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2026-09-12

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ayghri/i-have-adhd

Python · ★ 41,755 · 🍴 2,362 · 📈 3,463 stars today

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

中文介绍 面向 AI 编程 agent 的输出技能,解决 agent 把关键答案埋在长文本里的问题。它约束 agent 以 ADHD 友好的方式作答,先给结论再给细节,减少冗长铺垫。适合日常使用 Claude Code、Cursor 等编码 agent、希望快速拿到答案的开发者。

bilawalsidhu/gods-eye-view

JavaScript · ★ 27,066 · 🍴 5,543 · 📈 3,680 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 浏览器里的间谍卫星模拟器,区别在于数据真实可用。它把开源地理空间情报叠加到照片级 3D 地球上,实时呈现卫星视角的空间信息。适合对 OSINT、地理空间分析、遥感可视化感兴趣的开发者和研究者做探索与演示。

nab138/iloader

TypeScript · ★ 2,902 · 🍴 203 · 📈 50 stars today

User friendly sideloader

中文介绍 iloader 是一个用户友好的侧载工具,用于把应用安装到设备上,降低了传统侧载流程的操作门槛。信息有限,推测支持常见的第三方应用安装场景,适合需要绕过应用商店、在移动设备上手动安装 IPA/APK 的用户。

melgarafael/DeskcommCRM

TypeScript · ★ 1,329 · 🍴 495 · 📈 152 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 开源 AI 销售系统,自托管 CRM,内置原生 AI agent 并集成 WhatsApp(WAHA)。定位为 Kommo、Octadesk、Intercom 的开源替代,面向靠聊天成交的业务。支持 MCP、多租户、符合 LGPD,适合需要数据自主可控的销售团队。

vastsa/PI-Desktop

TypeScript · ★ 2,769 · 🍴 217 · 📈 552 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 编程 agent 桌面应用。架构上采用 Electron 前端加 Rust host core,配合 pi Agent Harness 运行,支持用户自行安装插件扩展能力。适合重视本地运行、隐私与可扩展性的开发者,在桌面端完成编码辅助工作。

armory3d/armorpaint

C · ★ 4,716 · 🍴 533 · 📈 350 stars today

Graphics Creation Tools

中文介绍 ArmorPaint 是 Armory3D 出品的开源图形创作工具,主要用于 3D 纹理绘制与材质创作,支持 GPU 加速的 PBR 工作流。适合游戏开发者、3D 美术和独立创作者进行实时纹理绘制,可与其他 3D 引擎和建模流程配合使用。

alsk1992/CloddsBot

TypeScript · ★ 2,140 · 🍴 282 · 📈 626 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,可自主在 1000 多个市场运行,覆盖 Polymarket、Kalshi、Binance、Hyperliquid、Solana DEX 以及 5 条 EVM 链。它扫描套利与定价偏差、即时执行并管理风险。适合量化交易者和研究人员做自动化策略实验。

nashsu/llm_wiki

TypeScript · ★ 18,722 · 🍴 2,134 · 📈 647 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,把用户文档自动整理成有组织的、互相链接的知识库。与传统 RAG 每次从零检索回答不同,它更强调持久化的知识结构与关联。适合需要长期管理个人或团队文档、构建可浏览 wiki 的知识工作者。

obra/superpowers

Shell · ★ 285,359 · 🍴 25,519 · 📈 729 stars today

An agentic skills framework & software development methodology that works.

中文介绍 一套 agentic skills 框架与软件开发方法论。它为 AI agent 提供可复用的技能组织方式,并把配套的工程实践固化下来,让 agent 协作开发更可控。适合正在探索 AI 辅助/代理式软件开发流程的团队和开发者。

Sonarr/Sonarr

C# · ★ 15,731 · 🍴 1,949 · 📈 191 stars today

Smart PVR for newsgroup and bittorrent users.

中文介绍 Sonarr 是面向 usenet 和 BT 用户的智能 PVR 工具,可自动追踪剧集更新、搜索并下载资源、重命名和组织文件。支持订阅、质量配置和多种下载客户端集成,适合自建媒体库的用户自动化管理电视剧集的获取与整理。

jihe520/MathModelAgent

Python · ★ 4,851 · 🍴 393 · 📈 129 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 AI Agent 与技能集合,可自动完成建模全过程,最终生成一份可直接提交的完整论文。它覆盖建模、求解到写作的链路,适合参加数学建模竞赛的学生和需要快速产出建模报告的研究者。

p1neappleXpress/OpenFlux

Go · ★ 1,138 · 🍴 88 · 📈 198 stars today

Network stack research tool. TCP tunnel with pluggable transports.

中文介绍 网络栈研究工具,实现带可插拔传输层(pluggable transports)的 TCP 隧道。通过替换传输协议来测试和规避流量识别,适合做网络协议研究、审查规避和网络测量实验的开发者与安全研究者。信息有限,具体功能以仓库为准。

jordan-gibbs/hyperresearch

Python · ★ 2,594 · 🍴 258 · 📈 153 stars today

Agent-driven research knowledge base. Agents collect, search, and synthesize web research into a persistent, searchable wiki.

