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2026-09-10

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ayghri/i-have-adhd

Python · ★ 36,765 · 🍴 2,132 · 📈 3,854 stars today

A skill to stop your coding agent from burying the answer. ADHD-friendly output.

中文介绍 编码AI助手的输出优化插件,强制代理跳过铺垫直接给出答案,使输出简洁聚焦、减少冗余信息,适合需要快速获取关键信息的开发者日常使用。

bilawalsidhu/gods-eye-view

JavaScript · ★ 22,414 · 🍴 4,754 · 📈 1,588 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 基于真实开源数据的浏览器端间谍卫星模拟器,在照片级3D地球仪上实时呈现全球空间智能数据,提供类似侦察卫星的沉浸式地球观测体验。

obra/superpowers

Shell · ★ 284,425 · 🍴 25,436 · 📈 731 stars today

An agentic skills framework & software development methodology that works.

中文介绍 面向AI Agent的技能框架与开发方法论,让代理式智能体具备可实际落地的编码能力和系统化工作流程,解决Agent技能泛而不精的问题。

alsk1992/CloddsBot

TypeScript · ★ 1,353 · 🍴 240 · 📈 299 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交易代理,自主覆盖Polymarket、Kalshi、Binance等1000+预测市场,自动扫描套利机会、即时执行交易并管理风险敞口,7×24无人值守运行。

Tencent/teamai-cli

TypeScript · ★ 3,530 · 🍴 221 · 📈 837 stars today

Make Every Team AI Native

中文介绍 腾讯云出品的CLI工具,帮助开发团队快速接入AI能力、改造现有工作流,推动工程团队实现AI原生化开发体验,降低AI集成落地门槛。

AlexsJones/llmfit

Rust · ★ 35,531 · 🍴 2,258 · 📈 247 stars today

Hundreds of models & providers. One command to find what runs on your hardware.

中文介绍 一条命令检测本地硬件可运行的LLM模型清单,整合数百个模型和提供商的硬件要求数据,快速判断显存与算力匹配度,避免盲目下载浪费资源。

liquidslr/system-design-notes

★ 18,465 · 🍴 3,454 · 📈 891 stars today

Notes of the book System Desgin Interview - An Insider's Guide

中文介绍 《系统设计面试》一书学习笔记合集,系统梳理分布式架构核心概念、常见设计模式与面试策略,适合准备大厂系统设计面试的工程师参考查阅。

cathrynlavery/diagram-design

HTML · ★ 37,330 · 🍴 2,371 · 📈 1,287 stars today

38 editorial diagram types for Claude Code, Codex, and Pi. Self-contained HTML + SVG. No shadows. No Mermaid slop.

中文介绍 38种编辑级技术图表模板,以自包含HTML+SVG格式提供,专供Claude Code、Codex等AI编码工具生成高质量信息图表,拒绝千篇一律的Mermaid风格。

freestylefly/awesome-gpt-image-2

JavaScript · ★ 30,630 · 🍴 2,968 · 📈 957 stars today

Prompt as Code | GPT Image 2 / 2.5 提示词与案例库,530+ 个案例、20+ 套工业级模板与可复用 Skills,新增 2.5 同提示词对比专区,附完整提示词与生成记录,持续更新。

中文介绍 GPT Image 2/2.5提示词工程案例库,含530+案例、20+工业级模板与可复用Skills,新增同提示词对比专区,附完整生成记录,持续更新维护。

armory3d/armorpaint

C · ★ 4,259 · 🍴 510 · 📈 73 stars today

Graphics Creation Tools

中文介绍 3D图形与资产创作工具集,面向图形内容创作者和开发者,提供模型生成与渲染等工具链能力,帮助快速搭建3D内容生产流程。

diegosouzapw/OmniRoute

TypeScript · ★ 63,853 · 🍴 8,949 · 📈 591 stars today

Never stop coding. Free MIT AI gateway: one endpoint, 352 providers (150+ free), 1200+ models Kimi, Claude, GPT, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A, Desktop/

中文介绍 免费开源AI网关,单一端点接入352个提供商、1200+模型(含150+免费),兼容Claude Code、Cursor等主流编码工具,免去逐一配置密钥的麻烦。

JustVugg/colibri

C · ★ 27,302 · 🍴 2,998 · 📈 157 stars today

Run frontier MoE models on hardware you already own — pure C, zero deps, experts streamed from disk. Tiny engine, immense model. 🐦

中文介绍 纯C语言实现、零依赖的轻量MoE推理引擎,专家参数从磁盘流式加载,让普通硬件也能运行前沿MoE大模型,无需GPU集群即可本地部署推理。

THU-MAIC/OpenMAIC

TypeScript · ★ 34,968 · 🍴 5,598 · 📈 806 stars today

Open Multi-Agent Interactive Classroom — Get an immersive, multi-agent learning experience in just one click

中文介绍 清华团队推出的多智能体交互课堂,一键生成沉浸式多Agent教学场景,通过多角色协作对话让复杂概念学习更直观,适合教育和自学场景。

nashsu/llm_wiki

TypeScript · ★ 17,849 · 🍴 2,090 · 📈 94 stars today

LLM Wiki is a cross-platform desktop application that turns your documents into an organized, interlinked knowledge base — automatically. Instead of traditional RAG (retrieve-and-answer from scratch every time), the LLM incrementally builds and maintains a persistent wiki from your sources。

中文介绍 跨平台桌面应用,利用LLM自动将文档转化为结构化互联知识库,替代传统RAG从零检索模式,适合需要管理大量技术文档的团队和个人使用。

vercel-labs/skills

TypeScript · ★ 30,912 · 🍴 2,645 · 📈 125 stars today

The open agent skills tool - npx skills

中文介绍 Vercel开源的Agent技能管理工具,通过npx skills命令为AI代理安装和管理技能包,以npm包管理方式标准化代理能力的扩展与分发流程。

vastsa/PI-Desktop

TypeScript · ★ 2,095 · 🍴 180 · 📈 636 stars today

Local-first AI coding agent desktop: Electron + Rust host core + pi Agent Harness + user-installable plugins

