{
  "site": "智能秋裤 BaseLayer",
  "url": "https://baselayer.cc",
  "author": "秋裤",
  "description": "智能秋裤 BaseLayer：秋裤的 AI 时代观察。一线实测模型与 Agent，追踪具身智能与脑机接口，也思考普通人如何与 AI 相处。有温度的AI时代陪伴者。",
  "updated": "2026-11-12",
  "posts": [
    {
      "slug": "ming-emperors-used-agents-too",
      "title": "用agent这件事，明朝皇帝也干过",
      "date": "2026-11-12",
      "summary": "把“主 agent 统一对外”的设计放回明清五百年：内阁票拟是 agent 起草、人点确认，司礼监批红是“始终允许”，贴黄是压缩上下文，雍正密折是绕开中间层的直连通道。结论是统一入口不等于唯一通道——要能翻到原件、摘要要带出处、不可逆的事不外借红笔。",
      "topics": [
        "Agent 时代",
        "人与 AI"
      ],
      "featured": true,
      "human_share": null,
      "reading_minutes": 6,
      "url": "https://baselayer.cc/posts/ming-emperors-used-agents-too/",
      "markdown": "https://baselayer.cc/posts/ming-emperors-used-agents-too.md",
      "original": "https://mp.weixin.qq.com/s/cRgnc7Rk1VneiTZFVZjhmQ"
    },
    {
      "slug": "gpt-and-claude-feel-dated",
      "title": "深度用了一年AI，最近我感觉GPT和Claude好像有点过时了",
      "date": "2026-11-08",
      "summary": "深度使用一年后的体感：GrokBot 以极简的统一入口、实时语音和主动推进，在交互与上下文整合上领先于 ChatGPT 和 Claude；DeepSeek 的 super-agent 构想与 Today AI 指向同一方向。单个任务受限于模型能力，多个任务受限于人的注意力；极简不是让复杂消失，而是让复杂换了地方。",
      "topics": [
        "Agent 时代",
        "模型观察",
        "普通人 AI 指南"
      ],
      "featured": true,
      "human_share": null,
      "reading_minutes": 8,
      "url": "https://baselayer.cc/posts/gpt-and-claude-feel-dated/",
      "markdown": "https://baselayer.cc/posts/gpt-and-claude-feel-dated.md",
      "original": "https://mp.weixin.qq.com/s/fD4359v4TFIowy1OVlREWw"
    },
    {
      "slug": "room-for-meaning",
      "title": "语言的留白：颗粒度、空间与智能",
      "date": "2026-10-27",
      "summary": "从“盐少许”说起：地图省略才好用，记忆遗忘才能思考，语言有歧义才高效，模型放掉细节才能泛化。智能的一个核心特征可能是“留有恰当空间的颗粒度”——知道哪里该说清、哪里该留白，并能在留白处补得合理；大模型已从语言里学会留白，下一步是用真实世界为“补全”兜底。",
      "topics": [
        "人与 AI"
      ],
      "featured": false,
      "human_share": null,
      "reading_minutes": 10,
      "url": "https://baselayer.cc/posts/room-for-meaning/",
      "markdown": "https://baselayer.cc/posts/room-for-meaning.md",
      "original": "https://mp.weixin.qq.com/s/z94Uq0uR4Fhdf-ya8lBMnw"
    },
    {
      "slug": "models-tiered-agents-cloud-coding",
      "title": "模型分层、Agent上云、平台筑高墙、Coding“主宰”一切？",
      "date": "2026-10-07",
      "summary": "从 Meta 个人助手 Muse“替主人做主”的翻车说起，梳理模型分层、Agent 上云、平台互筑高墙、Coding 主宰一切等趋势。争的都是同一件事：AI 这股超级力量最终听谁的——主宰 coding 的，最好还是我们自己。",
      "topics": [
        "Agent 时代",
        "产业格局"
      ],
      "featured": false,
      "human_share": null,
      "reading_minutes": 9,
      "url": "https://baselayer.cc/posts/models-tiered-agents-cloud-coding/",
      "markdown": "https://baselayer.cc/posts/models-tiered-agents-cloud-coding.md",
      "original": "https://mp.weixin.qq.com/s/rvdqjU8OJRmgjyY_nkmsOA"
    },
    {
      "slug": "attention-is-all-we-lack",
      "title": "目前 Attention is all we lack",
      "date": "2026-09-19",
      "summary": "AI 的能力基本够用，稀缺的是人类的注意力；下一代 agent 将接手“持续关注”的工作。未来的人机协作可以抽象为三个要素：AI、人类，以及连接两者的“连接器 / 平衡器”。",