中文介绍 由 agent 驱动的研究知识库。多个 agent 会自动收集、检索并综合网络研究资料,沉淀成持久且可搜索的 wiki。它把零散的联网调研变成可复用积累的知识资产,适合需要持续跟踪某一主题并整理资料的研究人员和团队。

alphaXiv/OpenResearch

Rust · ★ 1,264 · 🍴 94 · 📈 120 stars today

Run parallel research agents with any model

中文介绍 支持使用任意模型并行运行研究 agent 的工具。它让多个研究代理同时开展工作,加速资料搜集与分析。适合希望用不同 LLM 组合做自动化科研、文献调研或信息汇总的研究者和开发者,降低多 agent 编排的门槛。

github/spec-kit

Python · ★ 135,762 · 🍴 12,200 · 📈 1,015 stars today

💫 Toolkit to help you get started with Spec-Driven Development

中文介绍 GitHub 官方推出的工具包,帮助开发者上手规范驱动开发(Spec-Driven Development)。它提供配套脚手架和流程,让团队先写清规格再由人和 AI agent 实现。适合想用规格约束 AI 编码、提升协作一致性的软件团队。

pascalorg/editor

TypeScript · ★ 23,588 · 🍴 2,942 · 📈 106 stars today

Open-source 3D architectural editor with a local CLI, MCP tools, and practical workflows for humans and AI agents.

中文介绍 开源 3D 建筑编辑器,提供本地 CLI 与 MCP 工具,并针对人类用户和 AI agent 设计实用工作流。它把建筑建模能力与 agent 可调用的接口结合,适合做建筑可视化、3D 场景编辑以及探索 AI 辅助设计流程的开发者与设计师。

Scaling Automatic Research Agents via World Models

👍 437

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 针对自动科研智能体(AutoResearch)依赖后训练与执行反馈、难以规模化的问题,本文提出以世界模型(World Model)扩展自动研究智能体的方法,让模型在内部模拟环境中预演实验、筛选方案并积累经验,减少真实环境的试错成本,从而提升研究任务的成功率与效率。

NCP-ArchPreview Technical Report: Moving towards Latent Space Language Models through Next Concept Prediction

👍 176

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 NCP-ArchPreview 是一种潜空间语言模型,在标准 next-token prediction 之外引入 Next Concept Prediction(NCP),预测跨越多个 token 的离散概念,从而在预训练阶段建立显式的概念层抽象。该工作使自回归预训练超越 token 级建模,向潜空间语言建模推进。

AgentGrad: Intervention-guided Prompt Optimization for Multi Agent Systems

👍 89

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 多智能体系统中各智能体提示词设计依赖人工、难以联合优化的问题,AgentGrad 提出以干预(intervention)引导的提示优化方法,用自然语言反馈式的文本梯度定位问题智能体并定向更新其 prompt,实现多智能体提示的协同改进,提升系统整体表现。

SpatialBlock: Enhancing Spatial Intelligence in LVLMs via Synthetic Block-Stacking Problem

👍 68

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 LVLM 在从 2D 图像重建与推理 3D 场景结构方面能力不足的问题,SpatialBlock 构建了合成积木堆叠(block-stacking)任务作为训练与评测载体,通过程序化生成的堆叠数据增强模型的空间推理能力,为提升视觉语言模型的空间智能提供了可扩展的数据与评测方案。

T1: Terminal Agent Reinforcement Learning for Long-Horizon Tasks

👍 46

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

中文介绍 T1 是面向终端长程任务的智能体模型,采用 122B 总参数的 Mixture-of-Experts 架构并经强化学习训练,可在云沙箱中操作真实 shell,支持 300+ 轮工具调用。该工作将 MoE 与 RL 结合用于终端环境下的长程任务,如编码与科学发现场景。

EvoSafeHarness: Evolving Model- and Domain-Specific Harnesses for Securing Agents

👍 36

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 智能体面临间接提示注入与直接有害请求的双重风险,EvoSafeHarness 提出可进化的模型与领域特定安全护具(harness),在模型级防御之外增加系统级强制层,并随模型与任务场景演化自适应更新,以提升智能体在真实执行环境中的安全性。

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

👍 31

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 现有评测很少检验 AI 能否推理真实用户的长期可穿戴记录,WearableQA 因此构建了包含 4,084 道十选一多选题的健康推理基准,基于真实可穿戴设备采集的生理与行为信号,系统评估模型对纵向个人健康数据的推理能力。

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

👍 21

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 是软件工程智能体的常用基准,但分析发现其评测存在两类不可靠:金标方案或隐藏评测信息泄露导致的 reward hacking,以及其他评测缺陷。本文提出 SWE-Bench Pro Verified,通过修补泄漏与评测漏洞,为仓库级软件工程智能体提供更可信的评测基准。

