, in the

中文摘要 美国联邦调查局突袭了富裕左翼资助人詹姆斯“弗格森”钱伯斯在西班牙伊比沙岛的度假租赁屋,其律师巴尔塔萨·加尔松称此案“非常奇怪”。

How U.S.-Canada Tariff Negotiations Turned Into an All-Out Trade War

Detailed accounts of the final hours of the negotiations show that, while the United States offered Canada what it said was the best deal of any country, what Canada had to give up in exchange was seen as unthinkable.

中文摘要 美加关税谈判演变为全面贸易战。详细记录显示,尽管美国声称提供最佳协议,但加拿大需付出代价被视为不可接受。

Nigeria launches operation to rescue 600 kidnapped victims

Nigerian President Bola Ahmed Tinubu announced a rescue operation on Tuesday for victims of 600-person mass abduction.

中文摘要 尼日利亚总统博拉·艾哈迈德·蒂努布宣布启动救援行动,以营救600名被大规模绑架的受害者。

AI gold rush draws crypto firms away from Bitcoin

The price of Bitcoin has risen in August but is still far below its peak almost a year ago - and companies are refitting their mines.

中文摘要 AI热潮吸引加密货币公司转向人工智能领域,导致比特币价格在8月虽有所上涨,但仍远低于近一年前的峰值,相关企业正重新改造其挖矿设施。

Firms scramble for battery power in Spain and Portugal

After last year's massive power failure Spanish and Portuguese firms are buying battery back ups.

中文摘要 西班牙和葡萄牙的企业在去年大规模停电后,正争相购买电池备用电源,以保障电力供应稳定。

Back to school: How to save on uniform costs

From baby banks to supermarket deals, there are many ways parents can ease the back-to-school burden.

中文摘要 开学季来临,家长可通过婴儿银行、超市优惠等多种方式节省校服费用,减轻返校经济负担。

Winter energy prices expected to rise to three-year high

Millions of households will be affected by an increase in the energy price cap by regulator Ofgem.

中文摘要 英国能源监管机构Ofgem预计将上调能源价格上限,冬季能源价格可能升至三年新高,数百万家庭将受影响。

Xi’s Unprecedented Tax Clawback Hammers Chinese Listed Companies

During more than two decades as a public company, Heilongjiang Agriculture Co. never once reported a first-half loss. That run is ending this year.

中文摘要 中国上市公司黑龙江农业因前所未有的税收追缴而遭受重创,该公司上市二十多年来首次出现上半年亏损。

Asian Stocks Set to Gain as Oil Extends Declines: Markets Wrap

Asian stocks were set to advance as falling oil prices eased inflation concerns and pushed bond yields lower, while traders awaited Nvidia Corp.’s earnings for fresh clues on the outlook for artificial intelligence.

中文摘要 亚洲股市预计上涨,因油价下跌缓解通胀担忧并压低债券收益率,同时交易员等待英伟达财报以获取人工智能行业前景线索。

Latest Oil Market News and Analysis for Aug. 26

Oil extended declines as Iran and Oman discussed an “interim framework” aimed at resuming shipping through the Strait of Hormuz.

中文摘要 油价延续跌势,因伊朗和阿曼讨论旨在恢复霍尔木兹海峡航运的“临时框架”。

Fusion Firm Gets Major Monetary Boost

Commonwealth Fusion Systems has raised around $4 billion in order to work toward commercializing fusion energy, that's about 30% of the total capital raised by the fusion industry to-date, according to CFS. In explaining on Bloomberg Businessweek what fusion is, the company's CEO Bob Mumgaard says t

中文摘要 联邦聚变系统公司已筹集约40亿美元用于聚变能源商业化,约占该行业迄今总筹资额的30%。

2026 Best Cities for Work Revealed

Indeed Hiring Lab measured 40 metrics across six pillars against hundreds of US metro-areas to determine which cities are the best for workers in 2026. Laura Ullrich, Director of Economic Research at Indeed Hiring Lab, explains that its not about where company's are headquartered or where its best t

中文摘要 Indeed招聘实验室通过衡量六个维度的40项指标,评选出2026年最适合工作的美国城市,强调并非基于公司总部所在地。

How LeBron James Scored $300 Million From Insurers

When LeBron James signed up to lead the Los Angeles Lakers to NBA glory with a $154 million contract in 2018, it wasn’t the biggest deal he did that year. His limited liability company borrowed almost $300 million from two Midwestern life insurers, Sridhar Natarajan explains. (Source: Bloomberg)

中文摘要 勒布朗·詹姆斯在2018年与湖人签下1.54亿美元合同,但当年最大交易是其有限责任公司从两家中西部人寿保险公司借款近3亿美元。

Northrop CEO on Defense Spending, Golden Dome System

Northrop Grumman Chair, CEO and President Kathy Warden discusses doing business with the Trump administration, working on the Golden Dome space defense system and how geopolitical tensions and active conflicts are fueling a global defense spending boom. She speaks with Bloomberg's Kailey Leinz at a

中文摘要 诺斯罗普·格鲁曼首席执行官凯西·沃登讨论与特朗普政府合作、金色穹顶太空防御系统,以及地缘政治紧张局势推动全球国防开支激增。

Conference Board CEO: Consumers Worried About the Future

Steve Odland, CEO of The Conference Board, discussed the recent consumer confidence data showing a significant divergence between current sentiment and future expectations. The present situation index increased by 6.8 points, reflecting consumers' relatively positive feelings due to full employment

中文摘要 世界大型企业联合会首席执行官史蒂夫·奥德兰表示,消费者信心数据显示当前情绪与未来预期存在显著分歧,现况指数上升6.8点。