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2026-07-17

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apache/ossie

Python · ★ 887 · 🍴 133 · 📈 60 stars today

Apache Ossie, industry wide specification effort to standardize how we exchange semantic metadata across analytics, AI and BI platforms, providing a vendor neutral, single source of truth for semantic data

中文介绍 Apache Ossie 是一个行业范围内的规范工作,旨在标准化分析、AI 和 BI 平台之间语义元数据的交换方式,提供供应商中立、可信的单一语义来源。

Nutlope/hallmark

CSS · ★ 10,845 · 🍴 535 · 📈 3,372 stars today

Anti-AI-slop design skill for Claude Code, Cursor, and Codex.

中文介绍 Hallmark 为 Claude Code、Cursor 和 Codex 等 AI 编码工具提供反「AI 垃圾」设计技巧,帮助开发者提升生成界面的设计质量。

OpenCut-app/OpenCut

TypeScript · ★ 73,979 · 🍴 7,479 · 📈 3,537 stars today

The open-source CapCut alternative

中文介绍 OpenCut 是开源版 CapCut(剪映)替代品,提供视频编辑功能,面向寻求免费、可定制剪辑工具的用户。

PostHog/posthog

Python · ★ 35,823 · 🍴 2,988 · 📈 77 stars today

🦔 PostHog is the leading platform for building self-driving products. Our developer tools – AI observability, analytics, session replay, flags, experiments, error tracking, logs, and more – capture all the context agents need to diagnose problems, uncover opportunities, and ship fixes. Steer it all

中文介绍 PostHog 是领先的自主产品构建平台,提供 AI 可观测性、分析、会话回放、特性标记、实验、错误追踪、日志等开发者工具,帮助团队理解用户行为并驱动产品决策。

openinterpreter/openinterpreter

Rust · ★ 65,966 · 🍴 5,673 · 📈 661 stars today

A Codex-compatible coding agent for open models like Kimi K3

中文介绍 Open Interpreter 是一个兼容 Codex 的编码代理,支持 Kimi K3 等开放模型,允许通过自然语言在本地执行代码,实现自动化编程任务。

PrismML-Eng/Bonsai-demo

Shell · ★ 1,508 · 🍴 153 · 📈 196 stars today

Bonsai Demo

中文介绍 Bonsai-demo 是一个演示项目,具体功能未详述,可能用于展示 PrismML 相关技术或概念验证。

hasaneyldrm/exercises-dataset

HTML · ★ 15,017 · 🍴 1,800 · 📈 710 stars today

1,324-exercise fitness dataset — animation GIFs, 180×180 thumbnails, muscle-group & equipment data, and step-by-step instructions in 6 languages. The exercise data layer behind the LogPress app.

中文介绍 包含 1324 个健身练习的数据集,提供动画 GIF、180×180 缩略图、肌肉组与器材信息,以及 6 种语言的分步说明,适用于健身类应用开发。

Shubhamsaboo/awesome-llm-apps

Python · ★ 122,851 · 🍴 18,118 · 📈 923 stars today

100+ AI Agent & RAG apps you can actually run — clone, customize, ship.

中文介绍 收录 100 多个可实际运行的 AI Agent 和 RAG 应用,支持克隆、定制和快速部署,帮助开发者在 LLM 应用场景中快速上手。

lobehub/lobehub

TypeScript · ★ 80,141 · 🍴 15,612 · 📈 71 stars today

🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team.

中文介绍 LobeHub 作为首席代理运营器,通过招聘、调度和报告来组织 AI 团队实现 7×24 小时自动化运营,适用于构建多代理协作系统。

YimMenu/YimMenuV2

C++ · ★ 1,501 · 🍴 360 · 📈 128 stars today

Experimental menu for GTA 5: Enhanced

中文介绍 YimMenuV2 是《GTA 5 增强版》的实验性菜单,提供游戏模组功能,面向玩家和模组开发者。

HKUDS/DeepTutor

Python · ★ 26,848 · 🍴 3,610 · 📈 656 stars today

DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/.

中文介绍 DeepTutor 提供终身个性化辅导,利用深度学习技术实现自适应教学,适用于在线教育和个性化学习场景。

mattpocock/skills

Shell · ★ 174,202 · 🍴 14,945 · 📈 2,060 stars today

Skills for Real Engineers. Straight from my .claude directory.

中文介绍 来自作者 .claude 目录的真实工程师技能集合,可用于增强 Claude 在编码、调试等任务中的能力,面向使用 AI 助手的开发者。

github/copilot-sdk

Java · ★ 9,636 · 🍴 1,318 · 📈 13 stars today

Multi-platform SDK for integrating GitHub Copilot Agent into apps and services

中文介绍 GitHub Copilot SDK 是一个多平台开发工具包,帮助开发者将 Copilot Agent 集成到自己的应用和服务中,实现 AI 代码辅助功能。

ibelick/ui-skills

TypeScript · ★ 4,239 · 🍴 179 · 📈 178 stars today

Skills for Design Engineers

中文介绍 面向设计工程师的技能集合,可能包含 UI 设计相关的提示或工具,用于提升 AI 在界面生成与设计方面的表现。

Graphify-Labs/graphify

Python · ★ 89,011 · 🍴 8,697 · 📈 1,107 stars today

AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.