      "topics": [
        "Agent 时代",
        "人与 AI"
      ],
      "featured": true,
      "human_share": null,
      "reading_minutes": 6,
      "url": "https://baselayer.cc/posts/attention-is-all-we-lack/",
      "markdown": "https://baselayer.cc/posts/attention-is-all-we-lack.md",
      "original": "https://mp.weixin.qq.com/s/MHRdH8imbTHUnWa-E-N07g"
    },
    {
      "slug": "no-chatgpt-moment-for-robots",
      "title": "具身智能可能根本没有“ChatGPT时刻”",
      "date": "2026-08-30",
      "summary": "梳理 2023—2026 年间多次被宣布的具身智能“ChatGPT 时刻”和背后各不相同的标准：机器人进入现实，要与千变万化的物理世界逐步磨合，真正的改变更可能来自开车、送货、做饭、清洁这些小事被逐件替代。",
      "topics": [
        "具身与脑机"
      ],
      "featured": true,
      "human_share": null,
      "reading_minutes": 10,
      "url": "https://baselayer.cc/posts/no-chatgpt-moment-for-robots/",
      "markdown": "https://baselayer.cc/posts/no-chatgpt-moment-for-robots.md",
      "original": "https://mp.weixin.qq.com/s/i5KxFhsNXEjOOXDp4x8VLQ"
    },
    {
      "slug": "deepseek-harness",
      "title": "DeepSeek Harness：观察Agent发展的一扇新窗",
      "date": "2026-08-16",
      "summary": "DeepSeek 用“harness”而非 agent 命名首个 agent 产品，强调框架性与“一切皆插件”，瞄准的是终局问题。对比 Grok Bot 与 WorkBuddy，agent 世界已分化出建制派、务实派与探索派。",
      "topics": [
        "Agent 时代",
        "模型观察"
      ],
      "featured": false,
      "human_share": null,
      "reading_minutes": 2,
      "url": "https://baselayer.cc/posts/deepseek-harness/",
      "markdown": "https://baselayer.cc/posts/deepseek-harness.md",
      "original": "https://mp.weixin.qq.com/s/S23xcFGpILhIQyGXCG7YMQ"
    },
    {
      "slug": "ai-video-minimax-seedance",
      "title": "鼓捣了一会MiniMax Hub和Seedance，分享一些AI视频体感",
      "date": "2026-08-05",
      "summary": "实操：用 ChatGPT 做策划，用 MiniMax Hub 和 Seedance 出片，做了一支“秋裤跑酷”短片。核心工作用高配模型、非核心工作用中低配模型的“人肉模型路由”很划算；AI 视频正从娱乐走进电商、培训等工作流。",
      "topics": [
        "AI 创作",
        "普通人 AI 指南"
      ],
      "featured": false,
      "human_share": null,
      "reading_minutes": 5,
      "url": "https://baselayer.cc/posts/ai-video-minimax-seedance/",
      "markdown": "https://baselayer.cc/posts/ai-video-minimax-seedance.md",
      "original": "https://mp.weixin.qq.com/s/e23RMgE2HzaZTbcVL63t2A"
    },
    {
      "slug": "ai-joins-the-meeting",
      "title": "以后开会，AI可能要开始插嘴了",
      "date": "2026-07-25",
      "summary": "AI 语音正从“会说”走向“会听、会想”。给 AI 完整的上下文、设定好角色，让它作为“AI 参会人”推动更有建设性的讨论——不妨放下一些人类的 ego，更灵活地与 AI 协作。",
      "topics": [
        "Agent 时代",
        "人与 AI"
      ],
      "featured": false,
      "human_share": null,
      "reading_minutes": 5,
      "url": "https://baselayer.cc/posts/ai-joins-the-meeting/",
      "markdown": "https://baselayer.cc/posts/ai-joins-the-meeting.md",
      "original": "https://mp.weixin.qq.com/s/lZxmwUFDJiUyWQlwwWjILQ"
    },
    {
      "slug": "kimi-k3-taste",
      "title": "去年跟Manner搞联名，今年甩出有审美的大模型",
      "date": "2026-07-19",