中文介绍 本地优先的AI编码代理桌面应用,采用Electron+Rust架构,内置pi Agent Harness并支持用户自定义插件,实现完全离线的编码辅助。

OpenWAM: An Open, Modular Exploration Towards Systematic World-Action Model Pretraining

👍 59

World-Action Models inherit world knowledge from video-generative priors, and channel it into executable control signals through embodied experience. Existing systems, however, are monolithic: the generative backbone, visual representation, architecture, information flow, inference procedure, and tr

中文介绍 提出开放式模块化World-Action Model预训练框架,将生成主干、视觉表示、架构、信息流、推理与训练流程解耦为独立组件,便于系统性探索世界知识向可控执行信号的迁移。

Show-Harness: Just a VLM Agent Can Play Robots

👍 54

Foundation vision-language models (VLMs) exhibit broad intelligence about the world, yet translating this intelligence into robot control remains challenging. We present Show-Harness, an Embodied Harness that enables VLMs to "play" robots through a compact semantic interface linking intent to action

中文介绍 提出Embodied Harness框架,通过紧凑的语义接口将VLM的世界智能转化为机器人控制信号,无需大量定制即可让基础视觉语言模型直接操控机器人。

Programmable World Model

👍 40

Recent video world models generate increasingly realistic and interactive visual experiences, yet lack reliable mechanisms for maintaining persistent world state and enforcing programmable rules over extended interactions. We introduce Programmable World Model, a framework that decouples world-state

中文介绍 提出可编程世界模型框架,将世界状态管理与视频生成解耦,支持在长交互中维持持久世界状态并执行可编程规则,弥补现有视频世界模型缺乏状态一致性控制的缺陷。

VDiff-Bench: A Challenging Benchmark for Fine-Grained Image Difference Identification

👍 30

Multimodal Large Language Models (MLLMs) perform strongly on general visual understanding tasks such as visual question answering, yet they often struggle with a basic comparative skill: identifying what has changed between two similar images. We introduce VDiff-Bench, a challenging multiple-choice

中文介绍 针对多模态大模型难以识别相似图像间细微差异的弱点,构建VDiff-Bench基准,以多选题形式评测模型对精细图像差异的识别能力,揭示现有MLLM在比较类任务上的明显短板。

AgentGrad: Intervention-guided Prompt Optimization for Multi Agent Systems

👍 28

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多智能体系统性能受prompt设计制约的问题,提出AgentGrad干预引导式prompt优化方法,通过自然语言反馈指导各智能体prompt更新,系统性提升多智能体协作表现。

WearableQA: A Benchmark for Health Reasoning over Real-World Wearable Data

👍 26

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 构建包含4,084道十选项多选题的WearableQA基准,基于真实用户纵向可穿戴设备数据评测AI系统的健康推理能力,填补现有基准缺乏长时程生理与行为信号推理评测的空白。

RoboSPA: Can VLA Models Go Beyond Simple Scenes and Short-Horizon Tasks?

👍 21

Vision-Language-Action (VLA) models have shown promising progress in language-conditioned robotic manipulation. However, existing datasets and benchmarks mainly evaluate task completion under predefined settings, offering limited insight into model reasoning under increasing spatial and procedural c

中文介绍 评估VLA模型在复杂场景与长时程任务中的表现,突破现有数据集仅在前定义设置下评测任务完成率的局限,探索模型在空间与流程复杂度递增条件下的推理能力边界。

CoVeR: Coverage-Based Token Pruning for Multi-View 3D Reasoning in VLMs

👍 20

Representing a 3D scene as multi-view images allows 2D VLMs to reason in 3D by reusing priors from pre-training, sidestepping the scarcity of annotated 3D data. However, it produces thousands of redundant visual tokens whose cost grows with every view. Existing visual token pruners fall into two fam

中文介绍 针对多视角3D推理中VLM产生大量冗余视觉token的问题,提出CoVeR基于覆盖度的token剪枝方法,在保留3D场景关键信息的同时显著降低多视角表示的计算开销。

SWE-Bench Pro Verified: A Reliable Benchmark for Software Engineering Agents

👍 17

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 针对SWE-Bench Pro中gold solution泄露与hidden evaluation导致的reward hacking问题,提出SWE-Bench Pro Verified改进版,提升软件工程智能体评测的可靠性。

Cadence: Error-Bounded Lossy Compression of Demand Time Series with a Time-Series Foundation Model

👍 16

We present Cadence, an error-bounded lossy compressor for numeric time series pairing a 330M-parameter time-series foundation model (Google TimesFM-3) with an adaptive arithmetic coder, guaranteeing |x_t-x_t|leτ on every sample. One negative result constrains the design space: for lossless coding a

中文介绍 提出Cadence误差有界有损时序压缩方法,结合330M参数的TimesFM-3时序基础模型与自适应算术编码,逐样本保证压缩误差|x_t-x̂_t|≤τ,并给出无损编码不可行的负结论约束设计空间。

SAEScientist-Bench: Can AI Agents Conduct Autonomous SAE Interpretability Research?

👍 15

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 提出SAEScientist-Bench基准,评测AI智能体能否自主开展SAE可解释性研究,聚焦递归自我改进中缺失的事后模型审计与理解环节,验证智能体在机制可解释性任务上的能力。

ReactVAU: A Slow-Fast Decoupled Framework for Streaming Video Anomaly Understanding

👍 15

In this paper, we propose ReactVAU, a Slow-Fast Decoupled Framework for real-time streaming Video Anomaly Understanding (VAU). Existing VAU methods rely on offline inference with global temporal sampling, which violates causality and prevents deployment in live surveillance streams. Conversely, gene

中文介绍 提出ReactVAU慢-快解耦框架用于实时流式视频异常理解,摒弃离线全局时序采样导致的因果性违背,实现可部署于实时监控场景的在线推理。

Recognition-Refusal Misalignment in LLMs: Why Models Answer Structurally Unanswerable Questions

👍 15

Large language models often answer structurally unanswerable questions, such as computing cot(-540°) or evaluating (1).startswith("1"), instead of abstaining. We ask whether this failure reflects missing recognition or failed routing from recognition to abstention. Across instruction-tuned models fr

