AIHub 2022 - 精选 AI 工具与资源导航
AI 热点榜
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腾讯混元 Hy4 正式发布，首次引入视觉与电脑操作
X：OpenClaw (@openclaw)、X：Arena (@arena)、X：Tencent WorkBuddy (@WorkBuddy_AI) 等 5 个来源
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Google将AI学习功能引入Search和Classroom，学校禁用AI即失去搜索
TechCrunch：AI（RSS）、The Decoder：AI News（RSS）、IT之家·人工智能 等 6 个来源
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MIT 称 GPT-6 Astra 可直接改写模型权重
The Decoder：AI News（RSS）、IT之家·人工智能、X：indigo (@indigox)（3 个来源）
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Anthropic 开源 FlashProve 可验证推理原型
The Decoder：AI News（RSS）、IT之家·人工智能、TechCrunch：AI（RSS） 等 6 个来源
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Claude Code 产品负责人 Cat Wu 宣布离开 Anthropic
X：Cat Wu（Anthropic，Claude Code 产品负责人） (@_catwu)（1 个来源）
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Kimi K3.1 Pro 开放权重，Agent Arena 排名更新
X：Arena (@arena)、X：Rohan Paul (@rohanpaul_ai)、X：Kimi.ai (@Kimi_Moonshot)（3 个来源）
HN 热榜
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AI迫使人类偿还40年技术债务
AI is forcing us to pay off 40 years of technical debt
PHP2Shell漏洞暴露了遗留软件的安全风险，警示AI时代需解决长期积累的技术债务。
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Gemini 训练使用聊天历史，包括订阅用户
Tell HN: Gemini trains on chat history, even for subscribers (personal accounts)
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Nvidia RTX Spark Linux推理速度骤降至35%
Nvidia RTX Spark encrypted firmware slows inference speed to 35% on Linux
因加密固件导致Linux下GPU频率被锁，RTX Spark笔记本在Linux上的AI推理性能远低于Windows。
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朝鲜黑客通过虚假面试窃取 Binance 63 亿美元
North Korean fake job interview led to $6.3B Binance heist
朝鲜黑客利用虚假招聘流程诱骗员工下载恶意软件，进而入侵内部系统并实施巨额加密货币盗窃。
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AMD预计Q4营收首超英特尔
AMD expects to outsell Intel in Q4 for the first time in history
受数据中心业务强劲增长推动，AMD预计第四季度营收将达170亿美元，历史上首次超越英特尔。
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美国选民在公投中强烈反对数据中心
US voters roundly reject data centers in ballot measures
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杰弗里·辛顿：人类或许从未开发AI更好
Geoffrey Hinton: it might turn out we were better off without AI
AI先驱辛顿警告，若无法管控风险，AI可能引发类似切尔诺贝利的重大事故，建议加强监管。
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月之暗面发布 Kimi K3.1 Pro 开源模型权重
Kimi K3.1 Pro model weights are out
Kimi K3.1 Pro 是拥有百万上下文窗口的多模态智能体模型，代码与推理能力显著提升。
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白宫网络检测到住宅代理流量
Residential proxies detected on White House network
Layer3 Intel发现白宫网络存在住宅代理出口活动，可能因设备感染SDK导致内部系统面临风险。
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民主党赢得众议院控制权
Democrats win control of the House of Representatives
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GitHub 发生影响 Git 操作、PR 和 Issue 的服务故障
Incident with Pull Requests, Git Operations and Issues
GitHub 报告了涉及 Git 操作、API 请求、Issue 和 Pull Requests 的性能下降及间歇性故障，目前已恢复。
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旧金山将非法游击自行车道永久化
Guerrilla bike lanes: San Francisco makes illicit infrastructure permanent (2016)
旧金山交通局决定保留激进组织安装的临时自行车隔离设施，将其转为官方永久基础设施。
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验证不等于知识：科学需要理解而不仅是答案
Verification Is Not Knowledge: Science needs more than answers
文章指出科学界过度追求可验证结果，忽视了人类理解的重要性，这种倾向源于冷战时期的“价值中立”理想。
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Synaptics 发律师函阻止开源 DisplayLink 驱动
Synaptics Appears to Use Legal Threats to Block Open-Source DisplayLink Driver
Synaptics 以专利侵权为由向 Vino 驱动开发者发出停止函，导致该 Rust 编写的开源 Linux 驱动从 GitHub 下架。
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Go 1.27 发布稳定版 JSON v2 API
A new Go API for JSON
Go 1.27 正式推出 encoding/json/v2，修复了旧版在 UTF-8、重复键及性能等方面的缺陷。
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腾讯 Hy4
Tencent Hy4
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Anthropic 发布 FlashProve：实现大模型可验证推理
Progress on provable inference for large language models
Anthropic 推出 FlashProve，利用 zkSNARK 技术证明 AI 响应由指定模型生成，防止路由替换或攻击。
GitHub 热榜
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NVIDIA/auto-ontology
Auto Ontology is a Python framework for building semantic, graph-based reasoning layers over data. It enables deterministic query generation, better context retrieval, and more explainable AI for LLM and agent workflows.
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max-sixty/worktrunk
Worktrunk is a CLI for Git worktree management, designed for parallel AI agent workflows
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mattpocock/skills
Skills for Real Engineers. Straight from my .agents directory.
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floci-io/floci
Light, fluffy, and always free - The AWS Local Emulator alternative
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thedotmack/claude-mem
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
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vercel-labs/agent-desktop
Computer use CLI for AI agents
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github/spec-kit
💫 Toolkit to help you get started with SDD or any other process!
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The-PR-Agent/pr-agent
🚀 PR Agent: The Original Open-Source PR Reviewer. This project is not the Qodo free tier.
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harry0703/MoneyPrinterTurbo
利用 AI 大模型和自动化工作流，根据主题或关键词一键生成高清短视频。Generate HD short videos from a topic or keyword with an automated AI workflow.
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garrytan/gstack
Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA
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FareedKhan-dev/kimi-k3-in-c
A 2.78-trillion-parameter Kimi K3 running inference on a single CPU in 8.24 GB of RAM. Portable C99: no BLAS, no framework, no GPU.
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MichaelCade/90DaysOfDevOps
This repository started out as a learning in public project for myself and has now become a structured learning map for many in the community. We have 3 years under our belt covering all things DevOps, including Principles, Processes, Tooling and Use Cases surrounding this vast topic.
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D4Vinci/Scrapling
🕷️ The BEST Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev
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Thysrael/Horizon
📡 Your own AI-powered news radar. Generates daily briefings in English & Chinese. | 用 AI 构建你专属的新闻雷达
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scenario-labs/skills
Get production-ready images, video, audio, and 3D from any AI agent: skills that pick the right model, price before spending, and keep characters and brands consistent through the Scenario MCP, plus expert teams that drive Blender, Maya, ZBrush, Unreal, and Unity.