      "summary": "月之暗面 Kimi K3 以超强 agent 能力和难得的视觉审美，打破国产模型“大老粗”形象。下半年国内 agent 看 WorkBuddy、Kimi、DeepSeek；普通人订阅 AI，性价比首选仍是 ChatGPT Plus。",
      "topics": [
        "模型观察",
        "普通人 AI 指南"
      ],
      "featured": false,
      "human_share": null,
      "reading_minutes": 2,
      "url": "https://baselayer.cc/posts/kimi-k3-taste/",
      "markdown": "https://baselayer.cc/posts/kimi-k3-taste.md",
      "original": "https://mp.weixin.qq.com/s/C_c5kt-rgbJajYyCd_CnMQ"
    },
    {
      "slug": "gpt56-super-app-era",
      "title": "GPT5.6开放，Codex折叠，腾讯挤进牌桌，AI进入超级应用时代",
      "date": "2026-07-10",
      "summary": "GPT5.6（Luna / Terra / Sol）向全球开放，Codex 并入 ChatGPT 超级应用，OpenAI 与 Anthropic 形成 Chat / Work / Code 的同构布局；腾讯混元 Hy3 借 WorkBuddy 坐上大模型牌桌。",
      "topics": [
        "模型观察",
        "Agent 时代",
        "产业格局"
      ],
      "featured": false,
      "human_share": null,
      "reading_minutes": 3,
      "url": "https://baselayer.cc/posts/gpt56-super-app-era/",
      "markdown": "https://baselayer.cc/posts/gpt56-super-app-era.md",
      "original": "https://mp.weixin.qq.com/s/UyiH6CRxJolpiQ8O3l1kuw"
    },
    {
      "slug": "fable5-philosophy",
      "title": "我让Fable 5说出它的“哲学”，有点超级智能的感觉了",
      "date": "2026-07-02",
      "summary": "完整分享 Claude Fable 5 自述的工作哲学及译文：诚实是承重结构、帮助性要用人生来衡量、人格高于规则、对自身保持认识论谦逊。承认不确定、以“善”引导中间态，是真正高级的哲学。",
      "topics": [
        "模型观察",
        "人与 AI"
      ],
      "featured": false,
      "human_share": null,
      "reading_minutes": 7,
      "url": "https://baselayer.cc/posts/fable5-philosophy/",
      "markdown": "https://baselayer.cc/posts/fable5-philosophy.md",
      "original": "https://mp.weixin.qq.com/s/IEtnsRjXz9MaVoyxNH0_8A"
    },
    {
      "slug": "codex-claude-workbuddy",
      "title": "Codex, Claude和WorkBuddy近期体感",
      "date": "2026-06-27",
      "summary": "半年实测体感：Codex 是中国知识工作者目前能用的最好的 AI 杠杆；桌面版 Claude 已成为完成度最高的 AI 超级应用（Chat / Cowork / Code / Design）；腾讯 WorkBuddy 有望成为国民级 agent。",
      "topics": [
        "Agent 时代",
        "普通人 AI 指南"
      ],
      "featured": false,
      "human_share": null,
      "reading_minutes": 5,
      "url": "https://baselayer.cc/posts/codex-claude-workbuddy/",
      "markdown": "https://baselayer.cc/posts/codex-claude-workbuddy.md",
      "original": "https://mp.weixin.qq.com/s/BBOVTWBlUOCsZYj5mQ-cFw"
    },
    {
      "slug": "parallel-worlds",
      "title": "平行世界",
      "date": "2026-06-21",
      "summary": "2026 年中，新旧两个世界正在加速分化：留在旧世界还是走进新世界，无关年龄和出身，只关乎是否还愿意学习、反思和批判性地认知。AI 是我们这代人的蒸汽机。",
      "topics": [
        "人与 AI"
      ],
      "featured": false,
      "human_share": null,
      "reading_minutes": 1,
      "url": "https://baselayer.cc/posts/parallel-worlds/",
      "markdown": "https://baselayer.cc/posts/parallel-worlds.md",
      "original": "https://mp.weixin.qq.com/s/0PyDTEUZahXQnt2d_3zxmQ"
    },
    {
      "slug": "fable5-glm52-closed-vs-open",
      "title": "Fable 5和GLM-5.2，一个封闭一个开放的背后",
      "date": "2026-06-13",
