agent 的一切都是文件，Linux 那套哲学又活了一次

• CES 2026 最疯狂的 25 个脑洞 mp.weixin.qq.com
• 最佳创新奖
  • CES 2026 Best of Innovation(1).pdf%E3%80%8ACES%E4%B8%AD%E7%9A%84AI%20%E6%A8%A1%E5%9E%8B%E6%96%B0%E7%8E%A9%E5%AE%B6%20Claude%20Code%20%E6%80%8E%E4%B9%88%E7%8E%A9%20%E3%80%8B/CES_2026_Best_of_Innovation(1).pdf)
  • Nirva AI Jewelry — An All-Day AI Wearable for Journaling, Emotional Insight, and Life Guidance nirva.life
  • Nirva (@Nirvalabs) / X x.com
  • 自动驾驶轮椅 strutt.inc
  • Alpamayo
    • Open Models for Autonomous Vehicles nvidia.com
  • 乐高 智能玩乐 lego.com
    • How we made the LEGO® SMART Play™ system lego.com
    • SMART Play fact sheet brickset.com
    • blog.adafruit.com · legos smart brick is a tiny self aware computer and it doesnt need a p blog.adafruit.com
    • 4.1毫米 ASIC 芯片的“制造商”（Fabricator） TSMC
    • （Smart Play）磁定位识别 blog.adafruit.com
    • BrickNet 协议 bluetooth.com
  • Wi-R
    • I Just Saw the Wireless Body-Transmitting Network That My Future Wearables Need - CNET cnet.com
    • Ixana Wi-R - E-field wireless for low power wearables, AR/VR and physical AI ixana.ai
    • Wi-R Technology White Paper ixana.ai
  • xMEMES
    • The future of smart glasses is missing a key audio component - and I tried it already - ZDNET zdnet.com
    • xMEMS | MEMS Speakers | Acoustic Vents | Micro Cooling xmems.com
• 物理AI
  • Nvidia的全栈融合 mp.weixin.qq.com
    • NVIDIA 发布 Rubin，开启新一代 AI 平台——六款全新芯片，一台超凡 AI 超级计算机 blogs.nvidia.cn
  • NVIDIA Isaac × Hugging Face 机器人整合 nvidianews.nvidia.com — Hugging Face 的 LeRobot — 生态系统正在为从 NVIDIA 仿真到下游训练/评估/数据集提供更直接的通路：任何在 Isaac Sim — / IsaacLab 中构建的内容都可以通过 LeRobot EnvHub / IsaacLab Arena（LeRobotHF）“开箱即用”地在 LeRobot 中运行。
    • NVIDIA Omniverse Explained in Under 5 Minutes - YouTube youtube.com
  • 真实/仿真环境：Isaac Sim / IsaacLab + LeRobot EnvHub / IsaacLab Arena
  • 算力：Jetson Thor / DGX Spark
  • Reachy 2 pollen-robotics.com
  • Robotics “developer kit” 时刻 x.com
  • Nvidia 发布 GPU Rubin
    • Nvidia GPU%E3%80%8ACES%E4%B8%AD%E7%9A%84AI%20%E6%A8%A1%E5%9E%8B%E6%96%B0%E7%8E%A9%E5%AE%B6%20Claude%20Code%20%E6%80%8E%E4%B9%88%E7%8E%A9%20%E3%80%8B/Nvidia%20GPU%202e2bbac116f2809a9075fe4ca9b73b42.md)

• 智谱IPO 大模型第一股
  • 市面上主要大模型厂商估值对比 labs.ramp.com
• xAI raises $20B Series E $230B val
  • xAI Raises $20B Series E x.ai
  • @aakashgupta：xAI just closed $20B at roughly $240B valuation. This round matters more than the headline suggests. The… x.com
  • @RampLabs：xAI just raised $20B at ~$230B. Ramp Sheets thinks it's a good deal: $383/user vs OpenAI's $1,875/user (80%… x.com
• Epstein Secrets: Search 850K+ Docs & 440K+ Names epsteinsecrets.com
• AI 饭局装腔指南：3 分钟速成行业大佬 - 少数派 sspai.com

