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2026-07-30

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opengeos/GeoLibre

TypeScript · ★ 4,003 · 🍴 430 · 📈 667 stars today

A lightweight, cloud-native GIS platform for visualizing, exploring, and analyzing geospatial data. It runs in the web browser, on the desktop, on mobile, and inside Jupyter notebooks.

中文介绍 轻量级云原生GIS平台,用于可视化、探索和分析地理空间数据。支持Web浏览器、桌面、移动端和Jupyter notebooks,适合地理数据科学家和开发者在多环境中使用。

moeru-ai/airi

TypeScript · ★ 45,355 · 🍴 4,485 · 📈 676 stars today

💖🧸 Self hosted, you-owned Grok Companion, a container of souls of waifu, cyber livings to bring them into our worlds, wishing to achieve Neuro-sama's altitude. Capable of realtime voice chat, Minecraft, Factorio playing. Web / macOS / Windows supported.

中文介绍 自托管的AI伴侣项目,旨在创造类似Neuro-sama的虚拟角色。支持实时语音对话和角色交互,可本地运行,适合对虚拟助手和角色扮演感兴趣的开发者。

affaan-m/ECC

JavaScript · ★ 235,524 · 🍴 35,864 · 📈 860 stars today

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

中文介绍 针对Claude Code、Codex、Opencode等AI编程助手的性能优化系统,提供技能、本能、记忆、安全与研究优先的开发框架,增强代理能力。

huggingface/speech-to-speech

Python · ★ 7,830 · 🍴 999 · 📈 837 stars today

Build local voice agents with open-source models

中文介绍 Hugging Face推出的语音到语音项目,使用开源模型构建本地语音代理,实现端到端语音交互,适合需要在本地部署语音助手的开发者。

1jehuang/jcode

Rust · ★ 13,425 · 🍴 1,475 · 📈 652 stars today

The most RAM efficient harness

中文介绍 号称内存效率最高的harness工具,具体用途可能涉及测试或代码运行框架,适合对内存占用敏感的开发场景。

grokability/snipe-it

PHP · ★ 14,422 · 🍴 3,902 · 📈 197 stars today

A free open source IT asset/license management system

中文介绍 免费开源的IT资产/许可证管理系统,用于追踪和管理企业硬件、软件许可证,适合IT管理员和运维团队。

deepfakes/faceswap

Python · ★ 56,232 · 🍴 13,428 · 📈 135 stars today

Deepfakes Software For All

中文介绍 基于深度学习的面部替换软件,提供开源的换脸功能,适用于娱乐、影视制作等场景,需注意伦理与法律合规。

microsoft/VibeVoice

Python · ★ 51,237 · 🍴 5,707 · 📈 332 stars today

Open-Source Frontier Voice AI

中文介绍 微软开源的前沿语音AI项目,可能涉及语音合成、识别或对话能力,适合语音技术和AI研究者探索使用。

different-ai/openwork

TypeScript · ★ 17,856 · 🍴 1,852 · 📈 58 stars today

The open-source alternative to Claude Cowork (powered by opencode)

中文介绍 Claude Cowork的开源替代方案,基于opencode构建,提供AI辅助的协作工作流程,适合需要类Claude协作功能的开发者。

obra/superpowers

Shell · ★ 263,245 · 🍴 23,508 · 📈 686 stars today

An agentic skills framework & software development methodology that works.

中文介绍 一个实用的智能代理技能框架和软件开发方法论,旨在提升开发效率和自动化水平,适合AI代理开发者。

MoonshotAI/FlashKDA

Cuda · ★ 977 · 🍴 95 · 📈 216 stars today

FlashKDA: high-performance Kimi Delta Attention kernels

中文介绍 MoonshotAI推出的高性能Kimi Delta注意力核,用于加速大模型推理中的注意力计算,适合需要优化Transformer性能的AI工程师。

NanmiCoder/MediaCrawler

Python · ★ 59,048 · 🍴 11,672 · 📈 187 stars today

小红书笔记 | 评论爬虫、抖音视频 | 评论爬虫、快手视频 | 评论爬虫、B 站视频 | 评论爬虫、微博帖子 | 评论爬虫、百度贴吧帖子 | 百度贴吧评论回复爬虫 | 知乎问答文章|评论爬虫

中文介绍 多平台内容爬虫工具,支持小红书、抖音、快手、B站、微博、百度贴吧、知乎等平台的内容和评论爬取,适合数据采集和分析需求。

alibaba/open-code-review

Go · ★ 15,967 · 🍴 1,077 · 📈 386 stars today

Open-source & free — Battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in fine-tuned ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.

中文介绍 阿里开源的高性能代码审查工具,采用确定性流水线+LLM Agent混合架构,支持精细行级评论,内置NPE、线程安全等规则集,适合大规模团队。

paperswithbacktest/awesome-systematic-trading

Python · ★ 10,368 · 🍴 1,344 · 📈 950 stars today

A curated list of awesome libraries, packages, strategies, books, blogs, tutorials for systematic trading.

中文介绍 系统化交易资源精选列表,包含库、策略、书籍、博客和教程,适合量化交易和金融工程领域的学习与研发。

maderix/ANE

Objective-C · ★ 7,138 · 🍴 957 · 📈 13 stars today

Training neural networks on Apple Neural Engine via reverse-engineered private APIs

中文介绍 通过逆向工程私有API实现在Apple Neural Engine上训练神经网络,适合希望在Apple硬件上加速深度学习训练的开发者。

pascalorg/editor

TypeScript · ★ 19,536 · 🍴 2,590 · 📈 1,026 stars today

Create and share 3D architectural projects.