中文介绍 Graphify 是一个 AI 编码助手技能,支持 Claude Code、Codex 等工具,可将任意文件夹中的代码、SQL、脚本、文档、图片等转化为可查询的知识库。

codecrafters-io/build-your-own-x

Markdown · ★ 526,274 · 🍴 49,795 · 📈 435 stars today

Master programming by recreating your favorite technologies from scratch.

中文介绍 通过从零重建你喜爱的技术(如数据库、Git、Docker 等)来掌握编程,提供逐步教程,适合进阶开发者理解底层原理。

ossu/computer-science

HTML · ★ 206,496 · 🍴 25,630 · 📈 107 stars today

🎓 Path to a free self-taught education in Computer Science!

中文介绍 OSSU 提供免费自学计算机科学的教育路径,涵盖基础到高级课程,适合自学者系统掌握计算机科学知识。

Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable

👍 164

The capability of a modern AI agent depends not only on its foundation model but also on its harness, which constructs prompts, manages state, invokes tools, and coordinates execution. As models, APIs, environments, and requirements evolve, the harness must be continually modified. Before such a cha

中文介绍 提出 Harness Handbook,使不断演化的 AI agent 框架(harness)可读、可导航、可编辑。通过结构化表示 prompt 构建、状态管理、工具调用和协调执行,支持 models、APIs 和环境的持续修改,提升 agent 系统的可维护性。

Boogu-Image-0.1: Boosting Open-Source Unified Multimodal Understanding and Generation

👍 107

We introduce Boogu-Image-0.1, an open-source unified multimodal understanding and generation model family, comprising Base, Turbo, Edit, and Edit-Turbo variants. It delivers competitive performance in high-quality text-to-image generation, fast inference, instruction-based editing, and bilingual (Ch

中文介绍 发布 Boogu-Image-0.1,开源统一多模态理解与生成模型族,含 Base、Turbo、Edit 和 Edit-Turbo 变体。在高质量文生图、快速推理、指令编辑和中英双语理解/生成上表现具有竞争力。

Function-Aware Fill-in-the-Middle as Mid-Training for Coding Agent Foundation Models

👍 90

Coding agents must integrate external tool returns into ongoing reasoning - a capability that standard left-to-right pretraining on code exposes only in its forward direction. We observe that the action-observation-continuation loop of a coding agent is structurally isomorphic to a function call sit

中文介绍 提出 Function-Aware Fill-in-the-Middle 作为 coding agent 基础模型的中间训练方法。利用编码 agent 的 action-observation-continuation 循环与函数调用结构的同构性,预训练模型学习整合外部工具返回,提升推理中的上下文融合能力。

Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning

👍 79

Reinforcement learning with verifiable rewards without human-annotated data, often referred to as zero RL, has emerged as a powerful paradigm for eliciting chain-of-thought reasoning. However, due to computational constraints, existing studies are largely restricted to small models, leaving the trai

中文介绍 将零强化学习(zero RL)扩展到万亿参数规模,验证大模型在可验证奖励信号下的涌现推理能力。突破现有小模型限制,展示了大规模 RL 训练在 chain-of-thought 推理上的可扩展性。

Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation

👍 72

Visual generators excel at rendering, but they confidently fabricate what they do not know. User requests are unbounded, evolving, and deeply long-tailed: new characters, trending entities, post-cutoff events, and more. This world-knowledge bottleneck is structural: generators are trained on fixed c

中文介绍 针对视觉生成模型对未知实体(新角色、热点事件等)的编造问题,提出在 agentic 视觉生成中通过搜索演化知识边界,突破静态训练集的世界知识瓶颈,实现按需动态扩展生成能力。

Read It Back: Pretrained MLLMs Are Zero-Shot Reward Models for Text-to-Image Generation

👍 70

In this paper, we propose SpectraReward, a training-free reward function that turns pretrained MLLMs into off-the-shelf reward models for image-generation reinforcement learning. Instead of asking the MLLM to judge a generated image or answer decomposed verification questions, SpectraReward measures

中文介绍 提出 SpectraReward,一个无需训练的奖励函数,将预训练 MLLM 转化为即用型奖励模型,用于文生图强化学习。通过测量生成图像与文本在语义空间中的对齐程度实现零样本奖励建模。

SynthDocBench: Controlled Benchmark for Long-Context Visual Document Understanding

👍 63

Vision language models (VLMs) have achieved strong performance on visual document understanding benchmarks such as DocVQA, ChartQA, and MMLongBench-Doc. However, real-world documents combine multiple factors such as length, layout complexity, modality, and question difficulty, which makes it difficu