中文介绍 研究LLM回答结构性不可回答问题(如cot(-540°))而非拒答的根源,区分是识别能力缺失还是从识别到拒答的路由失败,跨多个指令微调模型进行系统验证。

Scores Alone Do Not Prove Discovery: The Discovery Certification Protocol for Auditing AI Research Agents

👍 14

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 提出发现认证协议DCP,将AI研究智能体的成果声明转化为可执行的恢复与反馈测试,Gate 1验证密封评测上的有效改进,Gate 2验证新场景泛化能力。

A*-Thought-V2: Efficient Latent Reasoning via Geometric Dynamics of LLM

👍 11

Chain-of-Thought (CoT) improves the reasoning ability of Large Language Models (LLMs) but incurs substantial computation and context costs. Existing methods either lose intermediate information through hard pruning or lack a principled criterion for continuous compression. We present A*-Thought-V2,

中文介绍 提出A*-Thought-V2高效隐式推理方法,基于LLM的几何动力学原理实现连续压缩,避免CoT硬剪枝导致的信息丢失,在降低计算与上下文开销的同时保持推理质量。

DianShi-RxnDB: A Large-Scale, Fine-Grained Organic Reaction Data Platform Built via a Fully Automated Pipeline for Researchers and AI Agents

👍 8

High-quality structured organic reaction data are essential for developing artificial intelligence for chemistry (AI4Chem), yet much of this knowledge remains dispersed across patent text, images, and reaction schemes. We present DianShi-RxnDB, a large-scale, fine-grained organic reaction data platf

中文介绍 提出DianShi-RxnDB大规模精细有机反应数据平台,通过全自动管线从专利文本、图像与反应方案中构建结构化数据,为AI4Chem研究和智能体应用提供数据基础设施。

RelightFormer: Feed-forward Generative Transformer for Multiview Object Relighting

👍 8

Image relighting is traditionally tackled via complex inverse rendering pipelines, which suffer from ill-posed optimization, or single-image generative models that ignore crucial multi-view cues necessary for understanding 3D geometry and material interactions. To address these limitations, we intro

中文介绍 提出RelightFormer前馈生成Transformer用于多视角物体重光照,利用多视角线索理解3D几何与材质交互,克服传统逆渲染的优化不稳定性与单图生成模型忽略3D信息的局限。

SyncWorld: Visual Calibration Enables World Models as Zero-Shot Simulators

👍 7

World models are increasingly used as policy-in-the-loop imagination environments, where reliable rollouts require fine-grained controllability with respect to low-level robot actions. A key obstacle to scaling such models in robotics is that actions are not a universal language in pixel space: chan

中文介绍 提出SyncWorld通过视觉校准实现世界模型的零样本模拟能力,解决像素空间中机器人动作缺乏通用语言的问题,使世界模型可作为策略环想象环境支持细粒度可控rollout。

Revisiting Complete Reasoning Traces for Post-Training

👍 7

Large language models (LLMs) are often post-trained on pre-collected reasoning trajectories to improve their reasoning capability. Such trajectories tend to be long due to complex, interwoven paths, which often include detours on the path toward the answer. However, it has been underexplored whether

中文介绍 研究后训练中完整推理轨迹的必要性,指出预收集的推理轨迹因复杂交织路径常含绕路,探讨是否可采用更精简的推理路径作为后训练数据以降低成本。

Φ-Bench: Can Large Language Models Engineer the Infrastructure That Powers Them?

👍 6

Large language models (LLMs) have demonstrated remarkable capabilities in reasoning and code generation, raising the prospect that they could assist in developing and optimizing the very infrastructure that powers them. However, existing benchmarks mainly focus on isolated kernels, predefined operat

中文介绍 提出Φ-Bench基准,评测LLM能否设计并优化驱动自身的系统基础设施,超越现有仅关注孤立kernel和预定义算子的评测,探索模型在基础设施工程层面的能力边界。

10 Ways People Are Making Money With GPT-6 Astra

@sairahul1 · 143.5K 粉丝 · 1.5M 阅 · 561 赞 · 53 转

Someone gave GPT-6 Astra $52. 13 hours later: $11,345.95. Someone else gave it $43.47 and one instruction. It turned that into $41,495 overnight. Someone went to sleep. Woke up to $200 in their

中文介绍 汇总 GPT-6 Astra 自动化赚钱案例:$52 起步获 $11,345,$43 一夜变 $41,495,展示 AI 代理自主经营的收入潜力与代理经济模式。

What Happens When AI Starts Improving AI?

@apexin_ai · 395 粉丝 · 281.6K 阅 · 500 赞 · 84 转

Astra shows how far AI has come. What takes it further? The continued progress of today’s most capable models depends on smarter decisions before training, better strategies during training, and more

中文介绍 探讨 AI 自我改进路径:训练前决策优化、训练策略改进、推理效率提升三个层面协同驱动,分析前沿模型持续进化的飞轮效应。

How to use ChatGPT Astra for UGC so well it feels illegal

@lucaspatiri_ · 5.8K 粉丝 · 275.5K 阅 · 506 赞 · 41 转

openai shipped its most capable model on september 3. i wasn't going to write this. we've generated 2.6 billion organic views across 62 campaigns, managed 590 creators, and produced 22,504 tracked

中文介绍 UGC 团队 Astra 实操分享:62 个 campaign 累计 26 亿自然播放,管理 590 位创作者,产出 22,504 条追踪内容,方法感似作弊。

From GPT-5.6 Sol to GPT-6 Astra: Why Am I Repeating Myself?