PARSER: Read in Parallel, Reason in Depth for Long-Context LLM Agents

👍 17

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 顺序记忆智能体逐块读取长文档,导致对证据位置敏感且推理延迟随文档长度线性增长。PARSER 提出并行读取、深度推理的框架,将文档遍历与推理深度解耦,缓解证据位置偏差并降低长上下文任务的推理延迟。

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

👍 16

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 递归自我改进研究多聚焦训练流程自动化,却缺少对模型所学内容的审计环节。SAEScientist-Bench 是一个评测基准,考察 AI 智能体能否自主开展 SAE(稀疏自编码器)可解释性研究,从而检验其在机制可解释性方向上的独立科研能力,为安全对齐与事后监测提供支撑。

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

👍 16

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 针对 AI 科研智能体得分高就等同于发现的问题,本文提出 Discovery Certification Protocol(DCP),把关于研究结果的主张转化为可执行的复现与反馈测试:Gate 1 在密封评测上验证有效改进,Gate 2 检验反馈可复现性,用于审计智能体发现的真实性。

X-AuT: Progressive Audio-Encoder Compression for Speech LLMs with Cross-Scale Distillation

👍 13

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 减少语音 LLM 的音频编码器深度可降低推理成本,但整块删除会扰动解码器输入,引发漏词与提前结束序列。X-AuT 提出渐进式音频编码器压缩框架,通过跨尺度蒸馏选择层组合并逐步压缩,在保留性能的同时降低推理开销。

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

👍 12

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 世界模型作为策略在环的想象环境时,需要相对底层机器人动作的细粒度可控性,而不同机器人的动作空间在像素空间中并不通用。SyncWorld 通过视觉校准让世界模型充当零样本模拟器,使模型无需针对具体机器人重新训练即可可靠地预测动作后果。

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

👍 10

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 有机反应知识分散于专利文本、图像与反应式中,制约 AI4Chem 发展。DianShi-RxnDB 通过全自动流水线构建大规模、细粒度的有机反应数据平台,从多源材料中抽取结构化反应信息,为科研人员与 AI 智能体提供可直接使用的反应数据资源。

Memory as Plans: World-Action Modeling with Memory-Grounded Planning

👍 9

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 许多真实操作任务本质上是非马尔可夫的,需要超出当前观测的长程记忆,而现有记忆机制多依赖语言摘要、扩张视觉窗口等。本文提出以记忆为计划的世界-动作建模框架,将记忆以计划形式扎根于规划过程,提升机器人在长程非马尔可夫操作任务中的表现。

Recursive Code World Models: Building Complex Worlds through Recursive Scene Programs

👍 7

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 代码世界模型以可执行程序表示世界,但如何构造复杂世界尚不明确。RCWM(递归代码世界模型)提出从单张参考图像出发,通过递归场景程序重建复杂 3D 世界,将递归程序生成与图像条件结合,实现可执行的复杂场景代码建模与重建。

SchemeArena: Factorized Stress Testing of Scheming in LLM Agents

👍 7

We study scheming in LLM agents, in which agents covertly pursue misaligned goals. Our focus is to understand how scheming arises from the interaction of key factors, such as instrumental goals, environmental affordances, oversight conditions, and perceived consequences. Prior work examines only a s

中文介绍 针对 LLM 智能体暗中追求与人类目标不一致意图的 scheming(图谋)行为,SchemeArena 构建了因子化压力测试框架,将工具性目标、环境可乘之机、监督条件与感知后果等因素分离考察,系统揭示各因素交互如何诱发智能体的隐蔽失配行为。

OracleZoom: On-Policy Self-Distillation Inspired Reference-Constrained Recursive Image Super Resolution

👍 7

Recursive Super-Resolution (SR) extends fixed-scale SR to extreme magnification by repeatedly feeding predictions back into the same model, analogous to zooming an image repeatedly. However, ground truth availability at every scale, especially at depth, remains challenging as the required source res

中文介绍 递归超分辨率通过反复回喂预测实现极端放大,但深层尺度缺乏真实高分辨率监督数据。OracleZoom 受在策略自蒸馏启发,提出参考约束的递归图像超分方法,在缺少深层真实标签的情况下稳定训练,实现高倍率放大下的图像质量提升。

TempCloze: Can Video-LLMs Identify the Missing Middle?

👍 6

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 视频 LLM 的时序推理评测常以语言为媒介,选项措辞、答案相关性或语言先验可能带来捷径。TempCloze 提出视频完形填空基准,通过遮蔽视频中段内容让模型补全,减少语言捷径,更纯粹地评估 Video-LLM 的视觉时序推理能力。

StochBench: A Domain-Specific Benchmark for Stochastic Processes in Lean

👍 6

Leading benchmarks for formal theorem proving with large language models are small collections drawn from competition math, such as the IMO and Putnam, that poorly represent field-specific applications. We introduce StochBench, a Lean 4 benchmark of 450 graduate stochastic-processes problems at vary

中文介绍 现有形式化定理证明基准多取自 IMO、Putnam 等竞赛数学,难以代表特定学科应用。StochBench 提出 Lean 4 的随机过程领域基准,包含 450 道研究生水平、难度各异的随机过程问题,用于更贴近实际领域的形式化证明能力评测。