中文介绍 构建 SynthDocBench,一个可控长上下文视觉文档理解基准。通过组合文档长度、布局复杂度、模态和问题难度等因素,系统评估 VLM 在真实多因素场景下的能力,弥补现有基准的盲区。

KnowAct-GUIClaw: Know Deeply, Act Perfectly, Personal GUI Assistant with Self-Evolving Memory and Skill

👍 44

OpenClaw has emerged as a leading agent framework for complex task automation, yet it faces insufficient cross-platform GUI interaction support and a well-built self-evolution mechanism. These flaws limit its adaptation to diverse device ecosystems and prevent performance improvements through contin

中文介绍 提出 KnowAct-GUIClaw,基于 OpenClaw 框架改进跨平台 GUI 交互和自进化机制。通过深度理解用户意图和自我进化记忆与技能,实现个性化 GUI 助手,提升复杂任务自动化的适应性和持续学习能力。

PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails

👍 30

Image guardrails are typically trained and evaluated under a fixed safety policy, implicitly treating safety as an intrinsic property of an image. Real deployments are different: the same image may be allowed in one product, restricted in another, and newly disallowed when a policy boundary changes.

中文介绍 提出 PolicyShiftGuard,用于评估和改进图像安全防护策略的自适应能力。构建基准测试衡量同一图像在不同安全策略下的容忍度变化,并设计方法使防护模型能随策略边界调整而更新。

MetaView: Monocular Novel View Synthesis with Scale-Aware Implicit Geometry Priors

👍 22

Current visual generation models are capable of producing high-quality content, yet they lack a coherent perception of the spatial structure. Existing generative novel view synthesis methods typically introduce explicit geometry priors, which enforce spatial consistency but inherently restrict gener

中文介绍 提出 MetaView,单张图片新视角合成方法。引入尺度感知的隐式几何先验,在保持空间一致性的同时不限制生成多样性,相比显式几何先验方法在质量与灵活性上取得更好平衡。

GigaWorld-Policy-0.5: A Faster and Stronger WAM Empowered by AutoResearch

👍 21

World Action Models (WAMs) improve robot policy learning by jointly modeling actions and future visual observations, using future scene evolution as dense supervision for physically grounded action generation. However, a common design in existing WAMs is to explicitly generate future videos at infer

中文介绍 推出 GigaWorld-Policy-0.5,基于 AutoResearch 加速的 World Action Model(WAM)。通过隐式未来预测替代显式视频生成,在保持物理接地动作生成的同时显著提升推理速度,适用于机器人策略学习。

Metacognition in LLMs: Foundations, Progress, and Opportunities

👍 19

Metacognition is a foundational component of intelligence critical to effective learning, problem solving, decision-making, communication, and more. In recent years, it has become increasingly recognized as a cornerstone of capable, transparent AI systems. Yet while LLMs have made significant progre

中文介绍 综述 LLM 中的元认知:为基础、进展和机遇提供系统性梳理。元认知是智能体的核心能力,对学习、问题解决和决策至关重要。论文探讨如何将元认知集成到 LLM 中以构建更透明、更强大的 AI 系统。

Self-Improvements in Modern Agentic Systems: A Survey

👍 13

Self-improving autonomous agents are moving from research prototypes to deployed systems. The primary goal is controllable evolution, or adaptation, from experience with minimal or even no human input. This survey frames modern self-improving agents as adaptive systems that convert experience into a

中文介绍 综述现代 agent 系统的自我改进能力。将自改进 agent 视为将经验转化为可控演化的自适应系统,无需或极少需要人类输入。总结当前从原型到部署的进展、核心设计范式及未来方向。

Proxy Exploration and Reusable Guidance: A Modular LLM Post-Training Paradigm via Proxy-Guided Update Signals

👍 13

Post-training is essential for refining the domain-specific capabilities of large language models (LLMs), yet existing reward optimization and distribution matching methods tightly couple policy exploration with distribution alignment. This coupling forces expensive exploration directly on the polic

中文介绍 提出 Proxy Exploration and Reusable Guidance,一种模块化 LLM 后训练范式。通过代理探索和复用引导信号,解耦策略探索与分布对齐,降低直接在策略模型上进行代价高昂探索的需求,提升训练效率。

Towards Autonomous and Auditable Medical Imaging Model Development

👍 12

Large language model (LLM) agents are beginning to automate machine learning engineering (MLE) by coupling planning, code execution, debugging, and empirical feedback. Translating this capability to medical imaging remains difficult because each task imposes modality-specific experimentation and str

中文介绍 探索 LLM agent 自动化医疗影像机器学习工程(MLE),将规划、代码执行、调试和实证反馈耦合到自主开发流程中。针对模态特定实验和结构化报告要求,提出可审计的自动化开发范式。

Hallo4D: Multi-Modal Hallucination Mitigation for Consistent Spatio-Temporal Generation

👍 11

While recent advances in 3D generation have enabled impressive visual synthesis, existing methods often rely on 2D diffusion supervision without explicit mechanisms for geometric consistency, leading to spatial hallucinations such as duplicated structures and misaligned geometry. These issues become