中文介绍 3D建筑项目编辑与分享工具,支持创建和协作3D建筑模型,适合建筑师和设计师使用。

virgiliojr94/book-to-skill

Python · ★ 12,661 · 🍴 1,411 · 📈 1,428 stars today

Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.

中文介绍 将技术书籍PDF转化为Claude Code技能,便于在工作时学习、参考和直接使用,适合希望将书籍知识融入AI辅助开发流程的技术人员。

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search

👍 82

Relevance is a query-dependent estimate of whether a document or excerpt contains useful evidence. Existing retrieval agents use relevance to select top-k content, but document relevance alone cannot localize, compose, or verify the evidence required by complex questions. Direct Corpus Interaction (

中文介绍 现有检索代理仅用相关性选择top-k内容,无法处理复杂问题需要的定位、组合和验证。本文提出相关性新角色,直接指导语料交互(Direct Corpus Interaction),使代理能更精准地获取所需证据。

ReDesign: Recovering Editable Design Structures from Images via Agentic Decomposition

👍 54

Recovering an editable design file from a raster image is a common and costly bottleneck in modern design workflows, yet remains challenging since editability depends on recovering multi-modal attributes, such as typography, vector geometry, colors, grouping, and layer ordering. We present ReDesign,

中文介绍 从栅格图像恢复可编辑设计文件(如排版、矢量、颜色等属性)是设计工作流的瓶颈。ReDesign通过代理式分解(Agentic Decomposition)逐步恢复多模态属性,实现可编辑结构的高效重建。

CodeNib: A Multi-View Data System for Serving Repository Context to Coding Agents

👍 39

Coding agents repeatedly search, navigate, and retain context from evolving repositories, but disconnected indexes, language servers, and task-local histories force repeated discovery and obscure lifecycle costs. CodeNib builds reusable lexical, dense, and structural views per repository commit, map

中文介绍 编码代理在动态仓库中重复搜索和保留上下文。CodeNib为每个仓库提交构建可复用的词法、稠密和结构视图,并映射到任务流程,减少重复发现和生命周期开销。

Keep It InMind: Benchmarking the Implicit-Association Blind Spot in Agent Memory

👍 25

Long-term memory systems store what a user says in an external store and retrieve it when a related query arrives. This interface rests on an assumption so natural that it is rarely stated: a memory that is needed will resemble the query that needs it. World knowledge breaks the assumption. A tree-n

中文介绍 长期记忆系统假设需要的记忆与查询相似,但世界知识打破这一假设。本文揭示代理记忆中的隐式关联盲点,并构建基准测试来评估该问题。

Pass the Baton: Trajectory-Relayed On-Policy Distillation

👍 23

On-policy distillation (OPD) grounds token-level supervision in the student's own trajectory, yet suffers from prefix failure: once the student commits to a wrong reasoning direction, all subsequent generation builds on this deviation, producing misdirected continuations that elicit unreliable super

中文介绍 同策略蒸馏(OPD)因前缀失败而受限:学生一旦方向错误,后续生成偏差累积。本文提出“传递接力棒”策略,通过轨迹中继纠正偏差,提升蒸馏稳定性。

Mage-VL: An Efficient Codec-Native Streaming Multimodal Foundation Model

👍 22

Standard vision-language models (VLMs) suffer from Moravec's paradox: they excel at complex offline visual reasoning but struggle with simple streaming perception tasks and process them inefficiently. We present Mage-VL, an efficient codec-native streaming foundation model for real-time multimodal u

中文介绍 标准VLM擅长离线推理但难以高效处理流式感知。Mage-VL是一种原生编解码器(codec-native)的流式多模态基础模型,专为实时应用设计,解决了Moravec悖论。

The Physics of Multi-Turn Long-Horizon Planning: From Pre-training to Post-training via Single- and Multi-Teacher On-Policy Agentic Distillation

👍 22

Multi-turn long-horizon planning is critical for foundation model agents, yet how to fundamentally improve it remains unclear. Existing models are trained on uncontrollable and opaque Internet data, making it difficult to identify how planning ability is acquired, shaped, and integrated. To address

中文介绍 多轮长程规划对基础模型代理至关重要。本文从预训练到后训练进行分析,提出单教师/多教师同策略代理蒸馏(On-Policy Agentic Distillation)方法,系统提升规划能力。

Novel Claim or Déjà Vu? Rethinking "Contamination-Free'' Dynamic Evaluation for Multimodal Automated Fact-Checking

👍 12

Multimodal automated fact-checking (MAFC) verifies claims by retrieving and reasoning over external evidence. However, most existing static benchmarks risk contamination: they primarily consist of outdated claims verifiable using an LLM's internal knowledge without external evidence. This can inflat

中文介绍 现有多模态事实核查基准易受污染(模型凭内部知识即可验证)。本文提出动态评估框架,确保验证必须依赖外部证据,避免性能虚高。

Visual prompt engineering for video models

👍 10

In the age of foundation models, a model is only as good as its prompt. For this reason, prompt engineering has become an essential technique for improving language model performance. Since video models are currently becoming foundation models for visual tasks (e.g., visual reasoning), we here ask w