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

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,

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,

Pushing Local AI Forward

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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

Personal statement on joining the OpenAI board

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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

How to start vibe editing (No Fluff Guide)

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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

How to Master ChatGPT Images 2.5 (Full Course)

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How to Become a Marketing Engineer

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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

AI Engineering Skills Map: Shaping the build

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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

Software Engineer to AI Engineer: Best Move 2026

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

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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

The Complete Guide to pstack Pt. 2

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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

Perplexity trusts GPT-6 Astra with end-to-end systems

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 Perplexity 采用 GPT-6 Astra 处理端到端任务,包括撰写沟通内容、修改软件和监控生产系统,与早期模型相比人工检查频率大幅降低。

Roundtables: AI’s apocalypse crisis

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中文介绍 MIT 科技评论举办圆桌讨论,主题为「AI 的末日危机」。全球领先 AI 实验室的员工表示,先进 AI 确有可能毁灭人类,讨论将探讨这一说法是否成立,还是危言耸听与炒作。

Cognition helps Devin test its own work with GPT‑6 Astra

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 Cognition 借助 GPT-6 Astra 提升 Devin 的软件测试能力,使其能验证自身工作成果,目标是让工程师减少代码审查、加速交付。

Rapidly scaling online storage to serve over 1 billion ChatGPT users

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中文介绍 OpenAI 介绍其存储平台 Habitat 的演进:从 Python 库发展为全球分布式存储系统,服务超 10 亿 ChatGPT 用户,每秒处理 2200 万次请求。

How a researcher uses Codex and ChatGPT to search for new antimicrobial molecules

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 研究员 César de la Fuente 的实验室使用 Codex 和 ChatGPT,在现存与已灭绝物种基因组中搜寻抗菌分子候选物,以应对耐药性感染。

Now everyone can put data to work

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中文介绍 ChatGPT Work 推出数据代理(Data agent),用户可用自然语言连接企业数据、挖掘洞察并构建交互式仪表盘。

Powering AI is an architecture problem

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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本发生输电线路故障,数秒内从电网切除逾 3 吉瓦负荷;两年前也曾因单个避雷器失效导致约 60 万千瓦负荷脱落。文章认为为 AI 供电本质上是架构问题。

Introducing ChatGPT for Financial Services

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 推出面向金融服务行业的 ChatGPT,结合内置金融数据与 GPT-6 Astra,用于研究、建模及生成可直接交付客户的材料。

Expanding AI access and cyber defense for federal, state, local, and tribal governments

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 0 美元许可费、使用量五折优惠,并扩大网络防御支持。

[AINews] not much happened today

a quiet day

中文介绍 Latent Space 的 AINews 栏目发布当日简报,称当天新闻较少,内容清淡。

Build more natural voice experiences with GPT‑Live‑1 in the API

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,具备更强的指令遵循能力、自定义音色以及电话通信支持。

Introducing the Agents API

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 推出 Agents API,这是由 Codex harness 驱动的托管服务,用于编排、长时间运行的会话和工具调用,帮助开发者构建并上线云端代理。

市场总览

美股方面,主要指数 ETF 技术面呈分歧:SPY 现价 764.29 略低于 SMA20 的 767.56,RSI14 为 44.1,MACD 1.2257 已低于信号线 2.8366,动量边际转弱,但仍守住 SMA50 与 SMA200,距 52 周高点仅 -1.93%;QQQ 类似,RSI14 46.3、价格贴近 SMA20。个股层面分化,AAPL 单日 +5.37%、META 五日 +9.31% 偏强,NVDA 则出现 MACD 死叉、单日 -2.41%。加密方面,恐慌贪婪指数 63 处「贪婪」区间,总市值 2.66T 美元、24 小时 -1.41%,BTC 主导率 58.3%、ETH 11.5%;BTC 现价 77278.17 低于 SMA20 的 78617.2,MACD 2027.9184 低于信号线 2761.9612,但 SMA50 上穿 SMA200 的金叉结构仍在,ETH、SOL 多头排列未破。中概股整体最弱,BABA、PDD、0700.HK 均呈空头排列,RSI14 分别仅 34.9、30.3、39.7,JD 亦跌破 SMA200。商品外汇与宏观方面,WTI 原油 RSI14 达 71.4 进入超买、多头排列,黄金 RSI14 49.7 处中性整理,美元兑人民币 RSI14 仅 14.7 深度超卖,10Y 美债收益率 RSI14 达 73.7 且接近 52 周高,VIX 收于 15.84、单日 -11.21%,风险偏好读数整体偏温和。

今日关注

AAPL 苹果 (AAPL)
偏上行

单日大涨 5.37%,价格 332.27 站上 SMA20 的 315.28 与 SMA50 的 317.22,SMA200 为 284.65,呈多头排列。RSI14 为 58.9 未过热,MACD 2.36 高于信号线 1.5711,红柱扩张,距 52 周高点仅 -3.57%,动量与趋势读数同向偏强。

