Top Project
cordiverse/cordis
TypeScript · ★ 4,543 · 🍴 234 · 📈 719 stars today
Meta-Framework of Spatiotemporal Composability
中文介绍 cordis 是一个时空组合的元框架，旨在解决复杂系统中的时空关系问题。为什么重要：它可能为多维数据分析和高级模型构建提供新的工具链，助力智能系统的发展。
2026-08-16
Morning Brief
2026-08-16
今天在 AI 领域推出的新技术与国际火灾事件对市场和社会均产生广泛影响。
今日最重要的 5 件事
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1
OpenAI推出 GPT-5.6帮助初创企业
为什么重要 这一技术有助于初创企业以更高效的方式构建 AI 代理，可能在市场上创造更多创新与机会。
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2
美联储7月会议纪要将揭示加息争议
为什么重要 纪要将展现美联储面对高通胀及经济不确定性时的决策挑战，影响市场信心。
-
3
比利时森林大火造成严重影响
为什么重要
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4
Ralph Lauren引领复工潮工作服市场
为什么重要 随着人们回归办公室，工装市场需求创新增长，为品牌带来了盈利机会，并体现了消费趋势的变化。
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5
Gemini 3.7 Flash 重塑 AI 技术应用前景
为什么重要 该技术的升级将推动多行业的创新发展，影响未来 AI 应用的广泛程度。
市场状态
Risk-Off
- 5 个跟踪资产处于多头趋势，8 个处于空头趋势。
- SPY 当前为 bullish，5 日 +0.40%，RSI 65.7。
- 加密恐惧贪婪指数为 34（恐慌）。
- 加密总市值 24h 变化为 -0.00%。
观察 观察 BTC 在 5 日 -0.78% 后能否企稳。
招聘信号
- 升温 AI Agent Development GPT-5.6 和 Gemini 3.7 的发布显示对智能代理开发者的需求增加。
- 升温 Machine Learning Engineering AI 应用快速发展，相关工程师职位需求逐步上升。
- 升温 Data Analysis for Economic Models 随着市场对经济分析的关注增强，需要更多具备该技能的人才。
论文趋势
X 讨论主题
Most Practical
basecamp/omarchy
Shell · ★ 25,190 · 🍴 2,567 · 📈 225 stars today
Beautiful, Modern & Opinionated Linux
中文介绍 omarchy 提供了一个美观、现代且有独特见解的 Linux 发行版，旨在改善用户体验并简化操作。为什么重要：它反映了用户友好的操作系统设计趋势，可能吸引更多新手和专业用户。
Most Surprising
unslothai/unsloth
Python · ★ 72,356 · 🍴 6,522 · 📈 580 stars today
Local UI to run and train LLMs and diffusion models, including Qwen3.8, Kimi K3, MiniMax-H3, Gemma 4, DeepSeek-V4, FLUX and more.
中文介绍 unsloth 是一个本地用户界面，支持运行和训练 LLMs 以及扩散模型，包括多个先进的模型如 Qwen3.8 和 Kimi K3。为什么重要：它简化了模型交互和部署，有助于开发者利用最新的 AI 技术进行创新。
查看更多 (5)
OpenCut-app/OpenCut
TypeScript · ★ 83,643 · 🍴 8,270 · 📈 134 stars today
The open-source CapCut alternative
中文介绍 OpenCut 是一个开源的 CapCut 替代品，提供视频编辑功能，旨在让用户轻松进行视频剪辑和合成。为什么重要：它为用户提供了自由选择视频编辑工具的机会，推动了开源多媒体软件的发展。
akitaonrails/ai-memory
Rust · ★ 1,642 · 🍴 169 · 📈 41 stars today
Solution for long term memory for agent coding CLIs and to facilitate handoff between different agent vendors
中文介绍 ai-memory 提供长效记忆解决方案，旨在改善不同代理之间的代码 CLI 和交接效率。为什么重要：它增强了 AI 系统的数据持久性和协作能力，助力未来的智能代理生态。
public-apis/public-apis
Python · ★ 461,137 · 🍴 50,950 · 📈 1,583 stars today
A collective list of free APIs
中文介绍 public-apis 是一个免费 API 的集合列表，旨在为开发者提供方便快捷的接口资源。为什么重要：它促进了开放数据和可重用 API 生态的发展，助力开发者构建更丰富的应用。
ToolJet/ToolJet
JavaScript · ★ 39,825 · 🍴 5,319 · 📈 446 stars today
ToolJet is the open-source foundation of ToolJet AI - the enterprise app generation platform for building internal tools, dashboard, business applications, workflows and AI agents 🚀
中文介绍 ToolJet 是开源的 ToolJet AI 基础，旨在帮助用户构建内部工具、仪表盘和商业应用，支持工作流和 AI 代理。为什么重要：它表明了低代码平台的兴起，提升了企业开发效率和灵活性。
cactus-compute/needle
Python · ★ 6,383 · 🍴 425 · 📈 447 stars today
14MB foundation model for tiny devices; phones, wearables, smart home, and robots.