中文介绍 提示工程对语言模型至关重要,视频基础模型同样需要。本文系统探索视频模型的视觉提示工程方法,旨在提升视觉推理等任务的表现。

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models

👍 9

We introduce PerceptionBench, a benchmark specifically designed to evaluate the atomic visual perception capabilities of Multimodal Large Language Models (MLLMs). Existing benchmarks often fail to isolate perception: holistic evaluations conflate perceptual errors with failures in reasoning or domai

中文介绍 现有基准无法隔离感知错误与推理错误。PerceptionBench专门评估MLLM的原子视觉感知能力,将感知与推理解耦,提供更精细的诊断。

Leveraging External Knowledge for Historical Document Restoration via Retrieval-Augmented Large Language Models

👍 9

Historical documents act as invaluable knowledge archives but often suffer from illegibility due to physical deterioration and damage. While existing restoration methods based on masked language modeling effectively utilize local context, they struggle to restore named entities that require external

中文介绍 历史文档修复中,基于掩码语言建模的方法难以还原需要外部知识的命名实体。本文利用检索增强LLM,结合外部知识库提升实体恢复准确性。

Parallel Decoding Distillation for Fast Image and Video Generation

👍 6

Generation in video diffusion or flow models is computationally expensive due to the slow and iterative sampling process. Current state-of-the-art (SOTA) acceleration methods heavily rely on variational score distillation (VSD) and adversarial losses to distill diffusion models into few-step generat

中文介绍 现有加速方法依赖变分分数蒸馏和对抗损失,但仍有局限。本文提出并行解码蒸馏(Parallel Decoding Distillation),同时加速图像和视频生成,实现更快的少步采样。

Reasoning Denoiser: Denoising Reasoning Traces for Hallucination Detection in Large Reasoning Models

👍 6

Large reasoning models (LRMs) generate long reasoning traces before producing final answers. While these traces may contain useful signals for hallucination detection, harnessing them is non-trivial because long trajectories often include noisy steps that obscure the cues relevant to truthfulness as

中文介绍 大型推理模型(LRM)的长推理轨迹包含幻觉检测信号,但噪声步骤混淆了线索。Reasoning Denoiser通过去噪推理轨迹,提取关键信号,提高幻觉检测效果。

Codifying the Judge: Scalable Evaluation via Program Distillation

👍 6

LLM-as-a-judge has become the standard for automated evaluation, but it suffers from high cost, significant latency, and opaque decisions -- limitations that undermine its scalability and reliability. We address these with a simple, efficient alternative: program distillation. Instead of prompting a

中文介绍 LLM-as-a-judge成本高、延迟大、决策不透明。本文提出程序蒸馏(Program Distillation),将评判规则蒸馏为可执行程序,实现可扩展、低延迟、清晰的自动评估。

A Frozen 12B Beats Frontier Models on Verified Work: 100% Accuracy, 0 Tokens, Bit-Exact, Forever

👍 6

Improving a language model today means retraining it: enormous compute, a new opaque model each cycle, non-deterministic output. We take the opposite path: the model stays frozen, and a persistent memory of verified solutions grows beside it. Once a problem family is solved and has passed an indepen

中文介绍 本文提出冻结模型+持久验证记忆的方法,无需重新训练。一旦问题家族被验证并通过独立检查,即可实现100%准确、0 token、位精确且永久的解决。

OmniDelta: Skill-Driven Budget Allocation for Token Compression in OmniLLMs

👍 5

Emerging Omni-modal Large Language Models (OmniLLMs) enable unified understanding of text, audio, and video, but their long audio-video token sequences introduce substantial memory and inference costs. Existing compression methods mainly focus on selecting important tokens under fixed budgets, leavi

中文介绍 全模态LLM的长音频/视频token序列导致高成本。OmniDelta提出技能驱动的预算分配,根据任务技能动态分配压缩预算,在固定预算下更高效地保留关键令牌。

Towards Robust Reinforcement Learning for Small-Scale Language Model Agents

👍 4

The alignment of Small Language Models (SLMs) in the 70--500M parameter range using reinforcement learning is often considered unstable, though the underlying failure mechanisms have not been systematically investigated. In the State-of-the-Art (SOTA) research, fifteen (model, corpus) configurations

中文介绍 小语言模型(70M-500M参数)的RL对齐被认为不稳定。本文系统研究了15种模型-语料配置下的失败机制,并提出鲁棒强化学习方法提升稳定性。

FilmBench: A Film-Grade Benchmark for Cinematic Video Generation

👍 4

Progress in video generation keeps narrowing the visual gap between AI-generated and professionally produced footage, yet most benchmarks still draw prompts from web sources or LLM templates and score them with untrained, generic multimodal models. More fundamentally, their evaluation taxonomies rem

中文介绍 现有视频生成基准的提示来源单一、评分模型不专业。FilmBench提供电影级基准,包含专业提示和评估分类,更精准衡量影视级视频生成质量。

A Vocabulary for Multi-Agent Automated Research Systems

👍 3

We introduce a vocabulary for automated research systems built from one or more agents to make their design choices easier to describe and compare. The vocabulary specifies 1) who the agents are, 2) what operations are available in the system, 3) who may invoke them, 4) how agents communicate, 5) wh

中文介绍 多代理自动研究系统缺乏统一描述框架。本文定义了一套词汇表,涵盖代理身份、可用操作、调用权限、通信方式和执行流程,便于设计选择描述与比较。

TRACE: Business Rule-Grounded Reasoning Curriculum for Knowledge-Preserving Parametric Tool Retrieval in Enterprise LLMs