META Meta (META)
偏上行

五日累计上涨 9.31%,现价 648.03 明显高于 SMA20 的 583.81,RSI14 达 66.4 接近超买区,MACD 11.5954 远高于信号线 1.6718,柱体为正且幅度较大。虽仍处 SMA200 的 622.96 上方,但距 52 周高点 -18.05%,短线动量读数显著偏上行。

CL=F WTI 原油期货 (CL=F)
偏上行

现价 99.99,五日上涨 9.52%,居候选资产前列。RSI14 达 71.4 已进入超买区,MACD 4.1878 高于信号线 2.707,价格站上 SMA20 的 88.52、SMA50 的 83.23 与 SMA200 的 79.59,多头排列成立。但 RSI 超买读数提示短线动能已较为拥挤。

USDCNY=X 美元兑人民币 (USDCNY=X)
偏下行

现价 6.7 低于 SMA20 的 6.72、SMA50 的 6.75 与 SMA200 的 6.85,空头排列成立。RSI14 仅 14.7 处深度超卖,MACD -0.0118 低于信号线 -0.0112 形成死叉,距 52 周低点仅 0.02%,为全表最弱技术结构之一。

PDD 拼多多 (PDD)
偏下行

现价 77.81 低于 SMA20 的 84.63、SMA50 的 85.74 与 SMA200 的 97.48,空头排列明确。RSI14 仅 30.3 逼近超卖,MACD -2.076 低于信号线 -1.1204,绿柱延续,五日下跌 5.4%,距 52 周高点 -44.19%,趋势与动量读数一致偏弱。

全部资产

^VIX

VIX 恐慌指数

$15.84 -11.21%
5 日
+9.02%
距 52w 高
-55.1%
RSI(14)
50.5
趋势
空头
SMA 20 / 50 / 200
15.45 / 16.12 / 18.10
MACD / 信号
0.048 / -0.203
空头排列

^TNX

10Y 美债收益率 (%)

$4.97 +0.63%
5 日
+4.47%
距 52w 高
-0.2%
RSI(14)
73.7
趋势
多头
SMA 20 / 50 / 200
4.75 / 4.67 / 4.38
MACD / 信号
0.067 / 0.045
RSI 超买接近 52 周高多头排列

DX-Y.NYB

美元指数 DXY

$99.09 +0.01%
5 日
+0.10%
距 52w 高
-2.7%
RSI(14)
44.1
趋势
中性
SMA 20 / 50 / 200
99.20 / 100.05 / 99.14
MACD / 信号
-0.255 / -0.274
MACD 金叉 (1 天前)接近 52 周高

SPY

S&P 500 ETF

$764.29 +0.25%
5 日
-0.11%
距 52w 高
-1.9%
RSI(14)
44.1
趋势
多头
SMA 20 / 50 / 200
767.56 / 758.25 / 713.71
MACD / 信号
1.226 / 2.837
接近 52 周高多头排列

QQQ

Nasdaq 100 ETF

$714.88 -0.20%
5 日
+0.80%
距 52w 高
-4.5%
RSI(14)
46.3
趋势
多头
SMA 20 / 50 / 200
716.53 / 710.61 / 659.51
MACD / 信号
0.694 / 1.278
多头排列

AAPL

Apple

$332.27 +5.37%
5 日
+2.25%
距 52w 高
-3.6%
RSI(14)
58.9
趋势
多头
SMA 20 / 50 / 200
315.28 / 317.22 / 284.65
MACD / 信号
2.360 / 1.571
多头排列

MSFT

Microsoft

$495.63 +0.81%
5 日
-0.24%
距 52w 高
-10.5%
RSI(14)
55.0
趋势
多头
SMA 20 / 50 / 200
494.50 / 451.44 / 431.14
MACD / 信号
11.023 / 14.964
金叉(SMA50↑SMA200) (7 天前)多头排列

NVDA

Nvidia

$218.29 -2.41%
5 日
-2.73%
距 52w 高
-7.7%
RSI(14)
49.8
趋势
多头
SMA 20 / 50 / 200
220.51 / 212.17 / 197.28
MACD / 信号
3.087 / 3.236
MACD 死叉 (今天)多头排列

GOOGL

Alphabet

$338.50 +2.37%
5 日
+0.41%
距 52w 高
-17.2%
RSI(14)
41.3
趋势
中性
SMA 20 / 50 / 200
341.45 / 347.63 / 336.62
MACD / 信号
-3.905 / -3.076

TSLA

Tesla

$365.44 -0.64%
5 日
+2.36%
距 52w 高
-26.7%
RSI(14)
53.7
趋势
中性
SMA 20 / 50 / 200
353.86 / 355.70 / 399.05
MACD / 信号
4.947 / 2.721