@BradGroux · 6.6K 粉丝 · 229.0K 阅 · 561 赞 · 118 转

I've been using GPT-6 Astra with the workflow I developed around GPT-5.6: documented task scope, repository context, standard operating procedures, and verification before delivery. In my testing,

中文介绍 GPT-5.6 Sol 升级到 GPT-6 Astra 工作流体验:沿用任务范围文档化、SOP、交付前验证流程,能力提升明显但重复劳动仍存。

How to design brand mascots with AI (krea). No experience needed

@semochkin_alex · 1.5K 粉丝 · 191.5K 阅 · 507 赞 · 44 转

Hi, I'm Alex, cofounder at @relate_studio. In this tutorial, I'll walk you through how we design brand mascots with AI: finding first concepts in Krea, refining the best direction in Nano Banana 2,

中文介绍 品牌吉祥物 AI 设计教程:先用 Krea 探索初始概念方向,再用 Nano Banana 2 精修细节,零基础也能上手的品牌视觉设计工作流。

Pushing Local AI Forward

@MiaAI_lab · 27.4K 粉丝 · 180.6K 阅 · 505 赞 · 58 转

For the past three months I’ve been building and shipping local AI recipes, mostly for NVIDIA DGX Spark systems. What started as a personal project has grown far beyond what I expected. My GitHub

中文介绍 持续三个月为 NVIDIA DGX Spark 构建本地 AI 食谱项目,从个人实验发展为规模化开源仓库,推动本地化 AI 部署的社区实践。

Reducing cost and improving performance with Claude Platform

@ClaudeDevs · 683.4K 粉丝 · 106.4K 阅 · 1.3K 赞 · 70 转

Tuning prompt caching, instructions, and effort can reduce Claude's cost without sacrificing application performance. Performance and cost are often viewed as a trade-off: to spend less, you accept

中文介绍 Anthropic 官方教程:优化 prompt 缓存、指令和推理力度(effort),可同时降低 Claude 成本并提升性能,打破两者必取其一的取舍。

How to Use GPT-6 Astra to Find Profitable Trading Strategies 24/7

@RohOnChain · 68.8K 粉丝 · 102.3K 阅 · 524 赞 · 48 转

I will break down exactly how to build an AI agent like hedge funds that finds profitable trading strategies from the markets 24/7 with GPT-6 Astra. Let's get straight to it. Bookmark This - I'm

中文介绍 拆解用 GPT-6 Astra 搭建 24/7 交易代理:自动扫描市场数据、发现盈利策略,复刻对冲基金的量化 AI 工作流全流程。

Using Grok Bot: Figma Photomosaics

@mattyp · 60.1K 粉丝 · 82.8K 阅 · 515 赞 · 56 转

You may have seen some three-panel mosaics on your timeline. Here's how you can create them with @bot in @figma. Any designer knows how they'd make one, it's just a bit of a pain in the ass. So we

中文介绍 用 Grok Bot 在 Figma 中自动生成三格拼贴画(Photomosaics),将设计师原本繁琐的手动拼接流程转为 AI 一键出图,省时省力。

Personal statement on joining the OpenAI board

@paulfchristiano · 5.3K 粉丝 · 70.7K 阅 · 654 赞 · 96 转

I am excited to be joining the OpenAI nonprofit board, serving on the Safety and Security Committee to support safety oversight. Based on the recent trajectory of capabilities and the continued

中文介绍 AI 安全研究员 Paul Christiano 宣布加入 OpenAI 非营利董事会,进入安全与监督委员会,基于对前沿模型能力趋势的判断参与治理。

Exactly how I edit videos with Astra

@ForwardEditor · 10.0K 粉丝 · 61.4K 阅 · 512 赞 · 36 转

This weekend, I watched a movie with my daughter while my computer worked on a video I would have normally spent most of a day editing. The video was a favor for someone in my personal life. I'm a

中文介绍 视频创作者分享 Astra 替代全天手动剪辑体验:陪女儿看电影时,电脑自动完成原本需半天的视频制作,效率实现质变提升。

The Math Needed for AI Inference Engineering (Complete Roadmap)

@TheVixhal · 23.0K 粉丝 · 59.7K 阅 · 541 赞 · 58 转

In this article, I'm going to break down the essential math you need for AI inference engineering. I'll also share the exact roadmap and resources that helped me personally. Let's get straight to it.

中文介绍 AI 推理工程必备数学知识完整路线图:梳理线性代数、概率等核心基础,附学习资源,面向想转型推理优化领域的开发者。

LLM-as-Judge Architectures: Putting Evals Into Your Agent Runtime

@JoshARosen · 1.3K 粉丝 · 47.0K 阅 · 510 赞 · 49 转

LLM-as-judge is already a common part of building AI applications. Run your application against a dataset, have another model grade the results, and use the scores to figure out whether the latest

中文介绍 将 LLM-as-Judge 模式嵌入 Agent 运行时:用另一模型实时评分应用输出,动态驱动决策与迭代,超越仅做离线评估的传统模式。

AlphaGenome Atlas: A High-Resolution Map of Human DNA Accelerating Biological Discovery

@GoogleAI · 2.5M 粉丝 · 37.4K 阅 · 643 赞 · 90 转

Today, we’re introducing AlphaGenome Atlas 🧬 an interactive platform for genomics discovery. In 2025, @GoogleDeepMind released AlphaGenome to help decode the complex language of our DNA — but

中文介绍 Google DeepMind 发布 AlphaGenome Atlas:交互式基因组发现平台,提供高分辨率人类 DNA 图谱,让研究者可视化探索基因功能。

My Son Had Six Weeks to Learn Two Years of Saxon Math. We Used AI.

@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 家长用 AI 帮孩子六周追赶两年 Saxon 数学课程,系列文章探讨 NYC 和 LA 限制学生使用 AI 的政策,主张 AI 暴露学校遗漏知识。

The Complete Guide to pstack Pt. 2

@poteto · 92.6K 粉丝 · 23.3K 阅 · 822 赞 · 60 转

In my last post, I showed you why verification is the foundation of everything I do with agents, and how to get started creating your own verification skills. The key lesson was that if an agent can't

中文介绍 pstack 完整指南第二部分,聚焦验证机制深入实践,延续第一部分核心理念:Agent 无法验证执行结果就无法可靠完成任务。

The Physical World Does Not Hand You a State Vector

@jhMITgunship · 1.5K 粉丝 · 18.3K 阅 · 1.4K 赞 · 1 转

What superintelligence needs to operate in the physical world For much of the work we give models from OpenAI, Anthropic and the other frontier labs, the world has already been turned into context.