中文介绍 提出 Hallo4D,多模态幻觉缓解方法用于一致时空生成。针对 2D 扩散监督导致的空间幻觉(如重复结构、几何错位),引入显式几何一致性机制,在 3D 生成中减少多模态不一致问题。

ShortOPD: Recovering Pruned LLMs with Short-to-Long On-Policy Distillation

👍 11

Structured pruning is a hardware-friendly way to compress LLMs, but it is mostly validated on multiple-choice recognition tasks, while the same compressed checkpoints can collapse on the free-form generation that deployment actually requires. Two observations trace this gap. First, greedy pass@1 nea

中文介绍 提出 ShortOPD(短到长在线策略蒸馏),恢复结构化剪枝后的 LLM 在自由生成任务上的性能。发现贪婪 pass@1 近似不足,通过从短到长的在线策略蒸馏有效缓解剪枝导致的生成坍塌,保持压缩模型实用性。

Multi-Agent LLMs Fail to Explore Each Other

👍 11

Exploration is essential for reliable autonomy in multi-agent systems, yet it remains unclear whether large language model (LLM) agents can explore effectively when interacting with one another. We show that modern LLM agents fail to do so, often exhibiting myopic and polarized interaction patterns

中文介绍 揭示多 agent LLM 系统在交互中缺乏探索能力。实验表明现代 LLM agent 呈现短视和极化互动模式,无法有效探索彼此策略空间,限制自主多智能体系统的可靠性和协作性能。

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities

👍 9

As Large Language Models (LLMs) evolve into autonomous agents, the need for unified evaluation infrastructure becomes critical. However, current evaluation pipelines remain highly fragmented and tightly coupled, hindering reproducibility and causing redundant engineering. To address this, we introdu

中文介绍 提出 AgentCompass,统一评测基础设施,解决当前 LLM agent 评估流程碎片化、耦合严重的问题。提供标准化框架支持可复现、可扩展的 agent 能力评估,减少冗余工程工作。

Vinci2: Providing Proactive Assistance in Continuous Egocentric Videos

👍 9

When should an intelligent assistant speak up without being asked? Continuous egocentric video offers rich, evolving context that enables a new form of assistance: one that is proactive rather than merely reactive. Yet existing approaches either wait passively for user queries or treat every detecte

中文介绍 提出 Vinci2,在连续第一人称视频中提供主动辅助。利用丰富的上下文信息,在无需用户明确查询时主动判断何时提供帮助,超越被动响应和基于固定检测的触发策略,实现更自然的智能助手交互。

You just hired a million bad employees.

@gsivulka · 10.2K 粉丝 · 591.2K 阅 · 512 赞 · 99 转

AI was supposed to replace human labor. It did the opposite. For the first time in history, humans are cheaper than software. And AI is creating more jobs than it eliminates. Technology has

中文介绍 AI 本应替代人力,却反其道而行:人类首次比软件更廉价,AI 创造的岗位多于淘汰的。探讨技术悖论与劳动力市场新格局。

The Self-Driving Company

@amasad · 472.6K 粉丝 · 223.7K 阅 · 560 赞 · 65 转

We are beginning to see what happens when a company learns to operate itself. In the past six months, engineers at Replit have nearly tripled code output. Review times held steady. Reversions and

中文介绍 Replit 工程师半年内代码产出翻近三倍,审查时间不变,回退率稳定。展示公司如何像自动驾驶一样自主运营,效率惊人提升。

How OpenAI’s Sol Finally Learned Design Taste

@DesignArena · 17.6K 粉丝 · 191.5K 阅 · 509 赞 · 46 转

We benchmarked GPT-5.6 Sol on Design Arena’s Web Design (Non-Agentic) Arena, and we were surprised to find that it ranks 1st overall. This is 18 places higher than its predecessor GPT-5.5, and is the

中文介绍 GPT-5.6 Sol 在网页设计评测中排名第一,比前代 GPT-5.5 跃升 18 位。OpenAI 新模型终于掌握了设计审美,令人意外。

The Next Horizon in Agents

@btaylor · 158.6K 粉丝 · 144.3K 阅 · 511 赞 · 40 转

Introducing Horizon Today, Sierra is announcing Horizon, a platform that enables agents to pursue long-horizon goals, like originating a loan or getting prior authorization for a healthcare procedure.