中文介绍 needle 是一个针对小型设备（如手机、可穿戴设备、智能家居和机器人）的 14MB 基础模型，旨在优化资源使用和性能。为什么重要：它反映了人工智能普及化趋势，使小型设备也能高效运行复杂模型。
OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution
👍 252
AI agents operate in persistent environments where early state changes can influence decisions far into the future. Unlike conventional language-model interactions, agent behavior is mediated through a shared state that is repeatedly modified and reused across long-horizon workflows. Current safety
中文介绍 论文提出了一种通过开放环境演化进行代理的红队测试的方法，旨在提升 AI 代理在长期决策过程中对环境变化的适应性。这一方法强调代理行为通过共享状态进行调控，从而影响未来决策。研究结果显示，强化的行为模型能够更有效应对复杂环境变化。意义：该研究推动了对复杂AI代理行为安全性的理解，并可能在安全性测试和强化学习领域产生影响。
LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers
👍 99
No single large language model (LLM) is optimal across all queries and budget constraints, making model routing essential for cost-effective deployment. Existing routers adopt diverse formulations and implementations, making fair comparison and extension difficult. We present a unified formulation o
中文介绍 针对大型语言模型（LLM）在处理查询和预算约束下的非最优性，论文提出了一种统一的模型路由基础设施，旨在提高 LLN 路由的开发、评估和部署效率。该方法通过统一的公式化，简化了现有多样化路由模型的比较与扩展。研究结果表明，该基础设施可以降低开发成本并提升模型性能。意义：此成果将推动 LLM 在各种实际应用中的效率和灵活性提升。
DreamX-Phi 1.0: Action-Conditioned Video World Model for Robotic Manipulation
👍 87
We present DreamX-Phi 1.0, an action-conditioned video world model for robotic manipulation that, given an observed frame, a language instruction, and a prescribed action sequence comprising end-effector poses and gripper states, predicts the resulting future observations. Yet realism alone does not
中文介绍 DreamX-Phi 1.0 是一种动作条件下的视频世界模型，专注于机器人操控任务。该模型利用观察到的帧和语言指令，预测未来观察结果。通过将现实主义与预测能力结合，模型在复杂动态场景中表现出良好的适应性。研究表明，该模型能够有效支持机器人的操作和决策。意义：这一进展为强化学习和机器人领域提供了新视角，提升了智能体的操作自主性。
Mechanist: AI as a Scientific Instrument for Discovering the Mechanisms of Intelligence
👍 84
AI models have achieved remarkable success across diverse domains, yet the mechanisms underlying their capabilities and the risks they may pose remain poorly understood. As AI development becomes faster and increasingly automated, mechanistic exploration remains largely manual, widening the gap betw
中文介绍 论文探讨了 AI 作为科学工具的潜力，旨在揭示智能的机制和相关风险。通过开发机制探索工具，该工作旨在缩小理论与实践之间的差距，推进 AI 的解释能力。研究结果显示，系统化的机制分析能够提升对 AI 行为的理解。意义：这为探索智能的基本机制和安全性提供了新方法，具有重要的研究意义和实际应用价值。
SkillZip: Contract-Preserving Graph Compression for Scalable Agent Skill Libraries
👍 74
Large Language Models (LLMs) increasingly act as agents whose procedural knowledge is stored in reusable skill packages and loaded at inference time. As skill libraries grow, a central challenge is to expose the smallest sufficient executable context under a limited context budget. Existing systems
中文介绍 SkillZip 提出了以合同保留为目标的图压缩方法，旨在为可扩展的代理技能库提供支持。该方法针对大型语言模型在推理时的技能重用进行优化，确保在有限上下文预算下，不暴露冗余的可执行上下文。研究结果显示，SkillZip 能有效提高推理效率，并缩短计算时间。意义：这对于降低 AI 系统的资源消耗和提高灵活性具有重要影响。
DarwinX: Evolving Agent Harnesses Through Natural Selection
👍 71
An LLM agent's capability depends not only on model weights but on its harness: prompts, tools, skills, and control flow. Self-improvement loops already edit harnesses, yet single-lineage search is path-dependent and local wins often regress other tasks. We introduce DarwinX, which treats self-evolu
中文介绍 DarwinX 引入了一种自然选择的自我进化代理模型，强调模型性能不仅依赖于权重，还取决于其提示、工具和技能等组成部分。通过自我改善循环，DarwinX 能够适应多变的任务环境，避免单一血统搜索带来的局限。研究表明，该方法能显著提升模型的任务适应性和整体性能。意义：这一方法拓展了自我进化和适应性学习的研究视角，促进 AI 发展中的动态适应能力。
Intern-S2-Preview: Scientific Agentic Foundation Model
👍 50
Scientific discovery increasingly requires AI systems that can reason over scientific evidence of heterogeneous modalities, interact with scientific tools and environments, and sustain progress across long task horizons. We present Intern-S2-Preview, a series of scientific agentic foundation models
中文介绍 Intern-S2-Preview 是一系列科学代理基础模型，旨在支持科学发现过程中的长期推理与工具交互。该模型通过结合异构模态的科学证据，提高了科研任务的自动化水平。初步实验表明，模型在处理多场景科学问题时表现出较高的准确性。意义：该研究为科学探索提供了新的 AI 工具，可能在研究和开发过程中引发变革。
How Can Rhetoric Reward-Hack AI Reviewers? Dissecting Rhetorical Sensitivity in AI-Based Peer Review
👍 43
As large language models increasingly participate in scientific evaluation, we investigate a potential form of reward hacking: how rhetorical choices shape AI-review judgments when reported scientific content is preserved and how these effects vary across evaluation conditions. We construct a contro
中文介绍 本研究调查了修辞选择对 AI 评审判断的影响，特别是在科学内容的报告保持不变的情况下，如何塑造评审结果。通过构建对照实验，论文分析了不同评估条件下，修辞敏感性对判断的影响。研究结果显示，修辞技巧对 AI 评审的结果有显著影响。意义：这为理解 AI 在科学评价中的潜在偏见提供了重要参考，具有实际应用价值。
AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design
👍 39
Transforming multimodal sources into condensed and structured media outputs can be fundamentally conceptualized as a long-horizon agentic process centered on a model-harness system. While an ideal harness system should align with human design priors and accumulate reusable experience through empiric