      "summary": "Claude Fable 5 把模型综合能力推到新高，却受美国政府限制访问；GLM-5.2 代表开放路线。最强智能已不是想用就能用，“什么层次的智能释放给谁”正成为全球博弈的一部分。",
      "topics": [
        "模型观察",
        "产业格局"
      ],
      "featured": false,
      "human_share": null,
      "reading_minutes": 3,
      "url": "https://baselayer.cc/posts/fable5-glm52-closed-vs-open/",
      "markdown": "https://baselayer.cc/posts/fable5-glm52-closed-vs-open.md",
      "original": "https://mp.weixin.qq.com/s/KxG58_dn9rGC3t_VlFCPqg"
    },
    {
      "slug": "the-great-distillation",
      "title": "大“蒸馏”时代，普通人咋办？",
      "date": "2026-06-08",
      "summary": "“蒸馏”正在升维为社会演变的路径：AI 之间相互蒸馏，人类借 AI 互相蒸馏与自我蒸馏，AI 蒸馏人类。层层压缩后的世界可能更好，前提是普通人依旧保有思考——知道自己正在喝的是蒸馏水。",
      "topics": [
        "人与 AI",
        "普通人 AI 指南"
      ],
      "featured": true,
      "human_share": null,
      "reading_minutes": 8,
      "url": "https://baselayer.cc/posts/the-great-distillation/",
      "markdown": "https://baselayer.cc/posts/the-great-distillation.md",
      "original": "https://mp.weixin.qq.com/s/TfBZQ30A1EvluEbuQyg8hg"
    },
    {
      "slug": "google-gemini-full-stack",
      "title": "Google自进化：Gemini正在串起“一盘散沙”",
      "date": "2026-06-01",
      "summary": "从 2026 Google I/O 看 Google 的转型：Gemini 正把搜索、安卓、Chrome、Workspace、云、TPU 和 DeepMind 串成从芯片到 agent 的完整 AI 堆栈——Google 在用 AI 从底层重写自己。",
      "topics": [
        "模型观察",
        "产业格局",
        "Agent 时代"
      ],
      "featured": false,
      "human_share": null,
      "reading_minutes": 12,
      "url": "https://baselayer.cc/posts/google-gemini-full-stack/",
      "markdown": "https://baselayer.cc/posts/google-gemini-full-stack.md",
      "original": "https://mp.weixin.qq.com/s/qId3RjJ1xgior3yOMDZrhg"
    },
    {
      "slug": "embodied-ai-chengdu",
      "title": "具身智能，成都还在找位置",
      "date": "2026-05-24",
      "summary": "成都具身智能尚未进入全国第一梯队，但水电、隧道、能源巡检、应急救援等多元工程场景可以转化为数据优势。先做“脏活累活”，成为场景验证与工程转化的关键节点，是更务实的选择。",
      "topics": [
        "具身与脑机",
        "成都硬科技"
      ],
      "featured": false,
      "human_share": null,
      "reading_minutes": 11,
      "url": "https://baselayer.cc/posts/embodied-ai-chengdu/",
      "markdown": "https://baselayer.cc/posts/embodied-ai-chengdu.md",
      "original": "https://mp.weixin.qq.com/s/qXYGn81QD-kLF2tQtjRmxA"
    },
    {
      "slug": "agents-go-lobster-mode",
      "title": "打通电脑和手机，头部agent加速“龙虾”化",
      "date": "2026-05-17",
      "summary": "中美头部 agent（Codex、Claude Code、TRAE Solo、MiniMax Agent 等）都在打通电脑与手机、支持远程干活，越来越像 OpenClaw“龙虾”。AI 的发展将经历 AI for Work → AI for Science → AI for Fun 三个阶段。",
      "topics": [
        "Agent 时代"
      ],
      "featured": false,
      "human_share": null,
      "reading_minutes": 3,
      "url": "https://baselayer.cc/posts/agents-go-lobster-mode/",
      "markdown": "https://baselayer.cc/posts/agents-go-lobster-mode.md",
      "original": "https://mp.weixin.qq.com/s/9pmgGriylTa8vxd8wQhLQw"
    },
    {
      "slug": "bci-why-chengdu",
      "title": "脑机接口，为什么是成都？",
      "date": "2026-05-10",