中文介绍 Sierra 发布 Horizon 平台,让 AI Agent 能执行长周期任务,如贷款发起或医疗预授权。拓展 Agent 自主完成复杂流程的能力边界。

A Framework for Frontier AI and the Dawning of a New Age

@demishassabis · 1.4M 粉丝 · 98.1K 阅 · 1.5K 赞 · 236 转

This is a pivotal moment in human history. Artificial General Intelligence (AGI), a system that exhibits all the cognitive capabilities the brain has, is probably only a few short years away. When we

中文介绍 Demis Hassabis 认为 AGI 仅剩数年之遥,它将具备人脑所有认知能力。这是人类历史的关键时刻,呼吁为前沿 AI 建立框架。

How we built our knowledge base

@cerebras · 60.4K 粉丝 · 70.7K 阅 · 509 赞 · 38 转

Authors: @hi_im_isaac_, @learnwdaniel, @gaozenghao note: the interactive version of full technical blog available: https://www.cerebras.ai/blog/how-we-built-our-knowledge-base Employees ask our internal knowledge base more than 15,000

中文介绍 Cerebras 分享构建内部知识库的技术细节:员工每日提问超 15000 次。博客涵盖交互式方案,解决大规模 RAG 部署挑战。

I Brutally Modified My Front-End Design Skill ~ Now My UIs Don’t Look Like AI Crap

@JoePro · 949 粉丝 · 66.8K 阅 · 537 赞 · 29 转

To create a custom Claude skill, navigate to Customize > Skills in your Claude interface, click the + button, and select + Create skill

中文介绍 教程:在 Claude 中创建自定义技能,通过 Customize > Skills > + Create skill 路径,用特定提示词改造前端设计输出,摆脱 AI 常见丑UI。

Let's build Claude Code's harness (step-by-step)

@akshay_pachaar · 281.7K 粉丝 · 53.7K 阅 · 516 赞 · 74 转

We will cover everything that goes into building a coding harness, the agent loop, planning, subagents, sandboxing, memory, and checkpointing, built step by step. If you've ever tried building your

中文介绍 从头构建 Claude Code 编码框架:涵盖 Agent 循环、规划、子 Agent、沙箱、记忆与检查点。适合想自建编码 Agent 的开发者。

How to build a self-improving code review agent

@zachlloydtweets · 12.1K 粉丝 · 42.7K 阅 · 527 赞 · 57 转

This is the third post in my series on how to build a cloud software factory: Build an issue triage agent Build a spec writing agent [This post] Build a self-improving code review agent I’ll describe

中文介绍 这是云软件工厂系列第三篇:构建可自我改进的代码审查 Agent。前两篇分别是 issue 分类 Agent 和规格编写 Agent。

Your AI says it read your files. Did it really?

@conikeec · 7.5K 粉丝 · 1.1K 阅 · 1.0K 赞 · 121 转

AI always answers with confidence — even when it skipped half your documents. waggle shows you which files it really opened, so you know whether to trust the answer, or send it back. You hand an AI

中文介绍 AI 自信回答却常跳过一半文档。waggle 工具展示 AI 实际打开哪些文件,帮你判断答案可信度,避免盲目信任。

Why teens deserve access to safe AI

Learn how OpenAI is making ChatGPT safer for teens with age-appropriate protections, learning tools, parental controls, and expert partnerships.

中文介绍 OpenAI致力于让ChatGPT对青少年更安全,提供适龄保护、学习工具、家长控制及专家合作。

Newer Models, Same Advantage

中文介绍 Dharma AI发布博客,指出新模型依然具备先前的优势,但未提供具体细节。

Our approach to bioresilience

Google DeepMind and Isomorphic Labs are sharing our joint approach to bioresilience and AI models.

中文介绍 Google DeepMind与Isomorphic Labs分享联合方法,利用AI模型增强生物抗逆性(bioresilience)。

How Cars24 scales conversations and builds faster with OpenAI

Cars24 uses OpenAI-powered voice and chat agents to handle 1M+ monthly conversation minutes, recover 12% of lost leads, and bring agentic workflows to teams across the company.

中文介绍 印度二手车平台Cars24利用OpenAI语音和聊天代理,每月处理超100万分钟对话,挽回12%流失线索,推广代理工作流。

Meet GPT-Red: an LLM super-hacker OpenAI built to make its models safer

OpenAI has built an LLM super-hacker called GPT-Red that it uses as a sparring partner to help its other models boost their defenses against cyberattacks. Last week the company released the latest version of its flagship LLM, GPT-5.6. OpenAI says that training it against GPT-Red made the model its m

中文介绍 OpenAI开发LLM超级黑客GPT-Red作为陪练,提升其他模型防御网络攻击能力;上周发布旗舰模型GPT-5.6,通过对抗训练强化安全。

The US is advancing AI safety through state and federal action

OpenAI outlines a “reverse federalism” approach to AI governance, where state laws help build a national framework for safe, democratic AI.

中文介绍 OpenAI提出“反向联邦制”AI治理方案,主张各州法律共同构建全国性安全民主AI框架。

GPT-Red: Unlocking Self-Improvement for Robustness

Explore GPT-Red, OpenAI’s automated red teaming system that uses self-play to improve AI safety, alignment, and prompt injection robustness.