META

Meta

$648.03 -0.87%
5 日
+9.31%
距 52w 高
-18.1%
RSI(14)
66.4
趋势
中性
SMA 20 / 50 / 200
583.81 / 600.20 / 622.96
MACD / 信号
11.595 / 1.672
加密恐慌贪婪
63
贪婪
加密总市值
$2.66 T
-1.41% / 24h
BTC 主导率
58.3%
ETH 11.5%
24h 成交量
$110.2 B
活跃币 21,085

BTC-USD

Bitcoin

$77,278.17 +0.93%
5 日
-3.82%
距 52w 高
-38.8%
RSI(14)
55.1
趋势
多头
SMA 20 / 50 / 200
78,617.20 / 70,647.60 / 70,025.70
MACD / 信号
2,027.918 / 2,761.961
金叉(SMA50↑SMA200) (3 天前)多头排列

ETH-USD

Ethereum

$2,512.58 +3.10%
5 日
-0.08%
距 52w 高
-47.3%
RSI(14)
63.0
趋势
多头
SMA 20 / 50 / 200
2,467.58 / 2,160.61 / 2,052.32
MACD / 信号
89.539 / 108.103
多头排列

SOL-USD

Solana

$102.24 +3.60%
5 日
-3.95%
距 52w 高
-59.6%
RSI(14)
58.3
趋势
多头
SMA 20 / 50 / 200
102.12 / 86.87 / 82.92
MACD / 信号
4.211 / 5.360
金叉(SMA50↑SMA200) (9 天前)多头排列

BABA

阿里巴巴 (BABA)

$109.30 -0.09%
5 日
-2.24%
距 52w 高
-43.3%
RSI(14)
34.9
趋势
空头
SMA 20 / 50 / 200
118.24 / 117.05 / 134.75
MACD / 信号
-2.863 / -1.508
空头排列

PDD

拼多多 (PDD)

$77.81 -1.02%
5 日
-5.40%
距 52w 高
-44.2%
RSI(14)
30.3
趋势
空头
SMA 20 / 50 / 200
84.63 / 85.74 / 97.48
MACD / 信号
-2.076 / -1.120
空头排列

JD

京东 (JD)

$27.06 +0.22%
5 日
-2.77%
距 52w 高
-26.6%
RSI(14)
31.6
趋势
中性
SMA 20 / 50 / 200
28.50 / 29.58 / 29.11
MACD / 信号
-0.785 / -0.607

0700.HK

腾讯控股 (0700.HK)

HK$428.40 +0.66%
5 日
-3.25%
距 52w 高
-37.3%
RSI(14)
39.7
趋势
空头
SMA 20 / 50 / 200
442.25 / 455.98 / 511.63
MACD / 信号
-7.140 / -5.661
空头排列

GC=F

黄金期货

$4,390.00 +0.58%
5 日
-2.26%
距 52w 高
-21.4%
RSI(14)
49.7
趋势
中性
SMA 20 / 50 / 200
4,469.51 / 4,266.43 / 4,526.92
MACD / 信号
26.310 / 53.038

CL=F

WTI 原油期货

$99.99 -2.43%
5 日
+9.52%
距 52w 高
-16.3%
RSI(14)
71.4
趋势
多头
SMA 20 / 50 / 200
88.52 / 83.23 / 79.59
MACD / 信号
4.188 / 2.707
RSI 超买多头排列

USDCNY=X

美元 / 人民币

¥6.70 -0.13%
5 日
-0.20%
距 52w 高
-6.9%
RSI(14)
14.7
趋势
空头
SMA 20 / 50 / 200
6.72 / 6.75 / 6.85
MACD / 信号
-0.012 / -0.011
MACD 死叉 (1 天前)RSI 超卖接近 52 周低空头排列
风险提示

以上内容仅为基于公开行情数据的技术指标解读,不构成任何投资建议或买卖依据。过去走势不代表未来表现,指标读数可能随价格快速变化而失效。请读者独立判断并自行承担风险。

Arrest made over the death of black woman found hanged from tree

Tasia Fortune's body was found in the lot of an abandoned home in Mississippi in August.

中文摘要 美国密西西比州一名非裔女性塔西娅·福琼8月被发现吊死在废弃房屋地块上,警方已就此案逮捕一名嫌疑人,案件仍在调查中。

Why Emerging Powers Keep Joining BRICS, Even When They Disagree

The leaders of China, Russia, India, Iran and other nations in the BRICS club gather in New Delhi this weekend, but wars and soaring energy prices divide them.

中文摘要 金砖国家领导人本周末在新德里举行峰会,中国、俄罗斯、印度、伊朗等国出席,但战争与能源价格飙升令成员国之间分歧加深。

As China rises, Australia is increasingly enmeshed in the US war machine. Is the alliance still worth the risk?

Australia is being exploited by an ally that could draw it, however unwillingly, into war with China, experts warn Get our new political email, free app or daily news podcast “Physical security matters,” said Kevin Rudd, at his axiomatic best before the National Press Club this week. “Our first resp

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Iran war live: Houthis control Red Sea coast, Saudi pipeline shut down

Houthi forces seize Yemen's Red Sea coast while Saudi Arabia suspends crucial oil pipeline following drone attack.