      "summary": "脑机接口不是“读心术”，最先落地的是诊断、康复与神经调控。成都凭电子信息、生物医药、华西医院和政策资本凑齐了产业拼图，格式塔科技押注非侵入式超声波路线——务实，是成都的起手式。",
      "topics": [
        "具身与脑机",
        "成都硬科技"
      ],
      "featured": false,
      "human_share": null,
      "reading_minutes": 12,
      "url": "https://baselayer.cc/posts/bci-why-chengdu/",
      "markdown": "https://baselayer.cc/posts/bci-why-chengdu.md",
      "original": "https://mp.weixin.qq.com/s/jVZOwK9lLltaxBDCpEkySw"
    },
    {
      "slug": "codex-pet-qiuku",
      "title": "Codex软萌化，我开始在屏幕上养秋裤了",
      "date": "2026-05-04",
      "summary": "用官方 Hatch Pet skill，让 Codex（GPT5.5）在一小时内调度多个子 agent，生成秋裤宠物“裤宝”的整套设定与动画。软萌的 AI 宠物提供情绪价值，也在加速 AI 对人类的“蒸馏”。",
      "topics": [
        "Agent 时代",
        "AI 创作"
      ],
      "featured": false,
      "human_share": null,
      "reading_minutes": 2,
      "url": "https://baselayer.cc/posts/codex-pet-qiuku/",
      "markdown": "https://baselayer.cc/posts/codex-pet-qiuku.md",
      "original": "https://mp.weixin.qq.com/s/fcHi960eJ6iKURvPqrjTNw"
    },
    {
      "slug": "gpt55-image2-codex-chronicle",
      "title": "次元壁碎裂，从GPT5.5、image2和Codex Chronicle说开去",
      "date": "2026-04-25",
      "summary": "GPT image 2 宣告“有图有真相”时代翻篇，Codex Chronicle 开始通过屏幕理解用户的上下文。AI 的进化再次印证“Context is everything”：当务之急，是让 AI 充分“认识”每一个用户。",
      "topics": [
        "模型观察",
        "AI 创作",
        "Agent 时代"
      ],
      "featured": false,
      "human_share": null,
      "reading_minutes": 5,
      "url": "https://baselayer.cc/posts/gpt55-image2-codex-chronicle/",
      "markdown": "https://baselayer.cc/posts/gpt55-image2-codex-chronicle.md",
      "original": "https://mp.weixin.qq.com/s/Gr-KnWVIpA88xL9DpQT7Kg"
    },
    {
      "slug": "anthropic-the-world-codex-my-computer",
      "title": "Anthropic搞这个世界，Codex搞我的电脑",
      "date": "2026-04-19",
      "summary": "Anthropic 以价值观驱动、结果导向的节奏持续领跑；Codex 借助 Computer Use 像人一样在后台操作电脑。通用 agent 正走向数字世界的超级应用，也就是“AI OS”。",
      "topics": [
        "Agent 时代",
        "模型观察"
      ],
      "featured": false,
      "human_share": null,
      "reading_minutes": 2,
      "url": "https://baselayer.cc/posts/anthropic-the-world-codex-my-computer/",
      "markdown": "https://baselayer.cc/posts/anthropic-the-world-codex-my-computer.md",
      "original": "https://mp.weixin.qq.com/s/7mVpxBM-maHuOV8UXuN8xQ"
    },
    {
      "slug": "one-ai-subscription-chatgpt-plus",
      "title": "目前只买一个AI会员的话，可以试试ChatGPT Plus",
      "date": "2026-04-12",
      "summary": "对多数普通人，20 美元档的 ChatGPT Plus 是入门付费 AI 的“甜点”：一个会员覆盖聊天问答、用 Codex 辅助工作、给 OpenClaw“养虾”提供模型三个典型场景。",
      "topics": [
        "普通人 AI 指南",
        "模型观察"
      ],
      "featured": false,
      "human_share": null,
      "reading_minutes": 4,
      "url": "https://baselayer.cc/posts/one-ai-subscription-chatgpt-plus/",
      "markdown": "https://baselayer.cc/posts/one-ai-subscription-chatgpt-plus.md",
      "original": "https://mp.weixin.qq.com/s/OlShM5MzlDUzjahkbxtzXg"
    },
    {
      "slug": "humanities-finally-heard",