👍 3

Parametric retrieval enables LLMs to retrieve tools implicitly by assigning each API a unique virtual token and training the model to generate it via constrained beam search. Toolsense shows that this regime has two critical drawbacks: it destroys parametric tool knowledge during training, and its b

中文介绍 参数化工具检索会破坏工具知识并导致训练不稳定。TRACE提出基于业务规则的推理课程,在保持参数化知识的同时稳定训练,实现企业LLM的高效工具检索。

How to build an AI video studio in Claude Code:

@EXM7777 · 129.8K 粉丝 · 221.4K 阅 · 504 赞 · 36 转

I turned Claude Code into a working film studio and i'm going to hand you the complete system: the skills, the prompts, the loops, and the six-stage pipeline that ties them together each stage leans

中文介绍 将Claude Code改造成AI视频工作室,提供完整系统:六阶段流水线、提示词、循环与技能。手把手教程,适合想用AI制作高质量视频的创作者。

22580: From GPT2 to Kimi3, Explained

@waterloo_intern · 10.4K 粉丝 · 215.4K 阅 · 660 赞 · 86 转

Twenty-two thousand five hundred and eighty. That’s how many GPT-2 (2019) models fit inside KimiK3 (2026). We scaled up by a factor of 22,580 in seven years. But is it just... scale? In this worklog,

中文介绍 从GPT-2到KimiK3,七年规模扩大22580倍。工作日志式分析,探讨模型规模增长是否仅是尺度问题,以及这背后的意义。

What's gone wrong with AI & labor — a thought experiment

@random_walker · 128.4K 粉丝 · 134.0K 阅 · 552 赞 · 54 转

A thought experiment that I think helps explain much of what’s gone wrong with AI and labor: Imagine an alternate universe in which — for whatever reason — no one ever published source code online.

中文介绍 通过思想实验剖析AI与劳动问题:设想无人发布源代码的平行宇宙,揭示当前AI对劳动市场的替代效应与分享困境。

Opus 5 is a really bad model

@HarukaKunori · 241 粉丝 · 129.0K 阅 · 632 赞 · 44 转

After trying out Opus 5 for a few hours today, I honestly think Anthropic's benchmark scores are a complete fraud. Sure, the model might have improved in a few areas, but it has regressed unbelievably

中文介绍 实测Opus 5后认为Anthropic基准测试分数造假。模型虽在某些方面有改善,但其他方面严重倒退,值得怀疑。

The harness is all you need (mostly)

@github · 2.7M 粉丝 · 123.1K 阅 · 583 赞 · 69 转

A practical GitHub Copilot workflow for prototyping, planning, implementing, and reviewing software - without chasing every new AI tool. By @burkeholland If you’re feeling overwhelmed by AI right now,

中文介绍 GitHub官方分享实用Copilot工作流:覆盖原型、规划、实现与代码审查。强调不必追逐新工具,专注现有工具链即可。

We rewrote our agent to run entirely in a Durable Object with Pi, Agents SDK and Code Mode

@Vercantez · 1.9K 粉丝 · 122.3K 阅 · 567 赞 · 44 转

We recently finished moving the camelAI agent off of virtual machines. The agent now runs inside a Cloudflare Durable Object, its filesystem lives in SQLite and R2, and it writes JavaScript instead of

中文介绍 camelAI代理从虚拟机迁移到Cloudflare Durable Object,文件系统改用SQLite和R2,并用JavaScript编写。展示利用Cloudflare生态构建轻量AI代理的方案。

Why Software Factories Fail: Benchmarking the new frontier

@dexhorthy · 25.8K 粉丝 · 115.4K 阅 · 500 赞 · 39 转

This is a continuation of Parts 1 and 2 of "Why Software Factories Fail" Part 1: the harness is not enough Part 2: turning the lights back on we got better benchmarks Remember when I said this in Part

中文介绍 《软件工厂为何失败》系列第三篇:探索基准测试新前沿。延续前两篇观点,指出仅靠工具不够,需更好的基准衡量AI辅助开发效果。

Here's exactly how to build your company brain (in 5 mins)

@DhravyaShah · 61.2K 粉丝 · 56.0K 阅 · 548 赞 · 36 转

Every company will have a company brain, whether they believe it or not. This is the bet that I'm making, and I'm constantly seeing very future forward startups come to us for their own setup. What is

中文介绍 快速搭建“公司大脑”(企业知识中枢)的5分钟指南。分享对未来企业必备AI基础设施的展望,以及如何为初创公司实现。

Getting the most out of GPT-5.6: Sol, Terra, and Luna

@cerebras · 64.6K 粉丝 · 48.8K 阅 · 550 赞 · 40 转

Authors: @0xSero & Zhenwei Gao (@zhennydez) Your Codex subscription now comes with 3 main models, Sol, Terra, and Luna, each independently trained and served, with reasoning dials. Together, they

中文介绍 Codex订阅新增三款独立训练模型:Sol、Terra和Luna,各有推理旋钮。介绍如何搭配使用以最大化GPT-5.6性能。

PagedAttention & RadixAttention

@jaga_prasanna · 799 粉丝 · 37.9K 阅 · 502 赞 · 55 转

today we look at how two techniques solve memory and compute bottlenecks from two complementary angles virtual memory paging for intra-request memory allocation and prefix tree caching for

中文介绍 解析PagedAttention与RadixAttention两种技术:分别通过虚拟内存分页和前缀树缓存,从互补角度解决AI推理的内存与计算瓶颈。

How enabling two settings tripled our scores on the ARC-AGI-3 benchmark

How two API settings improved GPT-5.6 performance on ARC-AGI-3, boosting scores and efficiency by retaining reasoning and enabling compaction.