中文介绍 OpenAI的GPT-Red是自动化红队系统,通过自我对弈提升AI安全性、对齐性和对提示注入的鲁棒性。

not much happened today

**Thinking Machines Lab** launched **Inkling**, its first fully released open-weights foundation model family, featuring **975B parameters** with **41B active parameters** in a **Mixture-of-Experts** architecture. Inkling supports **multimodality** with text, image, and audio inputs and text output,

中文介绍 Thinking Machines Lab发布首个开源基础模型系列Inkling,采用MoE架构,975B参数(41B激活),支持文本、图像、音频多模态输入。

市场总览

当前市场技术面整体呈现分化格局。参考加密恐慌贪婪指数仅27,市场情绪低迷,加密总市值2.27T美元(24h -1.39%),BTC主导率56.3%。美股方面,标普500 ETF(SPY)维持多头排列但RSI 54.4中性,科技股中AAPL受益于多头趋势但RSI已进入超买区(71.4),而QQQ近期回撤跌穿短期均线,趋势转中性。加密市场在恐慌氛围下BTC和ETH价格仍低于200日均线,BTC空头排列确认,但ETH MACD出现金叉信号,短期有技术性修复可能。中概股如阿里巴巴、拼多多均处于空头排列,但京东近期反弹,RSI 65.4接近中性偏强,技术面有所改善。商品方面,黄金期货空头排列显著,RSI 37.9逼近超卖,但原油期货近5日反弹9.43%重上SMA20,短期动能增强。宏观方面,10年期美债收益率多头排列且接近52周高点,美元指数亦偏强,反映了市场对利率维持高位的预期。总体而言,多数资产仍处于中期调整或区间整理中,仅少数强势品种维持上行趋势。

今日关注

^TNX 10Y 美债收益率 (%)
偏上行

当前价格4.57,高于SMA20(4.49)和SMA50(4.49),多头排列,MACD金叉(0.0298 > 0.0189),RSI 57.6处于中性偏强区域,接近52周高点(仅差2.52%),技术形态偏上行。

TSLA Tesla
偏下行

价格391.06低于所有主要均线(SMA20 398.63, SMA50 409.97, SMA200 417.36),呈空头排列,MACD死叉(-2.3753 < -1.5574),RSI 46处于中性偏弱,近1日下跌0.86%,技术面承压。

QQQ Nasdaq 100 ETF
中性

价格705.94低于SMA20(719.7)和SMA50(718.73),但高于SMA200(640.36),RSI 45.6接近中性,MACD快线与信号线均呈负值但处于死叉状态,趋势判定为中性,无明确方向信号。

GC=F 黄金期货
偏下行

价格3988.2远低于SMA20(4095.84)、SMA50(4328.87)和SMA200(4472.5),空头排列明显,RSI 37.9接近超卖,MACD柱为负且加速扩大,近5日下跌3.45%,技术面偏弱。

全部资产

^VIX

VIX 恐慌指数

$16.73 +6.76%
5 日
+5.62%
距 52w 高
-52.6%
RSI(14)
49.1
趋势
空头
SMA 20 / 50 / 200
17.00 / 17.30 / 18.68
MACD / 信号
-0.439 / -0.412
空头排列

^TNX

10Y 美债收益率 (%)

$4.57 +0.53%
5 日
+0.66%
距 52w 高
-2.5%
RSI(14)
57.6
趋势
多头
SMA 20 / 50 / 200
4.49 / 4.49 / 4.25
MACD / 信号
0.030 / 0.019
接近 52 周高多头排列

DX-Y.NYB

美元指数 DXY

$100.71 +0.21%
5 日
-0.22%
距 52w 高
-1.1%
RSI(14)
51.5
趋势
多头
SMA 20 / 50 / 200
101.04 / 99.89 / 99.00
MACD / 信号
0.243 / 0.366
接近 52 周高多头排列

SPY

S&P 500 ETF

$750.72 -0.54%
5 日
-0.13%
距 52w 高
-1.3%
RSI(14)
54.4
趋势
多头
SMA 20 / 50 / 200
744.90 / 743.99 / 696.29
MACD / 信号
3.486 / 2.940
接近 52 周高多头排列

QQQ

Nasdaq 100 ETF

$705.94 -1.64%
5 日
-2.40%
距 52w 高
-5.7%
RSI(14)
45.6
趋势
中性
SMA 20 / 50 / 200
719.70 / 718.73 / 640.36
MACD / 信号
-0.358 / 1.438

AAPL

Apple

$333.26 +1.76%
5 日
+5.39%
距 52w 高
-0.4%
RSI(14)
71.4
趋势
多头
SMA 20 / 50 / 200
303.63 / 301.66 / 273.82
MACD / 信号
7.872 / 4.644
RSI 超买接近 52 周高多头排列

MSFT

Microsoft

$401.10 +1.38%
5 日
+4.36%
距 52w 高
-27.8%
RSI(14)
56.2
趋势
空头
SMA 20 / 50 / 200
380.41 / 401.86 / 439.95
MACD / 信号
-1.558 / -5.071
空头排列

NVDA

Nvidia

$207.40 -2.40%
5 日
+2.28%
距 52w 高
-12.3%
RSI(14)
52.1
趋势
中性
SMA 20 / 50 / 200
202.22 / 209.79 / 192.29
MACD / 信号
0.351 / -1.348