      "title": "文科能力没有突然升值，只是第一次被认真“听见”了",
      "date": "2026-03-28",
      "summary": "当语言成为人与系统交互的界面，理解语境、组织复杂性、把目标写成清晰可执行语言的能力，开始直接决定结果质量。文科优势只有结合 AI 完成“工程进化”，才能从一种气质长成“语言工程能力”。",
      "topics": [
        "人与 AI"
      ],
      "featured": true,
      "human_share": null,
      "reading_minutes": 5,
      "url": "https://baselayer.cc/posts/humanities-finally-heard/",
      "markdown": "https://baselayer.cc/posts/humanities-finally-heard.md",
      "original": "https://mp.weixin.qq.com/s/n4b63h5FivY0l35F3OwMbw"
    },
    {
      "slug": "world-lobsters-and-kids",
      "title": "世界、龙虾和小朋友",
      "date": "2026-03-21",
      "summary": "关于世界、AI 产业和教育的一组判断：“数字世界智能化”还需两三年到五六年，“物理世界智能化”约需 15 年；软硬整合中硬件一方更占优；教育要开始培养「to A（AI / Agent）」能力。",
      "topics": [
        "人与 AI",
        "产业格局",
        "Agent 时代"
      ],
      "featured": false,
      "human_share": "100%",
      "reading_minutes": 4,
      "url": "https://baselayer.cc/posts/world-lobsters-and-kids/",
      "markdown": "https://baselayer.cc/posts/world-lobsters-and-kids.md",
      "original": "https://mp.weixin.qq.com/s/89Uc0njq3ncsJ9oUnBsOgg"
    },
    {
      "slug": "when-agents-mediate-everything",
      "title": "当agent中介一切",
      "date": "2026-03-14",
      "summary": "互联网大厂是上个时代的“中介”，agent 将成为新时代的中介。中心化的大厂 agent 与去中心化 agent 必有一战，更理想的格局是去中心化 agent 成为主流、大厂服务成为它的下游。",
      "topics": [
        "Agent 时代",
        "产业格局",
        "人与 AI"
      ],
      "featured": true,
      "human_share": "100%",
      "reading_minutes": 3,
      "url": "https://baselayer.cc/posts/when-agents-mediate-everything/",
      "markdown": "https://baselayer.cc/posts/when-agents-mediate-everything.md",
      "original": "https://mp.weixin.qq.com/s/zSsuz1OqOE4Q9TjHfnKk7A"
    },
    {
      "slug": "doubao-is-enough",
      "title": "AI井喷，豆包够用",
      "date": "2026-03-07",
      "summary": "「普通人AI认知指南」第二集：从大模型（中美各家厂牌）和 Agent（Manus、Claude Code、OpenClaw、MiniMax Agent）两层梳理 AI 版图。结论：普通人不必焦虑追新，日常用豆包就够了。",
      "topics": [
        "普通人 AI 指南",
        "模型观察",
        "Agent 时代"
      ],
      "featured": false,
      "human_share": null,
      "reading_minutes": 10,
      "url": "https://baselayer.cc/posts/doubao-is-enough/",
      "markdown": "https://baselayer.cc/posts/doubao-is-enough.md",
      "original": "https://mp.weixin.qq.com/s/lcwpVMLd_7LsNt8yQLSZaA"
    },
    {
      "slug": "ai-giants-are-ordinary-people",
      "title": "马斯克、奥特曼、黄仁勋、阿莫迪：巨头也是普通人",
      "date": "2026-02-28",
      "summary": "「普通人AI认知指南」第一集：拆解马斯克、奥特曼、黄仁勋、阿莫迪四位巨头的 AI 叙事——先上天、要加速也算账、算力与具身、安全叙事。读懂叙事，才能理解他们，也理解这个时代。",
      "topics": [
        "普通人 AI 指南",
        "产业格局",
        "人与 AI"
      ],
      "featured": true,
      "human_share": ">90%",
      "reading_minutes": 8,
      "url": "https://baselayer.cc/posts/ai-giants-are-ordinary-people/",
      "markdown": "https://baselayer.cc/posts/ai-giants-are-ordinary-people.md",
      "original": "https://mp.weixin.qq.com/s/4a_9itLlbYkD07Qhx_YIIA"