中文介绍 探讨超级智能操作物理世界的前提:当前模型收到的都是已结构化上下文,但物理世界不会自动提供状态向量,这是关键瓶颈。

Powering AI is an architecture problem

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 2026年7月22日,全球最大数据中心集群所在地弗吉尼亚州阿什伯恩发生输电线路故障,秒级切断超3吉瓦负载。此前两年前一次故障导致约60吉瓦下网。文章指出AI算力供电本质是电网架构问题。

[AINews] not much happened today

a quiet day

中文介绍 Latent Space当日AI新闻总结:当天无重大事件发生,整体平静。

Rebuilding AUTOMATIC1111 with Gradio Workflow

中文介绍 Hugging Face博客介绍如何使用Gradio Workflow框架重建AUTOMATIC1111图像生成工作流,提升易用性与可扩展性。

Paul Christiano joins OpenAI Foundation Board

Paul Christiano joins the OpenAI Foundation Board and its Safety and Security Committee, bringing experience in AI alignment, safety, and standards.

中文介绍 Paul Christiano加入OpenAI基金会董事会及安全与安保委员会,其在AI对齐、安全及标准领域的专业经验将为OpenAI治理提供支撑。

The AI policy window is open. We need to act.

Chris Lehane argues that stronger AI capabilities require stronger safety evidence, shared standards, and durable policy action while the policy window remains open.

中文介绍 Chris Lehane撰文称AI能力增强需配套更强的安全证据、共享行业标准与持久政策行动,当前政策窗口期仍存但不会长期开放。

GPT-6 Astra: The next generation in intelligence for work

Meet GPT-6 Astra, OpenAI’s most capable model for business, with advanced reasoning, computer use, and stronger writing and design judgment.

中文介绍 OpenAI推出GPT-6 Astra,面向企业场景,具备高级推理、计算机使用能力及更强的写作与设计判断力,为公司最强大模型。

[AINews] OpenAI reports Navier-Stokes singularity find in 88 hours using Astra-next, roughly 10,000 agents and 130B tokens (>$40M), a contender for second ever Millennium Prize awarded

Overshadowing Cognition's $48B Series E, Mistral's $24B Series D, Meta's Muse agent, and GPT Image 2.5. The most jam packed, feel the AGI day in the history of AI.

中文介绍 OpenAI用Astra-next、约1万个智能体、1300亿token(成本超4000万美元)在88小时求解Navier-Stokes方程,有望获第二个千禧年数学奖。同日Cognition完成480亿美元E轮、Mistral获240亿美元D轮。

What OpenAI’s latest controversy tells us about the future of math

OpenAI’s latest mathematical milestone has quickly become mired in controversy. Today, the company announced that its agents have solved one of the Millennium Prize Problems, some of the most important open problems in mathematics. Under normal circumstances, that solution would be a huge feather in

中文介绍 OpenAI宣称智能体已解决千禧年数学难题之一,但随即引发争议。MIT科技评论探讨该事件对数学研究未来走向的深层启示。

How GPT-5.6 Sol helps run quantum computing experiments

See how an MIT researcher uses GPT-5.6 Sol with Codex to autonomously run quantum computing experiments, analyze results, and calibrate qubits.

中文介绍 一位MIT研究者利用GPT-5.6 Sol配合Codex自主运行量子计算实验、分析结果并校准量子比特,展示了AI在量子领域的实用能力。

The Work Now Within Reach

Explore how more capable, affordable AI can expand the work people and businesses can accomplish—and make growth more economical.

中文介绍 OpenAI发文探讨更强大、更经济的AI如何扩展个人与企业可完成的工作范围,推动经济增长模式更加普惠和经济高效。

Introducing ChatGPT Images 2.5

ChatGPT Images 2.5 helps turn your ideas, sketches, and reference photos into more personalized, polished images that better reflect your ideas.

中文介绍 OpenAI推出ChatGPT Images 2.5,可将用户的想法、草图及参考照片转化为更个性化、精细度更高的生成图像。

市场总览

美股:SPY(762.40,-0.46%)、QQQ(716.31,-0.29%) 均站上 SMA50/SMA200 维持多头排列,SPY 距 52 周高仅 -2.18%,RSI 48.0/51.7 中性;MSFT、NVDA 保留 MACD 金叉与多头结构,META 单日 +6.55%、5 日 +12.99% 强势突破,但 GOOGL 5 日 -1.30% 承压。加密:恐慌贪婪指数 69 处于贪婪区,但 24h 总市值回落 6.28%,BTC 主导率 58.5%、ETH 11.2%;BTC(76900,-1.74%)、ETH(2418,-1.99%)、SOL(99.46,-2.11%) 短期回调但仍守住 SMA50 上方,均出现 SMA50 上金叉 SMA200。中概:BABA、PDD、JD、0700.HK 全线空头排列,RSI 集中在 31-38,MACD 负值走弱。商品外汇:WTI 100.22 单日 +4.34%、5 日 +10.12%,RSI 76.2 超买并多头排列;黄金 4389 走稳;USDCNY 6.70 触发死叉且 RSI 16.3 超卖;10Y 美债 4.91 RSI 70.3 超买逼近 52 周高,VIX 单日 +7.05%、5 日 +23.04% 波动率显著抬升。

今日关注

META Meta (META)
偏上行

现价 653.69,单日 +6.55%、5 日 +12.99%,MACD 8.71 已上穿信号线 -0.81 形成金叉,股价远高于 SMA20 580.54、SMA50 598.58 并站上 SMA200 622.69;但 RSI 70.4 进入超买,短期存在回踩 SMA20 的动量修复压力。

CL=F WTI 原油期货 (CL=F)
偏上行

现价 100.22,单日 +4.34%、5 日 +10.12%,MACD 3.61 上信号 2.30,依次站上 SMA20 87.47、SMA50 82.55、SMA200 79.36 形成多头排列;RSI 76.2 已进入超买区,短期动量强但均值回归风险上升。

BABA 阿里巴巴 (BABA)
偏下行

现价 109.40,单日 -2.89%、5 日 -3.06%,MACD -2.55 低于信号 -1.17 且为负值走弱,股价依次跌破 SMA20 119.08、SMA50 116.8、SMA200 134.97 呈空头排列;RSI 35.9 弱势,距 52 周高 -43.22%。