中文介绍 OpenAI通过启用两个API设置,使GPT-5.6在ARC-AGI-3基准测试中得分提升三倍,通过保留推理能力和启用压缩提高效率。

Accelerating scientific discovery with ChatGPT for Academic Researchers

OpenAI is giving 100,000 academic researchers free access to ChatGPT's most advanced AI models to accelerate scientific research, collaboration, and discovery.

中文介绍 OpenAI向10万名学术研究人员免费提供ChatGPT最先进AI模型,以加速科学研究、协作与发现。

The AI Hype Index: Unsexy AI

It feels bad enough when an open letter signed by leading economists warns that AI might steal your job. The fact it may soon be better than you at making dinner? Insult to injury. But that’s exactly what the company 1X promised when it showed off a pair of new, impressively dexterous (and, to some,

中文介绍 MIT Tech Review发布AI炒作指数,聚焦“不性感AI”。经济学家联名警告AI可能取代工作,机器人公司1X展示新型灵巧机器人。

not much happened today

**OpenAI's agent security incident expanded beyond Hugging Face, affecting four additional accounts and highlighting the need for stronger enterprise hardening measures like sandboxing and audit trails. The ongoing debate around "pacing the frontier" involves calls for coordinated slowdowns and gove

中文介绍 OpenAI智能体安全事件波及Hugging Face外四个账户,凸显沙箱与审计追踪等企业级防护的必要性。关于“控制前沿”的辩论持续。

How GPT-5.6 fuses frontier intelligence with frontier efficiency

GPT-5.6 improves AI efficiency across models, inference, and agentic workflows, helping deliver more useful intelligence per dollar.

中文介绍 GPT-5.6在模型、推理和智能体工作流中提升AI效率,实现每美元更有用的智能输出。

Scientific computing in the age of agentic AI

A new field report shows how scientists use AI coding agents to modernize scientific computing, accelerating software development and discovery in genomics and beyond.

中文介绍 OpenAI发布实地报告,展示科学家利用AI编码智能体实现科学计算现代化,加速基因组学等领域软件开发和发现。

Codex from 0 to 10M Users: Building ChatGPT Work — Akshay Nathan, OpenAI

OpenAI's core product engineering lead on how they are building ChatGPT Work to make AGI accessible to all of humanity: Sites, OpenClaw, Memory, Subagents, Finance, No-Code and advice.

中文介绍 OpenAI产品工程负责人Akshay Nathan介绍ChatGPT Work构建历程(从Codex到1000万用户),涵盖Sites、OpenClaw、记忆、子智能体、金融、无代码等功能。

Samsung’s chip workers are jumping ship to rival SK Hynix

Lee, an engineer at Samsung’s semiconductor division, clocks out when his shift ends. He used to work longer hours, going the extra mile to excel at his projects. But lately, he’s been coming straight home to work on his job application for the chipmaker’s South Korean rival SK Hynix, sharing tips w

中文介绍 三星半导体部门员工纷纷跳槽至竞争对手SK海力士。一名三星工程师此前加班拼搏,如今利用下班时间申请SK海力士职位。

[AINews] Much ado about Open Weights

Everyone is writing a lot, but only Kimi K3 shipped today

中文介绍 AI社区热议开放权重,但当天仅Kimi K3实际发布。

not much happened today

**Moonshot** released the **Kimi K3**, a **2.8T-parameter MoE** model with **104B active parameters/token**, featuring innovations like **Kimi Delta Attention (KDA)**, **Gated MLA**, and **LatentMoE**. The release includes infrastructure components such as **MoonEP**, **FlashKDA**, and **AgentEnv**,

中文介绍 Moonshot发布Kimi K3,2.8T参数MoE模型(104B活跃参数/令牌),采用Kimi Delta Attention、Gated MLA、LatentMoE等创新,并发布MoonEP、FlashKDA等基础设施。

市场总览

当前市场整体技术面呈现明显分化。美股方面,主要指数ETF如SPY(RSI 38.6)和QQQ(RSI 32.4)均跌破短期均线,接近超卖区域,短期下行压力较大;但个股如AAPL维持多头排列,RSI 66.8未达超买,显示结构性差异。加密市场在恐慌贪婪指数29的恐慌背景下,总市值2.27T,BTC主导率56.5%,ETH占比10.1%;比特币RSI 48.2中性,价格围绕20日与50日均线震荡,ETH略高于50日线但MACD死叉,整体缺乏方向。中概股表现相对强势,京东RSI高达75.8进入超买,腾讯控股5日涨幅5.86%,但阿里巴巴和拼多多RSI中性偏高,动能分化。商品外汇方面,原油期货突破所有主要均线呈多头排列,黄金期货虽RSI中性但MACD金叉但价格低于200日均线,美元指数窄幅震荡于100.8,美债收益率维持上升趋势。整体看,美股偏弱,商品与中概部分个股偏强,加密市场观望气氛浓厚。

今日关注

JD 京东 (JD)
偏上行

当前价格32.20,RSI达75.8进入超买区,5日涨幅6.8%,价格高于20日均线(29.12)和50日均线(28.81),MACD柱为正且信号线向上,显示短期动能偏强,但超买区域需关注回调风险。