GOOGL

Alphabet

$354.46 -4.44%
5 日
-1.23%
距 52w 高
-13.3%
RSI(14)
46.2
趋势
中性
SMA 20 / 50 / 200
356.75 / 371.42 / 321.14
MACD / 信号
-1.188 / -2.044

TSLA

Tesla

$391.06 -0.86%
5 日
-3.81%
距 52w 高
-21.6%
RSI(14)
46.0
趋势
空头
SMA 20 / 50 / 200
398.63 / 409.97 / 417.36
MACD / 信号
-2.375 / -1.557
MACD 死叉 (2 天前)空头排列

META

Meta

$664.54 -2.46%
5 日
+5.24%
距 52w 高
-16.5%
RSI(14)
61.8
趋势
中性
SMA 20 / 50 / 200
601.33 / 603.71 / 640.99
MACD / 信号
19.901 / 8.964
加密恐慌贪婪
27
恐慌
加密总市值
$2.27 T
-1.39% / 24h
BTC 主导率
56.3%
ETH 9.9%
24h 成交量
$64.6 B
活跃币 17,613

BTC-USD

Bitcoin

$63,709.26 -1.55%
5 日
-0.15%
距 52w 高
-49.5%
RSI(14)
51.0
趋势
空头
SMA 20 / 50 / 200
62,444.33 / 63,899.90 / 73,392.69
MACD / 信号
62.671 / -331.981
空头排列

ETH-USD

Ethereum

$1,861.75 -2.88%
5 日
+4.12%
距 52w 高
-62.4%
RSI(14)
59.4
趋势
中性
SMA 20 / 50 / 200
1,741.60 / 1,743.89 / 2,200.13
MACD / 信号
35.824 / 13.894

SOL-USD

Solana

$75.22 -2.65%
5 日
-2.09%
距 52w 高
-70.3%
RSI(14)
47.3
趋势
中性
SMA 20 / 50 / 200
77.44 / 73.74 / 90.81
MACD / 信号
0.678 / 1.112
MACD 死叉 (4 天前)

BABA

阿里巴巴 (BABA)

$117.49 -0.17%
5 日
+5.71%
距 52w 高
-39.0%
RSI(14)
62.5
趋势
空头
SMA 20 / 50 / 200
104.29 / 118.78 / 144.50
MACD / 信号
-0.451 / -3.529
空头排列

PDD

拼多多 (PDD)

$86.68 +1.10%
5 日
+0.93%
距 52w 高
-37.8%
RSI(14)
57.7
趋势
空头
SMA 20 / 50 / 200
81.02 / 86.90 / 106.38
MACD / 信号
0.161 / -0.995
空头排列

JD

京东 (JD)

$29.68 +1.37%
5 日
+6.99%
距 52w 高
-19.5%
RSI(14)
65.4
趋势
中性
SMA 20 / 50 / 200
27.09 / 28.91 / 29.65
MACD / 信号
0.166 / -0.326

0700.HK

腾讯控股 (0700.HK)

HK$484.00 +2.11%
5 日
+3.07%
距 52w 高
-29.1%
RSI(14)
62.6
趋势
中性
SMA 20 / 50 / 200
445.02 / 450.90 / 550.51
MACD / 信号
6.224 / 1.138

GC=F

黄金期货

$3,988.20 -1.38%
5 日
-3.45%
距 52w 高
-28.6%
RSI(14)
37.9
趋势
空头
SMA 20 / 50 / 200
4,095.84 / 4,328.87 / 4,472.50
MACD / 信号
-79.901 / -86.586
空头排列

CL=F

WTI 原油期货

$78.88 -0.90%
5 日
+9.43%
距 52w 高
-34.0%
RSI(14)
52.2
趋势
中性
SMA 20 / 50 / 200
73.12 / 85.77 / 74.50
MACD / 信号
-2.040 / -3.945

USDCNY=X

美元 / 人民币

¥6.76 -0.10%
5 日
-0.58%
距 52w 高
-6.2%
RSI(14)
39.3
趋势
空头
SMA 20 / 50 / 200
6.79 / 6.78 / 6.93
MACD / 信号
-0.002 / 0.000
MACD 死叉 (2 天前)接近 52 周低空头排列
风险提示

过去走势不代表未来表现,本报告仅基于公开行情数据计算的技术指标解读,不构成任何投资建议。读者应独立决策并充分了解风险,仅供技术指标解读参考。

Blasts reported in Iran as US launches new wave of strikes

Iran says US strikes hit bridges in the country in an apparent escalation, while the US boards a ship in the Strait of Hormuz.