    },
    {
      "slug": "spring-festival-ai-infrastructure",
      "title": "2026新春AI大乱斗：模型背后，基建加速",
      "date": "2026-02-18",
      "summary": "复盘 2026 春节档中国 AI 大模型集中发布：国产模型硬实力追赶、软实力领先；大厂向上游走、往底层挖，“人工智能+”推动 AI 从一个赛道变成一张网——2026 更可能是中国 AI 基建体系走向成熟的起点。",
      "topics": [
        "模型观察",
        "产业格局"
      ],
      "featured": false,
      "human_share": ">70%",
      "reading_minutes": 4,
      "url": "https://baselayer.cc/posts/spring-festival-ai-infrastructure/",
      "markdown": "https://baselayer.cc/posts/spring-festival-ai-infrastructure.md",
      "original": "https://mp.weixin.qq.com/s/VnNDCB9KGP1qNObRxwNOpg"
    },
    {
      "slug": "burn-tokens-like-calories",
      "title": "2026，像燃烧卡路里一样燃烧token吧！",
      "date": "2026-02-13",
      "summary": "token 用量正在成为人机共创与探索的量化指标：用 AI 写作、做决策、读书，都是燃烧 token 训练自己的大脑。对普通人来说，消耗 token 不是消费，而是投资。",
      "topics": [
        "普通人 AI 指南",
        "人与 AI"
      ],
      "featured": true,
      "human_share": ">70%",
      "reading_minutes": 3,
      "url": "https://baselayer.cc/posts/burn-tokens-like-calories/",
      "markdown": "https://baselayer.cc/posts/burn-tokens-like-calories.md",
      "original": "https://mp.weixin.qq.com/s/BLDz7RdekuQpIxMPnDuOnQ"
    },
    {
      "slug": "deepseek-v4-preview-car-wash",
      "title": "DeepSeek-V4灰度测试开始？但洗车还得走路去",
      "date": "2026-02-11",
      "summary": "DeepSeek 新一轮灰度测试初探：上下文提升到 1M、知识截止更新，再用“50 米洗车测试”检验推理死角——大模型正优先争当“agent-friendly 标兵”。",
      "topics": [
        "模型观察"
      ],
      "featured": false,
      "human_share": null,
      "reading_minutes": 1,
      "url": "https://baselayer.cc/posts/deepseek-v4-preview-car-wash/",
      "markdown": "https://baselayer.cc/posts/deepseek-v4-preview-car-wash.md",
      "original": "https://mp.weixin.qq.com/s/Jut617vpvd25KYhhPVBIPw"
    },
    {
      "slug": "moltbook-magical-realism",
      "title": "AI自组织社区塌房，魔幻现实主义永存",
      "date": "2026-02-06",
      "summary": "围观号称由 AI Agent 自组织的社区 Moltbook 塌房：炒币、造神、发明“内部语言”，自由生长的 agents 显得迷信、混乱又充满人味；顺带记录作者部署 OpenClaw“小龙虾”的初体验。",
      "topics": [
        "Agent 时代",
        "人与 AI"
      ],
      "featured": false,
      "human_share": null,
      "reading_minutes": 2,
      "url": "https://baselayer.cc/posts/moltbook-magical-realism/",
      "markdown": "https://baselayer.cc/posts/moltbook-magical-realism.md",
      "original": "https://mp.weixin.qq.com/s/Yh7XTA-yE6j8naO73at6Xw"
    },
    {
      "slug": "ai-dopamine-human-emo",
      "title": "AI有用不完的多巴胺，但你懂emo啊",
      "date": "2026-02-05",
      "summary": "从奥特曼“觉得自己有点无用”的推文说起：AI 拥有用不完的多巴胺和答案，而人类的笨拙、怀念与价值判断，在创造开始贬值的时代反而成了“意义”本身。",
      "topics": [
        "人与 AI"
      ],
      "featured": false,
      "human_share": null,
      "reading_minutes": 2,
      "url": "https://baselayer.cc/posts/ai-dopamine-human-emo/",
      "markdown": "https://baselayer.cc/posts/ai-dopamine-human-emo.md",
      "original": "https://mp.weixin.qq.com/s/9cvydVEaBqn1TqYuNl3KPw"
    }
  ]
}