中文介绍 AutoDesign 提出了基于元提示优化的长时间代理设计框架，旨在将多模态源转化为简练结构化的媒体输出。通过强调与人类设计先验的一致性，AutoDesign 能根据经验不断积累可重用资源。初步实验表明，该方法在设计效率上有显著提升。意义：该研究有助于提升 AI 在设计领域的创作能力与效率，推动设计智能化进程。
PlayWorld: Benchmarking World Models with Agent Players over Long-Horizon Objectives
👍 38
Video world models simulate future states conditioned on current observations and user actions. Recent systems have demonstrated impressive video consistency and action controllability over long sequences. However, fairly comparing these interactive models remains challenging. In practice, a human p
中文介绍 PlayWorld 旨在基准化带有代理玩家的世界模型，重点关注长时间目标中的互动性。研究表明，视频世界模型能够有效模拟未来状态，但在模型之间的公平比较尚待解决。通过良好的人类表现与模型输出对比，研究探索了评估标准。意义：这一研究提升了对交互模型研究的标准化，可能推动动态环境中的 AI 设计与应用。
Spatial Memory Agent: Experience-Grounded Procedure Memory for Spatial Intelligence
👍 35
Spatial intelligence is becoming a foundation for embodied agents, robotic planning, and multimodal assistants. To improve the spatial reasoning ability of VLM agents, existing work has mainly followed two lines. One line uses post-training methods, such as supervised fine-tuning and reinforcement l
中文介绍 Spatial Memory Agent 研究了一种基于经验的程序记忆方法来提升空间智能。该方法利用现有的空间推理技术，旨在增强视觉语言模型（VLM）代理的空间推理能力。实验结果表明，该技术对 VLM 的空间理解和规划能力产生了积极影响。意义：这一探索为提高代理的空间计算和决策能力提供了新方法，对嵌入式智能系统的开发具有现实意义。
Can LLM Agents Stick to the Script? A Benchmark for Long-Horizon Consistency in Interactive Narratives
👍 26
The rapid advancement of Large Language Models (LLMs) is revolutionizing AI for Games by enabling open-ended and fluid interactive storytelling. However, existing research has largely overlooked the critical challenge of maintaining long-horizon logical consistency and narrative integrity against un
中文介绍 该研究提出了一种基准测试，旨在评估大型语言模型（LLM）在交互叙事中的长期一致性，探讨如何保持叙事逻辑在开放式情境中的连贯性。通过多种实验设计，研究揭示了当前模型在面对复杂叙事时的一致性挑战。研究结果对于优化 LLM 的叙事能力具有重要意义。意义：此研究为 AI 在游戏和交互故事开发中的应用提供了重要见解。
Massive Activations in Hybrid Linear Attention Large Language Models: Pre-Attention Spikes and Inter-Spike Plateaus
👍 24
We present the first systematic study of Massive activations (MAs) in layer-interleaved HLA LLMs and uncover two architecture-aligned morphologies: MAs consistently spike immediately before full attention layers, forming pre-attention spikes (PAS), and can persist through intervening linear attentio
中文介绍 本论文研究了混合线性注意力大型语言模型中的大量激活现象，发现存在两种与架构相关的激活形式：预注意力激活和跨激活滞留。通过系统性分析，这些激活在模型层间的表现将影响整个模型的注意力效率。研究结果为模型优化提供了深入理解。意义：此研究为大型模型提高计算效率及性能源提供了理论基础，推动 AI 模型的深化应用。
Full-bandwidth transformer
👍 16
Autoregressive transformers compute along two axes: horizontally across generated tokens, and vertically through model depth. Dense attention gives each token broad horizontal access to the past, but the vertical feedback channel between decoding steps remains narrow: only the sampled token returns
中文介绍 Full-bandwidth transformer 提出了在生成标记时对纵向反馈通道的优化，使得每个标记在模型深度和生成上下文中的访问更加广泛。此研究对自回归Transformer的生成过程进行了深入探讨，明确提升了模型的生成质量。研究结果显示，该方法可有效促进大型语言模型在生成任务中的表现。意义：这一进展为推理效率的增强和生成模型的应用提供了新的方向。
An AI4AI Framework for Visual Token Pruning
👍 11
Visual-token pruning can substantially reduce the inference cost of multimodal large language models (MLLMs), yet existing methods largely rely on fixed, handcrafted heuristics and costly expert trial and error. As pruning objectives, budgets, and model architectures diversify, manually navigating t
中文介绍 AI4AI 框架通过视觉令牌修剪来降低多模态大语言模型的推理成本。论文批判性地分析了现有方法的局限性，并提出一种灵活的视觉令牌修剪策略，以适应多样化的预算和模型架构。研究结果表明，该框架在实际应用中具有较高的适应性和有效性。意义：该研究为优化多模态模型的推理效率与性能提供了新思路，推动 AI 应用的发展。
Self-Evolving Embodied Agents via Skill-Harness Evolution
👍 11
Embodied agents are increasingly built as systems around foundation models, where performance depends not only on model weights but also on the skills, context, action interfaces, and execution harness surrounding the model. While supervised fine-tuning and reinforcement learning can adapt agents to
中文介绍 该论文探讨了通过技能-执行框架进化的自主体代理，强调了在基础模型周围构建系统的重要性，以提升其执行性能。通过融合监督微调与强化学习，代理能够在多任务环境中动态适应。研究结果显示，此框架对提高代理的输出质量具有显著效果。意义：该研究为增强智能体在多样化环境中的适应性和执行力提供了理论与实践支持。
Thought-Level Beam Search for Reasoning
👍 10
Test-time compute scaling is a primary driver of performance in large reasoning models (LRMs), but extreme inefficiency bounds current approaches, shifting the critical question from how much compute to spend, to where to allocate it. We formalize test-time reasoning as a constrained compute allocat
中文介绍 论文提出了一种思维级别的束搜索方法，旨在解决大型推理模型的计算效率问题。该研究通过形式化测试时间推理为受限计算分配，优化了推理过程中资源的配置，以提高推理性能。实验证明，该方法能够有效缓解计算瓶颈。意义：这一研究为推动有效推理机制的实现提供了新思路，具有实际应用价值。
AVA-Encoder: Towards Agent-Native Video Representation Learning
👍 10