中文摘要 美国发动新一轮打击,伊朗境内发生爆炸,美军还登上一艘霍尔木兹海峡船只。

Australia news live: Mark Butler ridicules Pauline Hanson’s NDIS claims on UK far-right activist’s podcast

Greens senator Sarah Hanson-Young calls for One Nation leader to return to Australia and apologise. Follow today’s news live. Get our breaking news email, free app or daily news podcast Pauline Hanson has been called “un-Australian” over her appearance on a podcast with far-right UK activist, Tommy

中文摘要 澳大利亚部长马克·巴特勒嘲笑波琳·汉森关于NDIS的言论,汉森被指“不爱国”。

A 59-Year-Old Hunger Striker Joins a Gen Z Protest Movement in India

Sonam Wangchuk, a longtime activist, has fasted for 19 days, joining forces with a student-led campaign to change India’s education system.

中文摘要 印度59岁活动家索南·旺楚克绝食19天,加入学生领导的改革教育制度运动。

Air quality plummets in 20 US states as smoke from Canadian wildfires spreads

Millions of Americans face air quality alerts from Minnesota to New York as authorities urge people to stay indoors Sign up for the Breaking News US newsletter email Tell us: have you been affected by the spread of wildfire smoke in the US and Canada? Smoke from wildfires burning in south-central Ca

中文摘要 加拿大野火烟雾扩散,美国20个州空气质量骤降,从明尼苏达到纽约数百万人收到警报。

Canada’s Wildfires Are Burning Through the Night

As overnight temperatures climb across Canada, fires that once spread more slowly after dark are burning around the clock, straining fire crews.

中文摘要 加拿大夜间气温升高,野火昼夜燃烧,消防队伍面临更大压力。

Thai Stocks Go From Worst to Best as Funds Eye Further Gains

Thai stocks are finding favor again as investors bet that an Anutin Charnvirakul-led government will bring an end to years of political turbulence, spurring foreign capital inflows.

中文摘要 泰国股市近期由最差转为最佳表现,投资者押注阿努廷领导的政府将结束政治动荡,吸引外资流入。

Gold Heads for Weekly Fall as Hormuz Strikes Raise Fed-Hike Bets

Gold was on track for the biggest weekly loss since early June as renewed hostilities in the Middle East raised the odds that the US Federal Reserve may need to raise interest rates to contain inflation.

中文摘要 黄金本周料录得6月初以来最大单周跌幅,中东地区冲突加剧引发美联储可能加息以遏制通胀的预期。

Top Currency Forecaster Says Yen May Reach 170 Against Dollar

The most-accurate forecaster of dollar-yen in Bloomberg’s latest rankings sees the currency sliding as far as 170 against the dollar next year, using a prediction model that largely ignores the news and focuses on technical analysis instead.

中文摘要 彭博最新排名中最准确的美元-日元预测师预计,日元明年可能跌至170兑1美元,该模型主要基于技术分析而非新闻事件。

The financial winners and losers from the World Cup

Big bucks are being made from the 2026 tournament off the field, but who is raking in the most?

中文摘要 2026年世界杯在赛场外创造巨额收益,分析人士探讨哪些机构或个人成为最大赢家。

Trump Media to sell early access to key social posts

Trump Media is launching a fast, paid feed to its most influential posts for Wall Street traders.

中文摘要 Trump Media推出付费快捷服务,向华尔街交易员优先推送其最具影响力的社交帖子。

Intuitive Surgical Drops as ACA Changes, GLP-1s Weigh on Growth

Intuitive Surgical shares fell as much as 13% in after-market trading as growth in use of its da Vinci surgical robots slowed to the weakest pace in four years and its guidance for procedure growth was unchanged.

中文摘要 直觉外科股价盘后一度下跌13%,其达芬奇手术机器人使用量增速降至四年来最低,且手术量预期未上调。

Bank Rally Hits Short Sellers Betting on Australia Lending Slump

The upward march in share prices of Australia’s biggest banks is reversing the tumble sparked two months ago by property tax changes, and inflicting pain on short sellers who were anticipating a prolonged plunge.

中文摘要 澳大利亚大型银行股价持续走高,扭转了两个月前因房产税改革引发的跌势,令押注贷款疲软的卖空者遭受损失。

Asian Stocks to Track US Slide After Chip Selloff: Markets Wrap

Stocks in Asia looked set to open lower Friday after a selloff in chipmakers dragged down Wall Street as investors questioned whether massive artificial-intelligence investments can justify lofty valuations.

中文摘要 亚洲股市周五料低开,此前芯片股抛售拖累华尔街下跌,投资者质疑AI投资能否支撑高估值。

Latest Oil Market News and Analysis for July 17

Oil headed for its biggest weekly advance since April as the escalating conflict between the US and Iran raised concerns about disruptions to supply from the Middle East.

中文摘要 油价本周有望录得4月以来最大周涨幅,美国与伊朗冲突升级引发中东供应担忧。

CoreLogic in Talks to Sweeten Terms on Struggling Debt Sale

CoreLogic Inc. is considering offering sweeter terms on at least a portion of its $5.3 billion debt deal after receiving lukewarm investor demand.

中文摘要 CoreLogic Inc.考虑为其53亿美元债务发行中至少部分提供更优条款,此前投资者需求冷淡。

该源今日无内容。