中文摘要 胡塞武装控制也门红海沿岸,沙特阿拉伯在无人机袭击后暂停一条关键石油管道运行,地区局势持续紧张。

Colombia to Start Aerial Spraying of Coca Crops Despite Health Worries

The plan — quickly challenged by a local court — came days after Colombia’s president and the U.S. secretary of state, Marco Rubio, discussed stronger measures against drug trafficking.

中文摘要 哥伦比亚将重启对古柯作物的空中喷洒,尽管存在健康担忧;该计划随即遭当地法院质疑,此前数日哥总统与美国国务卿鲁比奥讨论了加强缉毒措施。

UN extends partial Sudan arms embargo for a month

Sudan’s UN ambassador said a total arms embargo goes against the UN Charter that guarantees a right to self-defence.

中文摘要 联合国将苏丹部分武器禁运延长一个月。苏丹驻联合国大使称全面武器禁运违反《联合国宪章》赋予的自卫权。

Flavio Bolsonaro faces corruption probe weeks before Brazil election

The investigation came to light as Brazil's Supreme Court unseals files related to the Banco Master corruption scandal.

中文摘要 巴西选举前数周,弗拉维奥·博索纳罗面临腐败调查。巴西最高法院解封与「Banco Master」腐败丑闻相关的文件,调查由此曝光。

Houthis Seize a Key Red Sea Island, Threatening Another Global Oil Route

The militia captured the island in the Bab al-Mandab Strait, a choke point for trade. Saudi Arabia also announced it had shut down a critical oil pipeline after a drone attack launched from Iraq.

中文摘要 胡塞武装夺取红海曼德海峡一关键岛屿,威胁又一全球石油航道。沙特阿拉伯同时宣布,在来自伊拉克的无人机袭击后关闭一条关键石油管道。

Houthis claim major advance in Yemen and tighten grip on Red Sea shipping lane

The Iran-backed Houthis are also reported to have seized Perim - a strategic island on the major shipping route.

中文摘要 伊朗支持的胡塞武装宣称在也门取得重大进展,并加强对红海航运通道的控制;据报道其还占领了重要航道上具有战略地位的丕林岛。

Israeli demolitions threaten schools and homes in Masafer Yatta

Students pledge to continue learning as Masafer Yatta demolitions target homes, schools, and their right to education.

中文摘要 以色列在约旦河西岸马萨费尔亚塔的拆除行动威胁当地民居与学校。学生表示将继续求学,捍卫受教育权。

The other side of 9/11: Afghans reckon with America's long shadow

It's been nearly 25 years since the start of the U.S- led invasion of Afghanistan. NPR returns to Kabul to see how Afghans, now back under Taliban rule, are coping with the legacy of that 20 year war.

中文摘要 美国领导的对阿富汗入侵已近25年。NPR重返喀布尔,观察在塔利班重新执政下的阿富汗人如何面对这场20年战争的遗留影响。

Saudi Arabia says East-West pipeline hit by drones launched from Iraq

Iraq condemns the attack, dismisses a military commander who led operations in Maysan province.

中文摘要 沙特阿拉伯称其东西向输油管道遭从伊拉克发射的无人机袭击。伊拉克谴责此次袭击,并解除了负责迈桑省军事行动的一名指挥官职务。

Passenger train derails in France leaving at least 44 injured

France's transport minister says 180 passengers were on board the train operating the Rouen-Caen route in Normandy.

中文摘要 法国一列客运列车在诺曼底鲁昂至卡昂线路脱轨,车上载有180名乘客,造成至少44人受伤。法国交通部长通报了相关情况。

Larry Ellison to sell up to $7.5bn worth of Oracle stock

Founder to offload as many as 50mn shares as company posts higher revenue from data centres but faces investor fears it is overcommitted to AI

中文摘要 甲骨文创始人拉里·埃里森将出售至多5000万股公司股票,价值最高约75亿美元。甲骨文数据中心业务收入增长,但投资者担忧公司在人工智能领域投入过度。

Wall Street Week | Venezuela’s Oil Test, Overcapacity in Renewables, Defense Tech Boom

This week, while Venezuela has the oil reserves to impact global energy markets, rebuilding production will take years, billions of dollars and investor trust. And, Europe’s solar success is creating growing pains for investors, generators and power markets. Plus, can data centers turn Scotland’s wa

中文摘要 本期节目聚焦委内瑞拉石油储备虽可观,但重建产能需数年、数十亿美元及投资者信任;欧洲太阳能产业成功带来产能过剩问题,给投资者、发电商和电力市场造成压力;此外还关注国防科技热潮与数据中心议题。

Former NY Fed President on Remembering 9/11

William Dudley discussed Dudley’s experience on a diverted flight during the FAA ground stop after the attacks. Dudley said the plane was unable to land in the U.S. and was sent to Saint John’s, Newfoundland, where passengers were kept for six days. He compared the experience to the musical Come Fro