USDCNY=X 美元 / 人民币 (USDCNY=X)
偏下行

现价 6.70,5 日 -0.27%,MACD -0.0118 下穿信号 -0.0112 触发死叉,股价依次低于 SMA20 6.72、SMA50 6.75、SMA200 6.85 呈空头排列;RSI 16.3 深度超卖,接近 52 周低 -6.82%,短期或有技术性反弹但趋势未变。

^VIX VIX 恐慌指数 (^VIX)
中性

现价 17.62,单日 +7.05%、5 日 +23.04%,MACD 0.0273 略高于信号 -0.2696 出现弱金叉,站上 SMA20 15.36 与 SMA50 16.12,但仍低于 SMA200 18.11;RSI 59.8 中性偏强,波动率上行但尚未确认长期趋势反转。

全部资产

^VIX

VIX 恐慌指数

$17.62 +7.05%
5 日
+23.04%
距 52w 高
-50.1%
RSI(14)
59.8
趋势
中性
SMA 20 / 50 / 200
15.36 / 16.12 / 18.11
MACD / 信号
0.027 / -0.270

^TNX

10Y 美债收益率 (%)

$4.91 +1.59%
5 日
+2.46%
距 52w 高
-0.1%
RSI(14)
70.3
趋势
多头
SMA 20 / 50 / 200
4.74 / 4.66 / 4.37
MACD / 信号
0.054 / 0.040
RSI 超买接近 52 周高多头排列

DX-Y.NYB

美元指数 DXY

$99.11 +0.34%
5 日
-0.45%
距 52w 高
-2.6%
RSI(14)
44.3
趋势
中性
SMA 20 / 50 / 200
99.25 / 100.10 / 99.15
MACD / 信号
-0.268 / -0.279
MACD 金叉 (今天)接近 52 周高

SPY

S&P 500 ETF

$762.40 -0.46%
5 日
+0.08%
距 52w 高
-2.2%
RSI(14)
48.0
趋势
多头
SMA 20 / 50 / 200
768.29 / 758.02 / 713.18
MACD / 信号
2.090 / 3.239
接近 52 周高多头排列

QQQ

Nasdaq 100 ETF

$716.31 -0.29%
5 日
+1.23%
距 52w 高
-4.3%
RSI(14)
51.7
趋势
多头
SMA 20 / 50 / 200
717.28 / 711.17 / 658.90
MACD / 信号
1.341 / 1.425
多头排列

AAPL

Apple

$315.34 -0.28%
5 日
-3.01%
距 52w 高
-8.5%
RSI(14)
49.3
趋势
中性
SMA 20 / 50 / 200
314.06 / 316.47 / 284.35
MACD / 信号
1.799 / 1.374

MSFT

Microsoft

$491.65 -0.47%
5 日
-1.87%
距 52w 高
-11.2%
RSI(14)
54.6
趋势
多头
SMA 20 / 50 / 200
494.50 / 449.05 / 431.07
MACD / 信号
12.276 / 15.950
金叉(SMA50↑SMA200) (6 天前)多头排列

NVDA

Nvidia

$223.67 -0.91%
5 日
+2.87%
距 52w 高
-5.4%
RSI(14)
54.3
趋势
多头
SMA 20 / 50 / 200
220.80 / 211.80 / 197.09
MACD / 信号
3.692 / 3.274
MACD 金叉 (3 天前)多头排列

GOOGL

Alphabet

$330.65 -2.28%
5 日
-1.30%
距 52w 高
-19.1%
RSI(14)
39.4
趋势
中性
SMA 20 / 50 / 200
342.00 / 348.13 / 336.40
MACD / 信号
-3.626 / -2.869

TSLA

Tesla

$367.81 -0.10%
5 日
+3.29%
距 52w 高
-26.3%
RSI(14)
55.6
趋势
中性
SMA 20 / 50 / 200
352.05 / 356.84 / 399.21
MACD / 信号
4.937 / 2.164

META

Meta

$653.69 +6.55%
5 日
+12.99%
距 52w 高
-17.3%
RSI(14)
70.4
趋势
中性
SMA 20 / 50 / 200
580.54 / 598.58 / 622.69
MACD / 信号
8.705 / -0.809
RSI 超买
加密恐慌贪婪
69
贪婪
加密总市值
$2.63 T
-6.28% / 24h
BTC 主导率
58.5%
ETH 11.2%
24h 成交量
$94.1 B
活跃币 19,786

BTC-USD

Bitcoin

$76,900.34 -1.74%
5 日
-3.66%
距 52w 高
-39.1%
RSI(14)
54.0
趋势
多头
SMA 20 / 50 / 200
78,624.07 / 70,409.57 / 69,964.06
MACD / 信号
2,294.304 / 2,950.772
金叉(SMA50↑SMA200) (2 天前)多头排列

ETH-USD

Ethereum

$2,417.85 -1.99%
5 日
-2.53%
距 52w 高
-49.2%
RSI(14)
55.9
趋势
多头
SMA 20 / 50 / 200
2,462.20 / 2,147.51 / 2,048.94
MACD / 信号
90.052 / 112.437
多头排列

SOL-USD

Solana

$99.46 -2.11%
5 日
-3.61%
距 52w 高
-60.7%
RSI(14)
54.7
趋势
多头
SMA 20 / 50 / 200
101.74 / 86.35 / 82.80
MACD / 信号
4.542 / 5.660
金叉(SMA50↑SMA200) (8 天前)多头排列

BABA

阿里巴巴 (BABA)

$109.40 -2.89%
5 日
-3.06%
距 52w 高
-43.2%
RSI(14)
35.9
趋势
空头
SMA 20 / 50 / 200
119.08 / 116.80 / 134.97
MACD / 信号
-2.547 / -1.169
空头排列

PDD

拼多多 (PDD)

$78.61 -1.43%
5 日
-5.48%
距 52w 高
-43.6%
RSI(14)
31.7
趋势
空头
SMA 20 / 50 / 200
85.19 / 85.71 / 97.65
MACD / 信号
-1.799 / -0.881
空头排列

JD

京东 (JD)

$27.00 -2.46%
5 日
-3.23%
距 52w 高
-26.7%
RSI(14)
31.3
趋势
中性
SMA 20 / 50 / 200
28.73 / 29.55 / 29.11
MACD / 信号
-0.743 / -0.562