基础模型 Foundation Mode

• DeepSeek mHC 什么？
  • [2512.24880] mHC: Manifold-Constrained Hyper-Connections arxiv.org
  • A deep dive in DeepSeek's mHC: They improved things everyone else thought didn’t need improving : r/singularity reddit.com
• 九坤模型（IQuest-Coder）
  • IQuest Coder iquestlab.github.io
  • 澄清：关于 IQuest-Coder-V1 的性能 : r/LocalLLaMA reddit.com
• DeepSeek更新了R1论文
  • @jiqizhixin：DeepSeek-R1’s paper was updated 2 days ago, expanding from 22 pages to 86 pages and adding a substantial a… x.com
  • DeepSeek-R1- Incentivizing Reasoning Capability in LLMs via Reinforcement Learningv1.pdf chat.pageindex.ai
• MiroThinker 1.5
  • 陈天桥代季峰团队实现 30B 参数跑出 1T 性能，这对大模型发展意味着什么？ - 知乎 zhihu.com
  • MiroThinker dr.miromind.ai
  • Introducing MiroThinker 1.5: 30B Parameters That Outperform 1T Models - MiroMind | Mirror and Connect Human Intelligen… research.miromind.ai

• Benchmark 换血 x.com

• AI’s trillion-dollar opportunity: Context graphs - Foundation Capital foundationcapital.com
• Dynamic context discovery · Cursor cursor.com
  • Agent Skills cursor.com

应用

• AI Excel 仍然是个热门战场 labs.ramp.com
• DeepTutor hkuds.github.io
• Anygen.io anygen.io
• OpenAI health x.com
• 人生复盘系统
  • 【增长黑客AI周报】加餐：我如何用 AI 搭建人生记录与复盘体系 zengzhang.ai
  • @XDash：发现一位斯坦福 AI 女极客 @mollycantillon，她刚写了篇狠文，讲她几个月来，怎么用 Claude Code 搭了套「个人全景监控系统」。 - 她通过定时任务自动拉取 Amplitude 数据，交叉比对 Gi… x.com
  • @mollycantillon：THE PERSONAL PANOPTICON. A few months ago, I started running my life out of Claude Code. Not out of in… x.com
  • !Image 1!Image 2!Image 3AI Analytics Platform for Modern Digital Analytics amplitude.com

AI4S

• Meta Research Plan Generator
  • @ShashwatGoel7：In case you missed it over the holidays, we @AIatMeta released: Training AI Co-Scientists using Rubric… x.com
  • [2512.23707] Training AI Co-Scientists Using Rubric Rewards arxiv.org
  • facebook/research-plan-gen · Datasets at Hugging Face huggingface.co

技术栈和标准 Tech Stack & Standard

• Building Voice Agents with NVIDIA Open Models daily.co
  • Voice AI & Voice Agents voiceaiandvoiceagents.com

AI设备 AI Device

• OpenAI Pen
• Looki
  • Looki | Using Multimodal AI To Help Understand Your Life looki.ai
  • 独家｜蚂蚁、美团入局 AI 硬件， Looki 完成超 2000 万美元 A 轮融资 mp.weixin.qq.com
  • narrativeclip
• Pickle Glass
  • 2026年发布的第一款AI眼镜，不仅是期货，还被指诈骗 mp.weixin.qq.com
  • Pickle 1 - Soul Computer pickle.com

Agent 工具 Agent Tools

• GUI Agent 大战开始 tongyi-mai.github.io
• MCP / Skills Market x.com

编码 Coding

• Pro Coder
  • GitHub - frankbria/ralph-claude-code: Autonomous AI development loop for Claude Code with intelligent exit detection github.com
  • Agent Docker? Packaging agents is the missing primitive: @hwchase17 twitter.com — argues that agent.md — + skills follow-up tweet mp.weixin.qq.com ↗

组织与个人 People & Org

• Webflow 的 CPO 如何搭建自己的 AI 首席助理 lennysnewsletter.com
• 点击这里 youtube.com
• Becoming - Developmental Intelligence becoming.ai
  • Becoming: The White Paper becoming.ai
• Sentry All in AI x.com
  • Sentry%E3%80%8ACES%E4%B8%AD%E7%9A%84AI%20%E6%A8%A1%E5%9E%8B%E6%96%B0%E7%8E%A9%E5%AE%B6%20Claude%20Code%20%E6%80%8E%E4%B9%88%E7%8E%A9%20%E3%80%8B/Sentry%202e3bbac116f280c1b49ac1e4ef4dae5f.md)

课程学习 Course

• Anthropic Academy anthropic.com
• AI-Powered Finance: Forecasting, Planning & Reporting coursera.org
• 5-Day AI Agents Intensive Course with Google kaggle.com
• Claude
  • @0xYuker：Manus 平替：Claude Code Sub-Agent 小白入门指南（附完整示例） x.com