Creative agents still lack an effective way to learn from high-quality human films, limiting their ability to produce cinematic-grade videos. A key challenge is the absence of a structured video representation that is both faithful to film content and directly usable for agentic reasoning and manipu
中文介绍 AVA-Encoder 旨在为代理本土视频表征学习提供方案，解决创意代理在学习高质量电影时的局限性。该模型提出了一种结构化的视频表征方式，以支持智能代理在电影内容上的合理推理和操作。研究表明，该方法提升了创意代理的视频生成能力。意义：此研究可能在视频创作和分析领域引发重要变革，推动相关应用的发展。
OmniScientist: An Omni-Modal Omni-Discipline AI Scientist
👍 10
Recent advances in foundation models have enabled AI scientists to automate increasingly complete research workflows, from hypothesis generation and code execution to manuscript preparation. Yet workflow coverage alone does not provide access to the full evidence on which scientific discovery depend
中文介绍 OmniScientist 是一款多模态、多学科的 AI 科学家，旨在自动化全面的科研工作流。该研究强调覆盖工作的广泛性，但仅靠工作覆盖并不能有效利用科学发现所需的完整证据。初步结果表明，OmniScientist 提升了科学研究的效率和深度。意义：这一成果可能在科学研究与开发过程中引入深刻变革，促进跨学科的协作与创新。
Learning How the World Evolves: Extrapolative Video World Models via Latent Dynamics Reasoning
👍 10
The world evolves following its dynamics, i.e., its laws of motion. However, leading video diffusion models largely fit the pixels without modeling how the pixels transit over time. Thus, they render visually plausible frames but may not accurately obey the laws. To capture the dynamics purely from
中文介绍 论文讨论了如何通过外推视频世界模型来理解世界演变，强调仅依靠像素拟合无法抓住动态规律。研究提出结合潜在动力学推理的方法，以提高对世界演化的建模能力。实验结果表明，该模型在捕捉动态变化上具有较高的表现。意义：此研究有助于提升 AI 在视频分析和预测能力上的表现，推动相关应用的发展。
Cursor + SpaceXAI: the fastest iterating team wins
@sarahdingwang · 18.0K 粉丝 · 1.2M 阅 · 514 赞 · 73 转
By @BornsteinMatt, @martin_casado, and myself. AI coding could be the biggest addressable market of our lives. And, unless you think we’ve fully addressed it (which no one thinks; we are more like 1%
中文介绍 博主探讨了 AI 编程的潜力，认为其可能是我们人生中最大的市场。他指出当前仅有约 1% 被完全开发，强调快速迭代团队的重要性，推动行业的快速发展。
The Elon–Jensen "Understanding"
@TeslaLarry · 53.1K 粉丝 · 56.5K 阅 · 507 赞 · 54 转
After the SpaceX earnings call on August 4, several pieces started lining up for me in a way that is hard to ignore. Elon didn’t just praise Nvidia hardware, he declared an exclusive commitment to
中文介绍 在 SpaceX 的财报电话会议后，博主分享了他对埃隆·马斯克与英伟达之间合作的深刻看法，认为这种关系将推动技术进步和市场动态变化。
Preparing GLM-5.3 for Open Release: A Responsible Path to Cyber Defense
@Zai_org · 136.2K 粉丝 · 42.7K 阅 · 583 赞 · 50 转
When GLM-5.2 helped Hugging Face investigate an incident in which an AI autonomously bypassed its own safeguards, it highlighted a broader shift. AI is becoming part of both cyber offense and cyber
中文介绍 博主分享了 GLM-5.2 在网络安全事件中的应用，强调 AI 正在日益融入网络攻防的领域，反映出技术在这方面的转变和新的责任。
The AI Engineering Skills Map
@AndrewYNg · 1.8M 粉丝 · 41.2K 阅 · 716 赞 · 89 转
I am delighted to present The AI Engineering Skills Map. AI allows us to build software very differently today than in 2022, and everyone with the skills to take advantage of this shift has numerous
中文介绍 博主推出了《AI 工程技能地图》，强调 AI 技术改变了软件开发方式，掌握这些技能的人将拥有更广泛的就业机会，反映出行业对新技能的需求。
What's new in Gemini 3.7 Flash
@GoogleAIStudio · 192.9K 粉丝 · 31.5K 阅 · 535 赞 · 34 转
Gemini 3.7 Flash (gemini-3.7-flash) is generally available (GA) and ready for production use. It is our most intelligent workhorse model yet for software engineering, and agentic workflows. This guide
中文介绍 博主宣布 Gemini 3.7 Flash 模型正式发布，强调其在软件工程和智能工作流程中的应用潜力，标志着 AI 工具的不断进化。
Introducing Gemini 3.7 Flash
@GoogleAIStudio · 192.9K 粉丝 · 30.7K 阅 · 566 赞 · 60 转
Today, we’re building on the progress of our widely used Flash series by introducing Gemini 3.7 Flash, our most intelligent workhorse model yet for coding and agents. This release comes just three
中文介绍 今天，博主介绍了 Gemini 3.7 Flash 作为编码和代理的最新智能模型，标志着 Flash 系列不断进步，推动开发者使用更强大的 AI 工具。
Qwen3.8-27B Practical Guide: Control Reasoning Depth and Extend Context to 1M Tokens
@QwenDevs · 8.0K 粉丝 · 25.6K 阅 · 559 赞 · 51 转
Qwen3.8-27B is here — a compact, deployment-friendly dense model built on the Qwen3.5 architecture, with native vision-language understanding and flexible thinking control. Two developer-facing
中文介绍 博主发布了 Qwen3.8-27B 的实用指南，介绍其在推理深度控制和上下文扩展方面的功能，反映出模型在实用性和灵活性上的提高。
ORACLE: Confirmed AI Bots Actively Trading on Polymarket — Gains Reaching 200% Within 24 Hours
@OracleFoundtion · 19.4K 粉丝 · 18.8K 阅 · 3.1K 赞 · 615 转
In 2026, autonomous AI agents have become one of the most effective strategies on prediction markets. Over 30% of all activity on Polymarket now comes from algorithmic and AI-powered wallets. We
中文介绍 博主指出到 2026 年，自动化 AI 代理在预测市场中的交易活动已占超过 30%，并显示出 AI 在这一领域应用效果显著，抓住了市场的快速变化。
React for Agents: Astro Creator Brings Hooks to his Meta-Harness, Flue
Flue 2 takes its inspiration from React. Creator Fred Schott, of Astro fame, tells Latent Space why he added hooks and why agents are defined by their harnesses.