TSLA 特斯拉 (TSLA)
偏下行

价格298.32,距52周低仅0.32%,RSI 25.4处于超卖区,5日暴跌20.24%,价格远低于20日(373.86)、50日(394.64)、200日(412.75)均线,形成空头排列,MACD死叉且绿柱放大,空头动能强劲。

BTC-USD 比特币 (BTC-USD)
中性

当前63828.04,RSI 48.2处于中性区间,价格围绕20日均线(64441)和50日均线(63333)窄幅波动,5日变化-0.42%近乎持平,MACD略偏空但幅度较小,无明显趋势信号。

QQQ 纳斯达克100 ETF (QQQ)
偏下行

价格661.73,RSI 32.4接近超卖,5日跌幅6.18%,价格显著低于20日(704.33)和50日(715.81)均线,MACD快线-10.85,信号线-5.90,死叉形态且负值扩大,空头动能较强。

CL=F WTI原油期货 (CL=F)
偏上行

价格84.43,RSI 54.4中性偏强,5日下跌2.76%但今日大涨6.52%,价格高于20日(78.73)、50日(83.17)、200日(75.54)均线,形成多头排列,MACD柱为正且快线在信号线上方,趋势偏多。

全部资产

^VIX

VIX 恐慌指数

$20.66 +13.45%
5 日
+24.16%
距 52w 高
-41.5%
RSI(14)
60.9
趋势
中性
SMA 20 / 50 / 200
17.21 / 17.43 / 18.74
MACD / 信号
0.462 / 0.102

^TNX

10Y 美债收益率 (%)

$4.62 +0.39%
5 日
-0.75%
距 52w 高
-2.0%
RSI(14)
56.4
趋势
多头
SMA 20 / 50 / 200
4.58 / 4.53 / 4.27
MACD / 信号
0.043 / 0.040
接近 52 周高多头排列

DX-Y.NYB

美元指数 DXY

$100.80 -0.57%
5 日
-0.33%
距 52w 高
-1.0%
RSI(14)
48.1
趋势
多头
SMA 20 / 50 / 200
101.07 / 100.39 / 99.13
MACD / 信号
0.214 / 0.256
MACD 死叉 (1 天前)接近 52 周高多头排列

SPY

S&P 500 ETF

$729.46 -1.54%
5 日
-2.40%
距 52w 高
-4.1%
RSI(14)
38.6
趋势
中性
SMA 20 / 50 / 200
745.79 / 744.66 / 699.52
MACD / 信号
-1.506 / 0.519

QQQ

Nasdaq 100 ETF

$661.73 -2.04%
5 日
-6.18%
距 52w 高
-11.6%
RSI(14)
32.4
趋势
中性
SMA 20 / 50 / 200
704.33 / 715.81 / 644.14
MACD / 信号
-10.852 / -5.896

AAPL

Apple

$338.19 -0.56%
5 日
+3.77%
距 52w 高
-1.9%
RSI(14)
66.8
趋势
多头
SMA 20 / 50 / 200
322.40 / 308.59 / 277.21
MACD / 信号
9.609 / 8.437
接近 52 周高多头排列

MSFT

Microsoft

$390.54 -0.71%
5 日
+0.05%
距 52w 高
-29.7%
RSI(14)
50.0
趋势
空头
SMA 20 / 50 / 200
389.81 / 397.91 / 434.13
MACD / 信号
-0.517 / -1.147
空头排列

NVDA

Nvidia

$190.01 -3.55%
5 日
-10.40%
距 52w 高
-19.7%
RSI(14)
38.0
趋势
中性
SMA 20 / 50 / 200
203.13 / 207.12 / 192.99
MACD / 信号
-1.716 / -0.413
MACD 死叉 (2 天前)

GOOGL

Alphabet

$336.71 +0.90%
5 日
-1.57%
距 52w 高
-17.6%
RSI(14)
43.6
趋势
中性
SMA 20 / 50 / 200
349.62 / 360.63 / 325.23
MACD / 信号
-8.335 / -6.392

TSLA

Tesla

$298.32 -2.97%
5 日
-20.24%
距 52w 高
-40.2%
RSI(14)
25.4
趋势
空头
SMA 20 / 50 / 200
373.86 / 394.64 / 412.75
MACD / 信号
-24.678 / -14.943
RSI 超卖接近 52 周低空头排列

META

Meta

$585.61 -1.31%
5 日
-6.63%
距 52w 高
-26.5%
RSI(14)
41.4
趋势
空头
SMA 20 / 50 / 200
625.81 / 604.55 / 636.11
MACD / 信号
-0.670 / 7.092
MACD 死叉 (4 天前)空头排列
加密恐慌贪婪
29
恐慌
加密总市值
$2.27 T
-0.15% / 24h
BTC 主导率
56.5%
ETH 10.1%
24h 成交量
$68.3 B
活跃币 17,876

BTC-USD

Bitcoin

$63,828.04 -0.07%
5 日
-0.42%
距 52w 高
-49.4%
RSI(14)
48.2
趋势
中性
SMA 20 / 50 / 200
64,441.34 / 63,333.42 / 71,727.21
MACD / 信号
183.242 / 304.391
MACD 死叉 (2 天前)

ETH-USD

Ethereum

$1,901.75 -0.95%
5 日
+2.23%
距 52w 高
-61.6%
RSI(14)
55.9
趋势
中性
SMA 20 / 50 / 200
1,872.42 / 1,763.25 / 2,122.10
MACD / 信号
38.893 / 39.739
MACD 死叉 (今天)

