Q @XXXXLibrary
Joined February 2016-
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最近在 X 看到了 Jev 模型方面的消息，去 YouTube 和 ChatGPT 做了下了解： 1. Jev 是一个分类器和决策器 2. 输入是问题和选项，回复是各个选项的概率
3. 看起来这和传统分类器没有什么不同，但是 Jev 结合了 LLM zero-shot 机制，泛化了分类能力，可以处理未经训练的分类问题。而传统分类器只能处理训练数据的目标领域分类 4. 可以用来做 Harness 中模型选择路由、工具，Skill，MCP 使用决策、上下文压缩决策，哪些上下文留下哪些抛弃、
用 GPT-6 Astra 写了一个 RSS 网站，完全免费，附带英文翻译功能，感兴趣可以试用一下 stream-rss.vercel.app
推荐一个牛逼的网址，中国所有小、初、高、大学的教材的 PDF 版本都有 github.com/TapXWorld/Chin…
X上那些搬运博主的内容源终于找到了！ 就是这个开源工具MediaCrawler，一个通吃小红书、抖音、快手、B站、微博、贴吧、知乎，公开内容、评论、点赞、转发全都能扒下来。 最爽的是不用搞JS逆向那套，靠浏览器登录态直接拿签名，会点Python就能跑。 🔗github.com/NanmiCoder/Med… 作者写得很清楚：学习研究用，别拿去干违法的事。
字节这家公司最牛的一点，是它榨出了穷人身上唯一还值钱的东西——时间。 以前中国大量的穷人是不消费的，或者说极少消费。没钱，所以也没什么可榨的。 抖音、今日头条、红果短剧的出现，彻底改变了这件事。 逻辑很简单：你没钱，但你总有时间吧？时间是这个世界上最公平的东西，再穷的人，每天也能在我的 app 上耗掉五六个小时。 而这五六个小时，本质上就是在替字节打工。 你刷视频的时候，一边在源源不断地生产数据，喂养它的算法；一边又在被它投喂的内容洗脑，成为它广告体系里随时可以变现的注意力。 你以为自己在消费，其实你就是被消费的那个。 所以字节能有今天全中国最高的估值，一点都不奇怪。它做的事情，是把后 70% 几乎没有消费能力的人重新拉进了消费市场——用时间结算。 它真正激活的，是这群人身上沉睡的有效需求。
最震撼我的不是数据， 而是发现： 每一种动物背后，都代表着一个完整生态系统。 如果只能留下一种， 你最希望保护哪一种？ 👇评论区告诉我。
你知道吗？ 有些动物可能会在我们这一代人的生命里彻底消失。 所以我用 AI 做了一套「濒危动物图鉴」。 每张图都像一本浓缩版百科全书： 🐯 东北虎还不到 600 只 🦏 黑犀牛曾经濒临灭绝 🐢 棱皮龟能横跨整个大洋迁徙 🐆 雪豹被称为“高山幽灵” 🐼 小熊猫其实不是熊猫的幼崽
你知道吗？ 有些动物可能会在我们这一代人的生命里彻底消失。 所以我用 AI 做了一套「濒危动物图鉴」。 每张图都像一本浓缩版百科全书： 🐯 东北虎还不到 600 只 🦏 黑犀牛曾经濒临灭绝 🐢 棱皮龟能横跨整个大洋迁徙 🐆 雪豹被称为“高山幽灵” 🐼 小熊猫其实不是熊猫的幼崽
冷知识，三个最核心的信息差点： 1. OpenCode — GitHub Stars 已超越 Claude Code（160K+ vs 122K+），中国几乎无人讨论 2. Gemini CLI — 1000 请求/天免费，对中国成本敏感用户极具吸引力，无报道 3. Goose/OpenHands — 代表"自主编码 Agent"方向，中国认知几乎为零
If you don't have a goal so meaningful it makes other people's opinions irrelevant, you will lose control of your life. You will adopt the goals assigned to you by your parents, peers, or society.
由于这篇文章太伟大了，所以我把它变成了一个 Agent Skill。 大家可以使用自己的 Coding Agent 安装一下这个 Skill，这样就可以用「最佳实践」来轻松地重构或者开发一个既容易跨平台、又极其接近 Native 性能的桌面端应用。 github.com/yetone/native-…
everything you need to know about how the team built the new @raycast from the ground up honestly worth a read 👉 raycast.com/blog/a-technic… there's nothing to hide
自信，是将所擅长的东西打磨千百遍之后，自然流露出来的掌控感。 焦虑，是你没有天资，并且还偷懒了。
卧槽，这个厉害了啊，真是万物皆可HTML HeyGen开源了HyperFrames框架，可以通过Claude Code 构建视频。 开源、代理原生框架。HTML 到 MP4。 如何安装👇 npx skills add heygen-com/hyperframes
AI奶爸 @zstmfhy
30K Followers 468 Following AI奶爸 · 万象AI实验室共创者 AI创作者 | 专注AIGC创作与资源 用AI画图、写漫剧、做视频，把技术变成故事 🎨 每周分享：漫画分镜AI化 | 视频生成 | AI编程 🔑 源头GPT订阅 + 稳定国模资源 🤖 技术不该高冷，创作可以很暖 合作：[email protected]
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