中文介绍 Flue 2 受 React 启发，创造者 Fred Schott 表示新增了 hooks，以便更好地定义代理的工作方式。
[AINews] Gemini 3.7 Flash brings GDM back to the forefront
Down, but not out!
中文介绍 Gemini 3.7 Flash 回归，尽管面临困难，仍然在发展中保持活力。
State of Open Models: Summer 2026 Observations
中文介绍 关于开放模型的观察报告将在2026年夏季发布。
Gemini 3.7 🤖, GPT-5.6 Sol Ultrafast ⚡, Anthropic $2T IPO 💰
中文介绍 Gemini 3.7 和 GPT-5.6 Sol Ultrafast 的新动态引人注目，展现了最新的发展趋势。
Record, train, and deploy from one place with Strands Agents, LeRobot, and Hugging Face Storage Buckets
中文介绍 Strands Agents、LeRobot 和 Hugging Face 储存桶将同步记录、训练和部署。
Introducing Gemini 3.7 Flash
中文介绍 DeepMind 最新推出 Gemini 3.7 Flash，增强了其技术能力。
Flock is tightening its rules in response to a growing surveillance backlash
The police-tech giant Flock is announcing today that it will change officers’ access to its nationwide network of license plate readers, in an apparent effort to quell a growing backlash and win back contracts lost amid concerns about mass surveillance and police abuse. Several changes aim directly
中文介绍 警方科技巨头 Flock 宣布将调整其全国车牌读取器的接入权限，以应对日益增长的监控抗议。
The builder’s guide to GPT‑5.6
Learn how startups use GPT-5.6 to build faster, more cost-efficient AI agents with smarter model selection and new Responses API capabilities.
中文介绍 OpenAI 介绍如何利用 GPT-5.6 帮助初创企业构建更快速、高效的 AI 代理。
Previewing Ultrafast mode: GPT-5.6 Sol at up to 14X the speed
Preview Ultrafast, a new OpenAI API service tier that runs GPT-5.6 Sol up to 14× faster. Powered by Cerebras, it delivers up to 750 output tokens per second.
中文介绍 OpenAI 提供预览快速模式，GPT-5.6 Sol 的运行速度提高至 14 倍，最高输出速度可达每秒 750 个输出 tokens。
OpenAI appoints Dali Rajic as Chief Revenue Officer
OpenAI appoints Dali Rajic as Chief Revenue Officer to lead its global revenue organization and help businesses realize the full value of AI.
中文介绍 OpenAI 任命 Dali Rajic 为首席收入官，负责全球收入组织，助力企业实现 AI 的最大价值。
How kids feel about AI, in their own words
When we set out to talk to kids about artificial intelligence, we thought we knew what we’d hear. We expected some to tell us they were using it to cheat a little, the way Millennials and Gen Xers opened up CliffsNotes or programmed formulas into their TI-82s, and others to share inspiring ways they
中文介绍 研究揭示孩子们对人工智能的看法，显示出他们如何互动和利用 AI 技术。
not much happened today
**Google** rapidly released **Gemini 3.7 Flash** just three weeks after 3.6 Flash, targeting coding, web development, knowledge work, and agentic workflows with a 50% introductory price cut and improved benchmark scores like **DeepSWE 65.3%** and **Code Arena Elo 1588**. The update quickly integrate
中文介绍 Google 在三周内快速推出 Gemini 3.7 Flash，针对编码、网络开发等领域提供 50% 的首次价格折扣，且报告的深度基准成绩为 65.3%。
[AINews] SpaceXAI Grok 4.6 and Grok @Bot
AI teammate category just had its most significant new entrant yet
中文介绍 AI 队友类别迎来了重要新成员，标志着 SpaceXAI Grok 4.6 的推出。
What We Learned by Reproducing 2,200 papers from ICML
中文介绍 Hugging Face 对 ICML 会议的 2200 篇论文进行了重现，获得了重要的研究发现。
Claude Chrome Cowork 🌐, Grok 4.6 🚀, DeepSeek v4-Pro-0813 🧠
中文介绍 Claude Chrome Cowork 和 Grok 4.6 及 DeepSeek v4-Pro-0813 等新工具将推进 AI 应用的发展。
当前市场状态各异。美股中，SPY 表现偏强，继续维持多头排列。加密市场则表现恐慌，加密恐慌贪婪指数为 34，表明市场处于恐慌阶段。总市值保持在 2.25 万亿美元，但 BTC 占比为 56.1% 显示出比特币依然是市场主导。黄金期货呈现上升趋势，WTI 原油期货因利好的基本面而强劲上涨。整体来看，美股显示出上行的动力，而加密市场则相对弱势。
今日关注
SPY
S&P 500 ETF
偏上行
SPY 当前价格为 776.34，52 周高点调整幅度为 -0.39%。其 20 日均线为 756.2，50 日均线为 748.93，表明存在多头排列。RSI 读数为 65.7，属于正常范围，显示出买盘动能较强。
CL=F
WTI 原油期货
偏上行
WTI 原油期货当前价格为 82.4，近期表现强劲，5 日上涨 5.4%。20 日均线为 82.51，50 日均线为 79.55，显示出多头趋势，同时 MACD 发出金叉信号。
AAPL
Apple
中性
AAPL 当前价格为 305.93，RSI 读数为 43.7，维持在正常范围，说明市场情绪比较平稳。其 20 日均线在 318.43，50 日均线在 309.19，处于横盘整理阶段。
全部资产
^VIX
VIX 恐慌指数
$14.25
-2.60%
- 5 日
- -4.36%
- 距 52w 高
- -59.6%
- RSI(14)
- 40.1
- 趋势
- 空头
- SMA 20 / 50 / 200
- 16.63 / 17.18 / 18.53
- MACD / 信号
- -0.759 / -0.485
空头排列
^TNX
10Y 美债收益率 (%)
$4.70
+1.19%
- 5 日
- +0.77%
- 距 52w 高