0700.HK

腾讯控股 (0700.HK)

HK$425.60 -1.94%
5 日
-1.71%
距 52w 高
-37.7%
RSI(14)
37.6
趋势
空头
SMA 20 / 50 / 200
442.83 / 456.04 / 512.61
MACD / 信号
-6.796 / -5.291
空头排列

GC=F

黄金期货

$4,389.40 -0.60%
5 日
+0.53%
距 52w 高
-21.4%
RSI(14)
49.4
趋势
中性
SMA 20 / 50 / 200
4,469.43 / 4,260.49 / 4,525.48
MACD / 信号
33.830 / 60.117

CL=F

WTI 原油期货

$100.22 +4.34%
5 日
+10.12%
距 52w 高
-16.1%
RSI(14)
76.2
趋势
多头
SMA 20 / 50 / 200
87.47 / 82.55 / 79.36
MACD / 信号
3.610 / 2.301
RSI 超买多头排列

USDCNY=X

美元 / 人民币

¥6.70 -0.15%
5 日
-0.27%
距 52w 高
-6.8%
RSI(14)
16.3
趋势
空头
SMA 20 / 50 / 200
6.72 / 6.75 / 6.85
MACD / 信号
-0.012 / -0.011
MACD 死叉 (2 天前)RSI 超卖接近 52 周低空头排列
风险提示

本报告基于公开行情计算的技术指标客观描述,仅供技术指标解读参考,不构成任何投资建议;技术指标基于历史价格数据,过去走势不代表未来表现,实际交易请结合基本面与自身风险承受能力独立判断。

Russia’s actions have strengthened European case for boosting defence spending, says Nato chief – Europe live

Mark Rutte said that Europeans ‘increasingly understand’ the need for their countries to take ‘greater responsibility for our own security’ Addressing German ambassadors, Wadephul repeats that the Russian threat “has reached our doorstep and it’s tangible.” He adds: “The Russian attempted attack at

中文摘要 北约秘书长吕特表示俄罗斯的军事行动强化了欧洲增加国防开支的理由,称欧洲各国正逐步理解需承担更多安全责任。德国官员指出俄罗斯威胁已近在咫尺。

The Trump loyalty test: Will his supporters ever disagree with him?

The Trump loyalty test: Will his supporters ever disagree with him?

中文摘要 半岛电视台专题探讨特朗普支持者的忠诚度问题:支持者是否永远不会在政策上与特朗普产生分歧。该专题审视了美国政治生态中忠诚度与独立判断之间的张力。

Japan seeks change to new UN world map over Russia 'misconception'

The new ‘true-scale’ map shrinks Europe and North America while enlarging Africa – and depicts the disputed Kuril islands as ruled by Moscow Japan has asked for the revision of a new world map adopted by the UN because it said it made the disputed Kuril islands appear to belong to Russia. The UN gen

中文摘要 联合国新采用的比例尺世界地图将俄日争议的南千岛群岛描绘为俄罗斯领土,日本对此表示不满,已要求联合国修订地图中涉及主权争议的标注。

Hundreds of thousands lack adequate shelter at Sudan’s Tawila camp

Insufficient aid and shelter increase hardship for displaced in Tawila, as malnutrition and disease spread rapidly.

中文摘要 苏丹托维拉难民营中数十万流离失所者面临严重住所短缺,援助物资不足导致营养不良和疾病迅速蔓延,难民营居民生活条件持续恶化,人道危机加剧。

At least 25 dead after cargo ship catches fire in China

Fire breaks out on ship being repaired in the port of Qingdao, eastern China.

中文摘要 中国东部青岛港一艘正在维修的货船发生火灾,船上共42人,其中至少25人死亡,17人获救疏散,事故原因仍在调查中。

Russian Drone Incursion Delayed Zelensky Flight to Oslo, Moldova Says

An airspace closure delayed the Ukrainian leader’s trip between Moldova and Norway, officials said. They did not confirm a claim by Norway’s prime minister that a drone had “almost hit” the plane.

中文摘要 摩尔多瓦官方称俄罗斯无人机入侵导致空域关闭,延误了乌克兰总统泽连斯基从摩尔多瓦前往奥斯陆的行程。挪威首相称一架无人机几乎击中该航班,但摩方未证实。

Algeria says cutting diplomatic ties with UAE

Relations have been strained for years, as the two countries took differing positions on several regional issues.

中文摘要 阿尔及利亚宣布与阿联酋断绝外交关系。两国因多个地区问题立场对立,关系紧张已久,此次断交标志着双边关系进一步恶化。

Twenty-five dead after fire on cargo ship in eastern China

Of the 42 people on board, 17 were were evacuated, CCTV reports.

中文摘要 中国东部青岛港一艘维修中的货船起火,船上42人中至少25人死亡,17人成功疏散。据CCTV报道,事故造成重大人员伤亡。

Is Egypt’s Hamza Abdelkarim set to be Barcelona’s next breakout star?

Four goals in five games made the 18-year-old striker Barcelona's top scorer during preseason.

中文摘要 18岁埃及前锋哈姆扎·阿卜杜勒卡里姆在巴塞罗那赛季前热身赛中5场攻入4球,成为球队最佳射手,外界关注他能否成为巴萨下一位破茧成蝶的球星。

Malta warned of corruption crisis after ‘utter disbelief’ over Daphne Caruana Galizia verdict

Labour peer tells Council of Europe inquiry failure to implement legal protections still putting journalists at risk Europe live – latest updates Malta is vulnerable to “repeated instances of high-level corruption” unless it strengthens the rule of law and protections for journalists, the Labour pee

中文摘要 欧洲议会成员就马耳他未落实记者法律保护制度向欧洲委员会发表警告,指出马耳他除非加强法治和记者保护,否则将继续面临高级别腐败问题。

Israel will never stop me speaking up for Palestine

Israel’s decision to bar British MPs exposes how far it will go to avoid scrutiny over its treatment of Palestinians.