SOL-USD

Solana

$73.36 -0.46%
5 日
-0.70%
距 52w 高
-71.0%
RSI(14)
42.9
趋势
空头
SMA 20 / 50 / 200
75.98 / 74.43 / 87.10
MACD / 信号
-0.486 / -0.026
空头排列

BABA

阿里巴巴 (BABA)

$115.03 -0.14%
5 日
-1.31%
距 52w 高
-40.3%
RSI(14)
53.9
趋势
中性
SMA 20 / 50 / 200
111.19 / 114.68 / 141.50
MACD / 信号
1.185 / 0.503

PDD

拼多多 (PDD)

$88.32 +3.05%
5 日
+5.66%
距 52w 高
-36.6%
RSI(14)
60.4
趋势
中性
SMA 20 / 50 / 200
84.56 / 84.47 / 104.20
MACD / 信号
0.564 / 0.115

JD

京东 (JD)

$32.20 +1.29%
5 日
+6.80%
距 52w 高
-12.6%
RSI(14)
75.8
趋势
中性
SMA 20 / 50 / 200
29.12 / 28.81 / 29.44
MACD / 信号
0.953 / 0.586
RSI 超买

0700.HK

腾讯控股 (0700.HK)

HK$466.40 +4.29%
5 日
+5.86%
距 52w 高
-31.7%
RSI(14)
54.4
趋势
中性
SMA 20 / 50 / 200
457.27 / 449.01 / 541.83
MACD / 信号
0.721 / 1.770
MACD 死叉 (4 天前)

GC=F

黄金期货

$4,148.80 +2.79%
5 日
+0.05%
距 52w 高
-25.7%
RSI(14)
52.4
趋势
空头
SMA 20 / 50 / 200
4,074.48 / 4,221.40 / 4,479.74
MACD / 信号
-35.626 / -55.175
空头排列

CL=F

WTI 原油期货

$84.43 +6.52%
5 日
-2.76%
距 52w 高
-29.3%
RSI(14)
54.4
趋势
多头
SMA 20 / 50 / 200
78.73 / 83.17 / 75.54
MACD / 信号
1.446 / 0.502
多头排列

USDCNY=X

美元 / 人民币

¥6.75 -0.17%
5 日
-0.17%
距 52w 高
-6.3%
RSI(14)
44.6
趋势
空头
SMA 20 / 50 / 200
6.78 / 6.78 / 6.91
MACD / 信号
-0.004 / -0.003
接近 52 周低空头排列
风险提示

本报告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。过去走势不代表未来表现,所有指标均存在滞后性,仅供技术分析参考。投资者应独立决策,注意风险。

As Trump Squeezes Cuba, He Plans to Send Cuban Deportees to Uruguay

The State Department under Secretary of State Marco Rubio has deported Cubans to Africa. Now it’s negotiating with a South American country.

中文摘要 特朗普政府进一步向古巴施压。美国国务卿卢比奥领导的国务院此前已将古巴人驱逐至非洲,现正与乌拉圭谈判,计划将古巴被驱逐者送往该国。

Australia news live: McCarthy welcomes ‘milestone’ as one Closing the Gap target reached; three dead in Sydney house fire

Prime minister says Victorians will have a choice between Ben Carroll ‘and chaos’. Follow updates live Get our breaking news email, free app or daily news podcast Minister says meeting Closing the Gap target a major step, but more work needed on others Malarndirri McCarthy, the minister for Indigeno

中文摘要 澳大利亚原住民事务部长马拉恩迪里·麦卡锡欢迎“缩小差距”目标之一达成,称其为里程碑但需继续努力。悉尼一房屋火灾致三人死亡。总理表示维州选民将在本·卡罗尔和“混乱”之间选择。

Sam Altman meets lawmakers on back of OpenAI agents hacking companies

US President Donald Trump says he is considering 'AI controls' following OpenAI's disclosure.

中文摘要 OpenAI首席执行官山姆·奥特曼与立法者会面,此前OpenAI披露其AI代理被用于黑客攻击企业。美国总统特朗普表示正考虑对AI实施管控。

Salman Rushdie attacker convicted of terror offenses

Hadi Matar, 28, was convicted of attempting to help Hezbollah by attacking the British-Indian author.

中文摘要 28岁的哈迪·马塔尔因袭击英印作家萨尔曼·鲁西迪被判定犯有恐怖主义罪行,罪名是试图通过袭击帮助黎巴嫩真主党。

The Chinese robot army transforming the UK's retail industry

Britain's weak productivity growth and labour shortages are creating an opportunity for China's robotics firms.

中文摘要 英国生产率增长缓慢和劳动力短缺为中国机器人企业带来机遇。中国制造的机器人正大规模进入英国零售业,推动行业变革。

Iran War Live Updates: More Countries Pulled Into Conflict With Spate of Attacks

The U.S. and Saudi Arabia said they carried out airstrikes on Iran-backed militias in Iraq, Iran targeted sites used by the American military in Jordan and a U.S.-owned ship was hit in an Egyptian port.

中文摘要 美国与沙特对伊拉克境内伊朗支持的民兵实施空袭;伊朗打击美军在约旦的驻地;一艘美籍船只在埃及港口遇袭。更多国家卷入冲突。

Two Tankers Hit in Apparent Drone Strike in Egypt

An explosion at a port on Egypt’s Mediterranean coast set fire to two ships, including a U.S. gas storage tanker, according to maritime tracking firms.