- -1.1%
- RSI(14)
- 57.3
- 趋势
- 多头
- SMA 20 / 50 / 200
- 4.66 / 4.56 / 4.31
- MACD / 信号
- 0.033 / 0.037
接近 52 周高多头排列
DX-Y.NYB
美元指数 DXY
$99.64
-0.32%
- 5 日
- +0.04%
- 距 52w 高
- -2.1%
- RSI(14)
- 39.1
- 趋势
- 中性
- SMA 20 / 50 / 200
- 100.40 / 100.55 / 99.19
- MACD / 信号
- -0.260 / -0.191
接近 52 周高
SPY
S&P 500 ETF
$776.34
-0.20%
- 5 日
- +0.40%
- 距 52w 高
- -0.4%
- RSI(14)
- 65.7
- 趋势
- 多头
- SMA 20 / 50 / 200
- 756.20 / 748.93 / 705.46
- MACD / 信号
- 8.515 / 6.257
接近 52 周高多头排列
QQQ
Nasdaq 100 ETF
$731.07
-0.14%
- 5 日
- +1.11%
- 距 52w 高
- -2.3%
- RSI(14)
- 59.6
- 趋势
- 多头
- SMA 20 / 50 / 200
- 704.13 / 712.95 / 650.62
- MACD / 信号
- 5.524 / 1.144
接近 52 周高多头排列
AAPL
Apple
$305.93
+0.22%
- 5 日
- -2.36%
- 距 52w 高
- -11.2%
- RSI(14)
- 43.7
- 趋势
- 中性
- SMA 20 / 50 / 200
- 318.43 / 309.19 / 280.48
- MACD / 信号
- -2.461 / 0.187
MSFT
Microsoft
$495.40
-0.30%
- 5 日
- -0.92%
- 距 52w 高
- -10.5%
- RSI(14)
- 70.9
- 趋势
- 中性
- SMA 20 / 50 / 200
- 450.24 / 412.78 / 432.48
- MACD / 信号
- 28.582 / 25.060
RSI 超买
NVDA
Nvidia
$225.16
-0.06%
- 5 日
- +0.54%
- 距 52w 高
- -4.8%
- RSI(14)
- 63.0
- 趋势
- 多头
- SMA 20 / 50 / 200
- 210.39 / 206.52 / 194.92
- MACD / 信号
- 5.277 / 3.226
多头排列
GOOGL
Alphabet
$345.90
-0.13%
- 5 日
- -2.37%
- 距 52w 高
- -15.3%
- RSI(14)
- 47.0
- 趋势
- 中性
- SMA 20 / 50 / 200
- 346.41 / 353.89 / 331.38
- MACD / 信号
- -1.137 / -0.970
MACD 死叉 (今天)
TSLA
Tesla
$342.27
+0.68%
- 5 日
- +4.17%
- 距 52w 高
- -31.4%
- RSI(14)
- 48.8
- 趋势
- 空头
- SMA 20 / 50 / 200
- 329.14 / 371.09 / 406.08
- MACD / 信号
- -11.370 / -16.326
空头排列
META
Meta
$589.85
-0.86%
- 5 日
- -0.38%
- 距 52w 高
- -25.4%
- RSI(14)
- 47.6
- 趋势
- 空头
- SMA 20 / 50 / 200
- 594.67 / 597.13 / 627.63
- MACD / 信号
- -5.392 / -5.604
MACD 金叉 (今天)空头排列
BTC-USD
Bitcoin
$63,057.99
+0.05%
- 5 日
- -0.78%
- 距 52w 高
- -50.0%
- RSI(14)
- 43.4
- 趋势
- 空头
- SMA 20 / 50 / 200
- 63,794.76 / 63,573.29 / 69,240.56
- MACD / 信号
- -230.221 / -80.380
空头排列
ETH-USD
Ethereum
$1,882.48
+0.08%
- 5 日
- +0.06%
- 距 52w 高
- -62.0%
- RSI(14)
- 51.4
- 趋势
- 中性
- SMA 20 / 50 / 200
- 1,888.18 / 1,836.39 / 2,012.74
- MACD / 信号
- 8.158 / 13.447
SOL-USD
Solana
$75.54
+0.36%
- 5 日
- -0.86%
- 距 52w 高
- -70.2%
- RSI(14)
- 51.9
- 趋势
- 空头
- SMA 20 / 50 / 200
- 74.47 / 76.07 / 81.79
- MACD / 信号
- 0.129 / -0.061
空头排列
BABA
阿里巴巴 (BABA)
$123.81
+1.35%
- 5 日
- -3.58%
- 距 52w 高
- -35.7%
- RSI(14)
- 55.0
- 趋势
- 中性
- SMA 20 / 50 / 200
- 121.81 / 113.76 / 138.95
- MACD / 信号
- 3.520 / 3.681
MACD 死叉 (今天)
PDD
拼多多 (PDD)
$84.79
+0.74%
- 5 日
- -7.60%
- 距 52w 高
- -39.2%
- RSI(14)
- 43.9
- 趋势
- 中性
- SMA 20 / 50 / 200
- 87.58 / 84.03 / 101.76
- MACD / 信号
- 0.904 / 1.434
MACD 死叉 (1 天前)
JD
京东 (JD)
$29.06
-0.82%
- 5 日
- -11.86%
- 距 52w 高
- -21.2%
- RSI(14)
- 37.8
- 趋势
- 空头
- SMA 20 / 50 / 200
- 31.57 / 29.21 / 29.38
- MACD / 信号
- 0.447 / 0.910
MACD 死叉 (2 天前)空头排列
0700.HK
腾讯控股 (0700.HK)
HK$440.00
-0.23%
- 5 日
- -8.10%
- 距 52w 高
- -35.6%
- RSI(14)
- 40.4
- 趋势
- 空头
- SMA 20 / 50 / 200
- 464.94 / 455.32 / 531.32
- MACD / 信号
- 0.380 / 4.610
MACD 死叉 (2 天前)空头排列
GC=F
黄金期货
$4,437.30
+1.69%
- 5 日
- +2.23%
- 距 52w 高
- -20.6%
- RSI(14)
- 67.5
- 趋势
- 中性
- SMA 20 / 50 / 200
- 4,177.47 / 4,159.15 / 4,486.55
- MACD / 信号
- 73.152 / 32.971
CL=F
WTI 原油期货
$82.40
+1.42%
- 5 日
- +5.40%
- 距 52w 高
- -31.0%
- RSI(14)
- 52.5
- 趋势
- 多头
- SMA 20 / 50 / 200
- 82.51 / 79.55 / 76.84
- MACD / 信号
- 0.317 / 0.200
MACD 金叉 (2 天前)多头排列
USDCNY=X
美元 / 人民币
¥6.74
-0.04%
- 5 日
- -0.12%
- 距 52w 高
- -6.3%
- RSI(14)
- 27.7
- 趋势
- 空头
- SMA 20 / 50 / 200
- 6.76 / 6.77 / 6.89
- MACD / 信号
- -0.009 / -0.008
RSI 超卖接近 52 周低空头排列
过去走势不代表未来表现，仅供技术指标解读参考。
What really happened in Ceuta? Why we may never find out
Hundreds of migrants have again attempted to cross from Morocco into the Spanish territory of Ceuta. This time, Moroccan officials fended them off, raising new questions about the crossing of July 30.