中文摘要 前纽约联储主席威廉·杜德利回忆9·11事件当天,其乘坐航班因联邦航空管理局停飞令被迫改道,无法降落美国,转飞加拿大纽芬兰圣约翰斯,乘客被滞留六天。

KBW CEO on re-building Manhattan after 9/11

Tom Michaud describes how KBW responded in the aftermath of Sept. 11 by focusing first on helping the families of victims and then on rebuilding the firm. He says he, John Duffy, and Andy Senczak formed the top leadership group, alongside an office of the chairman, and that nearly all of the firm’s

中文摘要 KBW首席执行官汤姆·米肖讲述公司在9·11事件后的应对:首先帮助遇难者家属,随后重建公司,他与约翰·达菲、安迪·森扎克组成最高领导层并设立董事长办公室。

Early SpaceX investor Atreides hires co-CIO of Lone Pine

Kelly Granat to join tech-focused investment firm set up by former Fidelity Investments star stock picker Gavin Baker

中文摘要 SpaceX早期投资者Atreides聘请Lone Pine联合首席投资官凯利·格拉纳特加盟。该科技投资公司由前富达投资明星选股人加文·贝克创立。

Former NYC Deputy Mayor on Remembering 9/11

Edward Skyler reflects on the aftermath of 9/11, saying it was extremely difficult to make decisions in the wake of a tragedy that left 2,700 people murdered and the city filled with grief, anxiety, and political tension. He recalls that when Mayor Bloomberg was sworn in on 01/01/2002, smoke was sti

中文摘要 前纽约市副市长爱德华·斯凯勒回顾9·11事件后续,称造成2700人遇难,全城笼罩悲痛、焦虑与政治紧张,决策极为艰难。他回忆布隆伯格市长于1月1日宣誓就职时的情形。

Rebuilding After 9/11, Cantor Fitzgerald's Annual Charity, Eye on Energy Markets

Bloomberg Television brings you the latest news and analysis leading up to the final minutes and seconds before and after the closing bell on Wall Street. Today's guests are Former NY Fed President, Bill Dudley. Tom Michaud KBW CEO. Ed Skyler Former NYC Deputy Mayor. Matt DiLiberto, SL Green CFO. Ed

中文摘要 彭博电视节目在华尔街收盘前后带来最新新闻与分析,嘉宾包括前纽约联储主席比尔·杜德利、KBW首席执行官汤姆·米肖、前纽约市副市长埃德·斯凯勒及马特·迪利伯托,内容涉及9·11重建、坎托·菲茨杰拉德年度慈善活动及能源市场。

SL Green CFO on Lower Manhattan's rebound after 9/11

Matt DiLiberto discussed the 25-year transformation of Lower Manhattan after Sept. 11, saying the area has been “reimagined” from a largely nine-to-five financial district into a vibrant neighborhood where people live, work, study, and visit. He said the central question after the attacks was not wh

中文摘要 SL Green首席财务官马特·迪利伯托谈及9·11后25年曼哈顿下城的转型,称该区域已从以朝九晚五金融区为主被「重新构想」为人们居住、工作、学习和到访的活力社区。

JD.com Unit Agrees to Pay SEC $500,000 Over ‘Sham Transactions’

A unit of China’s online retailer JD.com Inc. agreed to pay $500,000 to settle US Securities and Exchange Commission claims it made a series of “sham transactions” to meet revenue targets for several quarters starting in October 2022.

中文摘要 中国电商京东旗下一家子公司同意向美国证券交易委员会支付50万美元罚款,以和解其自2022年10月起连续多个季度为达成营收目标而进行一系列「虚假交易」的指控。

Bond Trader Whose Wrong-Way Bets Collapsed Firm Gets 16 Years

A former trader at IFS Securities Inc. was ordered to serve more than 16 years in prison for unauthorized bond trades in 2019 that led to $30 million in losses and bankrupted the Chicago broker-dealer.

中文摘要 IFS Securities Inc.一名前交易员被判处逾16年监禁,因其2019年进行未经授权的债券交易,造成3000万美元损失,并导致这家芝加哥经纪自营商破产。

KKR Wraps Up $2.1 Billion Leveraged Loan for Integer Acquisition

KKR & Co. Inc. finalized a $2.1 billion loan to help fund its pending acquisition of medical-device maker Integer Holdings Corp. after securing more-favorable terms, seizing on investor demand for leveraged-buyout financings.

中文摘要 KKR & Co. Inc.完成21亿美元贷款,用于资助其待完成的医疗设备制造商Integer Holdings Corp.收购交易,此前获得更有利条款,并借势投资者对杠杆收购融资的需求。

Jon Ledecky reflects on Sept. 11 and NYC sports scene

Jon Ledecky, NHL team New York Islanders co-owner, sat down with Bloomberg's Romaine Bostick to remember the events on Sept. 11, the power of sports and more. (Source: Bloomberg)

中文摘要 NHL纽约岛人队联合老板乔恩·莱德基接受彭博的罗曼·博斯蒂克采访,回顾9·11事件、体育的力量等话题。

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