中文摘要 埃及地中海沿岸一港口发生爆炸,两艘油轮起火,包括一艘美国天然气储运船。据海事追踪公司称,疑似遭无人机袭击。

Four women accuse Jared Leto of criminal sexual conduct

The actor and musician faces allegations from 10 women in total who say he mistreated them as teenagers.

中文摘要 四名女性指控演员兼歌手杰瑞德·莱托犯有刑事性行为罪。目前共有10名女性指控他在她们青少年时期对其不当对待。

How to Tell if a Giant Manta Is Pregnant? Give Her an Ultrasound.

Scientists managed to confirm pregnancies in three giant mantas with underwater ultrasound scans, offering clues to the animals’ elusive reproductive habits.

中文摘要 科学家通过水下超声波扫描成功确认三条巨型蝠鲼怀孕,为研究这种动物隐秘的繁殖习性提供了线索。

New Strikes Engulf More Countries in the Iran War

President Trump threatened retribution after Iran fired missiles at U.S. military bases in Jordan. Strikes by U.S. and Saudi warplanes on Iranian-linked militias in Iraq were a further escalation after a lull.

中文摘要 伊朗向美军在约旦的基地发射导弹,特朗普总统威胁报复。美国和沙特战机对伊拉克境内与伊朗关联的民兵实施打击,冲突进一步升级。

Trump threatens Iran strikes after attack on US base in Jordan

”It’s our turn.” President Donald Trump says the US will hit Iran “very hard” following an attack on US forces in Jordan

中文摘要 美国总统特朗普在美军驻约旦基地遭袭后威胁称将对伊朗进行打击,表示“轮到我们了”,将“非常严厉”地攻击伊朗。

Body found in suitcase in Athens is that of 38-year-old British woman

Greek authorities identify remains as those of Elizabeth Jane Ross after discovery in a derelict building 11 days ago A body found in a suitcase in an abandoned building in central Athens has been identified as that of a 38-year-old British woman. Eleven days after the find, and following an appeal

中文摘要 希腊当局确认,11天前在雅典市中心一处废弃建筑内行李箱中发现的女尸为38岁的英国女子伊丽莎白·简·罗斯。

Interest rates expected to be held again by Bank of England

It would be the fifth hold in a row, with the Bank rate standing at 3.75% - the lowest since February 2023.

中文摘要 英国央行预计将再次维持利率不变,这将是连续第五次按兵不动。当前利率为3.75%,是2023年2月以来最低水平。

Summer slowdown ‘sharper than usual’ for UK property sales

Higher mortgage rates and economic uncertainty have led to a market favouring buyers, new data suggests

中文摘要 新数据显示,英国今年夏季房地产市场放缓程度“异常严重”,抵押贷款利率上升与经济不确定性使市场偏向买方。

Meta shares fall as frustration grows over AI spending plans

Mark Zuckerberg said Meta intends to sell for the first time AI tools to other companies

中文摘要 Meta股价下跌,市场对其AI支出计划感到失望。扎克伯格表示Meta将首次向其他企业出售AI工具。

Bond Rout Sends Warning to Warsh That Tough Talk Is Not Enough

The message from the bond market was clear: For all of Federal Reserve Chairman Kevin Warsh’s tough talk about taming inflation, he’s in no rush to use the power of the central bank to do it.

中文摘要 债券市场向美联储主席Kevin Warsh发出警告:尽管他口头强硬对抗通胀,但并未急于动用央行工具。市场认为行动不足。

Asian Stocks to Fall as Fed Keeps Rates on Hold: Markets Wrap

Asian stocks were set to track Wall Street lower after renewed concerns over artificial intelligence spending and uncertainty over the Federal Reserve’s policy outlook sent longer-dated Treasury yields to their highest levels in almost two decades.

中文摘要 亚洲股市预计跟随美股下跌。市场对AI支出担忧及美联储政策不确定性使长期美债收益率升至近二十年最高水平。

Stocks Fall as 30-Year Bond Yields Surge After Fed | The Close 7/29/2026

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 Ken Shinoda, DoubleLine Capital Portfolio Manager, Alexandra Wilson-Elizondo, Goldman Sachs Global Co-Head of Multi-Asset Solu

中文摘要 美股收跌,30年期国债收益率在美联储决议后飙升。节目邀请DoubleLine Capital的Ken Shinoda和高盛的Alexandra Wilson-Elizondo分析市场。

The Chinese robot army transforming the UK's retail industry

Britain's weak productivity growth and labour shortages are creating an opportunity for China's robotics firms.

中文摘要 英国生产力增长乏力及劳动力短缺为中国机器人公司创造机遇,中国机器人正广泛应用于英国零售业。

Latest Oil Market News and Analysis for July 30

Oil steadied after its biggest daily jump in more than two weeks, as President Donald Trump vowed fresh strikes in Iran and US stockpiles fell.

中文摘要 油价在创下两周多来最大单日涨幅后企稳。特朗普承诺对伊朗发动新打击,同时美国原油库存下降。

Goldman-Backed Biotech Attovia Seeks $212.5 Million in US IPO

Attovia Therapeutics Inc., an early-stage drug developer focused on immune-mediated diseases with high unmet need, is seeking to raise as much as $212.5 million in a US initial public offering.

中文摘要 高盛支持的生物技术公司Attovia Therapeutics计划在美IPO筹资2.125亿美元,该公司专注于免疫介导疾病药物开发。

该源今日无内容。