中文摘要 以色列决定禁止英国议员入境,引发关于其回避国际社会对巴勒斯坦政策审查的讨论。批评者认为此举暴露了以色列在巴勒斯坦问题上的透明度不足。

Calls grow for investigation after ICE attacks protesters

Calls grow for investigation after ICE attacks protesters

中文摘要 美国移民与海关执法局(ICE)袭击抗议者事件引发广泛关注,多方呼吁对ICE暴力行为展开调查,事件加剧了公众对联邦执法机构使用武力的质疑。

“提到航天、5G就危险了” 德国收紧对华签证审批?

三家德媒的联合调查指出,因担忧科技领域的间谍活动,德国明显收紧了对中国留学生和科研人员签证申请的审查。在相关论坛上,有人表示,“5G”、“航天”等关键词可能会引起德国当局怀疑。也有人尝试在签证申请时另辟蹊径。

中文摘要 三家德国媒体联合调查发现,因担忧科技领域间谍活动,德国明显收紧对中国留学生和科研人员签证的审查。论坛上有人反映「5G」「航天」等关键词易引发审查怀疑。

The ‘Forever War’ in Afghanistan: 25 Years in Pictures

From the first weeks after the Sept. 11 attacks to the chaotic U.S. withdrawal and return of the Taliban, The New York Times has documented a quarter-century of conflict and daily life in Afghanistan.

中文摘要 纽约时报推出阿富汗战争25年图片回顾,从9·11事件后初期到美军撤离和塔利班重新掌权,以影像记录了阿富汗长达四分之一世纪的冲突与日常生活。

England’s mayors to be allowed to introduce unlimited tourism tax

Hotel rooms, bed and breakfasts and Airbnb-type rentals face new levy

中文摘要 英格兰各市长将获授权引入无限额旅游税,酒店客房、民宿及爱彼迎类短期租赁均面临新税种征收,旅游业领袖警告此举可能推高家庭度假成本。

Emeria Debt Talks Are Stepping Up as Largest Lenders Sign NDAs

Emeria’s largest creditors have signed non-disclosure agreements barring them from trading the firm’s debt, as they step up talks with the French real estate services provider and its owners over a €350 million ($407 million) cash injection.

中文摘要 法国房地产服务商Emeria最大债权人已签署保密协议,与该公司及其所有者就3.5亿欧元(约4.07亿美元)现金注资方案展开谈判。

England's mayors to get power to impose tourist tax

Hospitality leaders warn the uncapped levy would risk jobs and push prices up for families holidaying in England.

中文摘要 英格兰市长将获授权对游客征收无限额旅游税,酒店业领袖警告此举可能导致就业岗位减少,并推高家庭在英格兰度假的开支成本。

ECB Hikes Interest Rates for Second Time Since Iran War

The European Central Bank increased interest rates for the second time since the Iran war started, responding to signs inflation is set to stay well above 2%. The deposit rate was lifted by a quarter-point to 2.5%. Bloomberg's Oliver Crook reports from Berlin. (Source: Bloomberg)

中文摘要 欧洲央行因通胀仍远高于2%目标,再次上调存款利率25个基点至2.5%,为伊朗战争爆发以来第二次加息,政策收紧信号明显。

What we learnt from OpenAI’s hack of Hugging Face

Commercial AI tools failed to defend the platform against the attack — the solution lies in open-weight models

中文摘要 OpenAI对Hugging Face平台的攻击事件表明,商业AI工具未能有效防护该平台安全,专家指出解决方案在于采用开放权重模型。

Mexico Is Hopeful to Reach Deal to Lower US Tariffs This Year

Mexico Ambassador to the United States Roberto Lazzeri discusses trade talks between the US and Mexico, saying the two sides are “pretty much aligned with the overall objective.” He speaks on “Bloomberg Surveillance.” (Source: Bloomberg)

中文摘要 墨西哥驻美大使Lazzeri表示,墨美贸易谈判双方在整体目标上基本一致,双方有望在年底前达成降低美国对墨西哥关税的协议。

Saudi Arabia cuts oil output to lowest this year on Houthi threats

Rebels announced ‘maritime embargo’ against kingdom’s exports in July, forcing world’s biggest exporter to cut production

中文摘要 也门胡塞武装于7月宣布对沙特出口实施海上禁运,迫使全球最大石油出口国沙特阿拉伯将原油产量削减至今年最低水平。

Wall Street Is Betting On a Split Congress With Midterms on Tap

The midterm election season has entered its final stretch, and Wall Street is busy drawing up game plans for a range of scenarios. Yet, in a fortuitous turn of events, the best outcome for markets is also looking like the likeliest one.

中文摘要 华尔街正为美国中期选举制定投资策略,认为国会两党分立的局面最有可能出现,也被视为市场对各种情景下的最佳结果。

Saudis Tell OPEC That Output Slumped Again to Lowest Since 1990

Saudi Arabia reported to OPEC that its crude oil production plunged again last month, hitting the lowest since 1990 as renewed hostilities between the US and Iran squeezed the kingdom’s export routes.

中文摘要 沙特向OPEC报告上月原油产量再度大幅下滑,降至1990年以来最低水平,美伊敌对行动加剧进一步挤压了该国石油出口通道。

Rob Arnott Sells His Index Crown, Keeps $30 Billion in Assets

Rob Arnott has sold the index business that helped make him famous. Now he’s using the $30 billion money-management business he kept to push deeper into active investing.

中文摘要 指数基金专家Rob Arnott出售了帮助其成名的指数业务,保留300亿美元资产管理业务,计划进一步布局主动投资领域。

Ryanair investors revolt over Michael O’Leary’s €150mn pay deal

Airline boss has defended bumper remuneration packages, saying they are contingent on meeting stretching targets

中文摘要 瑞安航空投资者对CEO Michael O'Leary 1.5亿欧元薪酬方案不满,O'Leary辩称高额报酬以达成具有挑战性的经营目标为前提。

Trump’s $5,000 Payout Promise, Iran Ready to Escalate War

President Donald Trump offered voters a quid pro quo: elect Republicans and get a $5,000 payout, which he called the Trump dividend. The proposal is unlikely to become law, as fellow Republicans have already rejected similar ideas and Congress would need to approve a cash payment program with a pric

中文摘要 特朗普提出若共和党在中期选举获胜将向选民发放5000美元「特朗普红利」,但同党共和党人已否决类似提案,立法前景不明。

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