中文摘要 数百名移民再次试图从摩洛哥进入西班牙的塞乌塔地区，这次摩洛哥官员成功阻挡了他们，此事引发了对7月30日穿越事件的新疑问。
As Iran War Turns Into Economic Battle, a New U.S. Strategy Recalls Old Ones
The United States and Iran are poised to blow past a deadline they had set themselves to broker terms on peace and Iran’s nuclear program.
中文摘要 美国与伊朗的和谈及伊朗核计划谈判进入关键期，双方准备超越此前设定的截止日期。
Belgian wildfire doubles in size on third day tearing through nature reserve
Hundreds of firefighters are trying to contain the flames consuming the major park.
中文摘要 比利时最大森林火灾进入第三天，数量庞大的消防员正在努力遏制火势蔓延。
Teenager arrested in Virginia State University shooting that injured five
The 19-year-old, who was not a student at the university, was found hiding in a closet on campus, according to police.
中文摘要 维吉尼亚州立大学发生枪击事件，造成五人受伤，19岁嫌疑人在校园内的衣柜中被发现藏匿。
Greek island wildfire kills two people as helicopters called in to tackle Belgium forest blaze
Belgium battling biggest fire in more than a century as flames near German border and 600 people told to evacuate Two people have died in fires on the Greek island of Salamis as firefighting aircraft were called on to help tame the biggest blaze in Belgium in more than a century in the latest wave o
中文摘要 希腊萨拉米斯岛发生火灾，造成两人遇难，同时比利时应对超过一个世纪以来最大火灾，600人被要求撤离。
Russia says at least seven killed in largest Ukrainian attack of 2026
Moscow also launched deadly strikes against Ukraine overnight, sparking fires across the capital Kyiv.
中文摘要 俄罗斯表示，2026年最大规模的乌克兰攻击导致至少七人遇难，莫斯科夜间对基辅进行致命袭击。
Nazi artefacts still being sold online years after trade outlawed across Australia
One seller says second world war memorabilia containing banned Nazi symbols is legal under exemptions to the laws Get our breaking news email, free app or daily news podcast Nazi artefacts bearing prohibited symbols are being openly sold in Australia three years after the federal government made it
中文摘要 在澳大利亚，禁售的纳粹文物仍在网上出售，一位卖家表示，这些包含禁用纳粹符号的二战纪念品在法律豁免下是合法的。
Australian health experts fear US vaccine scepticism is catching on as ‘anything Trump says filters through’
Australia records 3% fall in one-year-olds fully immunised against hepatitis B as downward trend continues, expert says Get our breaking news email, free app or daily news podcast Australian medical experts have warned a shift in child vaccination advice in the US is not grounded in science and coul
中文摘要 澳大利亚健康专家警告称，美国疫苗怀疑主义的蔓延使得该国一岁以下儿童接种乙型肝炎疫苗的比例下降了3%。
The PM called Sally McManus a giant of the Labor movement. Now she just wants to go birding
After securing wage rises for low-paid workers, weathering death threats and working with three PMs – the ACTU secretary is ready for a break Get our breaking news email, free app or daily news podcast Sally McManus started her job as the country’s most powerful trade union leader amid howls of crit
中文摘要 澳大利亚工会秘书长萨莉•麦克马努斯在为低薪工人争取工资上涨后，决定休假，享受鸟类观察的乐趣。
Europe’s tallest Virgin Mary statue unveiled in small Polish village
Hundreds watched the 56-metre monument’s consecration, including anti-communist leader Lech Wałęsa An enormous statue of the Virgin Mary that is believed to be Europe’s tallest was inaugurated on Saturday in a small Polish village, in the presence of the anti-communist leader Lech Wałęsa. Hundreds o
中文摘要 在波兰一小村庄，欧洲最高的玛丽圣母雕像于周六举行了落成典礼，参与者包括反共领袖莱赫•瓦文萨。
Art Heist: 4 Antonello da Messina Paintings Stolen From Sicily
The works, by Antonello da Messina, were taken as the Sicilian city of Messina held a religious celebration.
中文摘要 意大利西西里岛的四幅安东内洛·达·梅西纳的画作在宗教庆典期间被盗。
Hurricane Lala weakens to a tropical storm, but flooding persists in Hawaii
The devastating hurricane grazes the Big Island in Hawaii in the US, but avoids making landfall.
中文摘要 飓风拉拉减弱为热带风暴，虽然未在美国夏威夷大岛登陆，但当地仍面临洪水影响。
Canadian Petition to Expel U.S. Ambassador Pete Hoekstra Takes Off
Mr. Hoekstra has been President Trump’s faithful messenger in Canada amid a historic low in relations. More than 190,000 Canadians want him gone.
中文摘要 超过190,000名加拿大人签署请愿，要求驱逐美国驻加大使皮特·霍克斯特拉，此时两国关系处于历史低点。
‘The Mediterranean is a bridge, not a border’
Chris Fearne says Europe must look beyond its borders to solve its migration problem.
中文摘要 克里斯·费恩称，欧洲必须超越边界，以解决移民问题，将地中海视为桥梁而非边界。
Ben-Gvir calls for nightly killings of Palestinians in Gaza
Israel’s far-right national security minister Itamar Ben-Gvir has called for nightly killings in Gaza.
中文摘要 以色列极右国家安全部长伊塔马尔·本-格维尔呼吁在加沙进行夜间杀戮。
Fed’s Internal Rate Debate Faces New Scrutiny
Minutes from the Federal Reserve’s July meeting will offer a closer look at the debate that produced three dissents in favor of a quarter-point rate increase, an unusually visible split as policymakers contend with elevated inflation and mixed economic data. Joining Joe Mathieu and Carol Massar on B
中文摘要 美联储7月会议纪要将揭示关于加息的内部辩论，导致对0.25个百分点加息的三项反对意见。政策制定者在应对高通胀和复杂经济数据时面临明显分歧。
Inside the Business of Ultra Luxury Travel
Luxury Travel and Event Expert Olivia Ferney sits down with Lisa Mateo, Joe Mathieu and Carol Massar on Bloomberg This Weekend and shares how she has built a business catering to ultrawealthy clients whose requests can range from six-figure vacations to elaborate celebrations, while creating a socia
中文摘要 奢华旅行专家Olivia Ferney在节目中分享了她为超富裕客户建立的业务，包括六位数的假期和复杂的庆祝活动。
Donalds Looks to Build on DeSantis Legacy
Republican Rep. Byron Donalds is on Bloomberg This Weekend and tells hosts Joe Mathieu and Carol Massar that affordability will be central to his campaign for Florida governor, proposing changes aimed at property taxes, insurance, housing and health-care costs while promising to build on Gov. Ron De
中文摘要 佛罗里达共和党众议员Byron Donalds在节目中表示，其竞选将以可负担性为中心，计划对地产税、保险、住房及医疗费用进行改革。
Beef Prices Stay High as US Cattle Supply Shrinks
Tyson Foods is cutting beef-processing capacity as the US cattle herd nears a five-decade low driving up livestock costs and contributing to persistent losses in beef business. Bloomberg News Agriculture Reporter Ilena Peng is on Bloomberg This Weekend and explains to hosts Joe Mathieu and Carol Mas
中文摘要 由于美国牛群数量接近五十年低点，Tyson Foods正在削减牛肉加工能力，推动了牲畜成本的上涨并加剧了牛肉业务的持续亏损。
Changing pubs into homes to be made harder under new rules
The rules will come into force on Monday along with other changes to planning policy.
中文摘要 新的规划政策将于周一生效，强化将酒吧转变为住房的规定。
Stock-Market Calm Masks Fast Shifting Investor Sentiment
While the recent equity-market turbulence is subsiding, options positioning shows how quickly investor sentiment can switch between the extremes of fear and greed.
中文摘要 尽管近期股市波动有所减弱，但期权布局显示，投资者情绪在恐惧和贪婪之间快速切换。
Longevity Boom Reaches America’s Pets
Pet owners are increasingly extending the longevity treatments humans pursue for themselves to their dogs, experimenting with supplements, red light therapy and drugs including rapamycin even as veterinarians urge caution about unproven treatments. Bloomberg News National Heath Care Reporter Anna Ed
中文摘要 宠物主人逐渐采用人类的长寿治疗方法，包括补剂、红光疗法和药物，尽管兽医对未验证的治疗方法表示谨慎。
AI Perfection Fuels a Return to Looking Human
Bloomberg Businessweek Senior Reporter Amanda Mull says consumers are showing signs of fatigue with the polished faces, homes and lifestyles popularized by influencers, filters and increasingly AI-generated imagery. Mull tells Joe Mathieu and Carol Massar on Bloomberg This Weekend that the shift doe
中文摘要 消费者对社交网络影响者推广的完美形象感到疲惫，正促进一种回归自然外观的趋势。
Iran Pressure Campaign Lacks Clear Off Ramp
Acting Principal Deputy Assistant Secretary for the Bureau of Near Eastern Affairs Jen Gavito and retired Vice Adm. Robert Harward join Bloomberg This Weekend and offer sharply different assessments of whether escalating US economic pressure can change Iran’s calculus, with Gavito arguing sanctions
中文摘要 美国对伊朗施加经济压力的效果仍不明朗，参与者对该策略的有效性存在显著分歧。
By The Way: Headline Roundup
Marathon wine, wedding party size, suit sales rise and Gen Z's different wealth plan: Bloomberg News' Lisa Mateo joins Joe Mathieu and Carol Massar on Bloomberg This Weekend to share headlines you may have missed from over the week. (Source: Bloomberg)
中文摘要 Bloomberg 新闻的Lisa Mateo回顾了过去一周您可能错过的一些头条新闻，包括马拉松酒、婚礼规模、男士西装销售增长及Z世代的财富计划。
Crowded Florida Race Puts Trump’s Clout to Test
Florida’s 19th Congressional District has drawn a crowded Republican field seeking to replace Byron Donalds, who is running for governor, with former Trump administration official Catalina Lauf gaining a potentially significant boost from the president’s endorsement. Bloomberg News Government Senior
中文摘要 佛罗里达19区的共和党选举竞争激烈，前特朗普政府官员Catalina Lauf在特朗普的支持下可能获得显著提升。
At AI-Fueled Market Party, Wall Street Eyes the Rates Punch Bowl
Enthusiasm for Big Tech and its huge investments in artificial intelligence is powering the stock market to record highs again. With a resilient economy and scorching demand, there’s seemingly only one obstacle that can derail this ride: higher interest rates.
中文摘要 对大型科技公司及其在人工智能领域的巨大投资的热情推动股市再次创下新高，高利率成为唯一潜在的障碍。
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