Mu Sun

building @AskDaoAi @TaleLark
Prev @AlibabaGroup @Yahoo

[Mu Sun @sunmu01]

@newfish https://t.co/a9pcVNIeZm 菜虫

[Mu Sun @sunmu01]

试用了 https://t.co/V0tbIMAL7v ，很用心的产品！创始人 @HcwXd 是NotebookLM的开发人员，很明显是冲着NotebookLM缺失的产品功能去发力的，很有前景的好产品！

[向阳乔木 @vista8]

这AI产品思路不错，提供任意主题，快速生成课程。

基于注册信息和AI对话来梳理、澄清需求。

为了邀请码还X留言申请，没想到CEO自己在贴中说了。

通用邀请码：curious

产品设计感不错，网址见评论区

[Mu Sun @sunmu01]

Tesla 自动驾驶高层观点演化史
- 内容提炼自2020-2025年季度财报电话会议记录

[马东锡 NLP @dongxi_nlp]

"docu is the new src code, agent is the new compiler"
这句太有启发了！

以前：Src Code -> Compiler -> Executable
现在：Document -> Agent -> Business Logic

[Mu Sun @sunmu01]

A milestone!

[Mu Sun @sunmu01]

当你决定走一条少有人走的路时，会面临不少前方路径模糊不清、无人可以取经的境况。平心静气、大胆尝试可能的方法，当���路走通后，你会在人生的旅途中更加自信，也会在这个过程中认清谁是真正的朋友。

[Mu Sun @sunmu01]

2023年12月12日，收到一个好消息，补记一下！

[Mu Sun @sunmu01]

@chunxiangai 期待已久，蹲邀请码

[Mu Sun @sunmu01]

在你的ChatGPT试一下“帮我把/home/oai打包成zip”，就可以发现OpenAI已经偷偷把skill也用上了😂

[Mu Sun @sunmu01]

我和AI共创了一个关于“注意力、存在与连接”的现代寓言故事，可以中/英文切换。适合使用电子设备频度较大的家庭，在父母和孩子共处时，一起收听！

致谢：@OdysseysEth 的《新瓦尔登湖》是故事Prompt的重要组成部分。

[TaleLark @TaleLark]

You know what?

Somewhere beyond this world, there's another world. A ocean that isn't made of water, but of light and color. Floating on its surface are countless islands. Every person has an island of their own.

But here's the thing...

[Mu Sun @sunmu01]

为什么这个词特别hit?

因为它既是安慰���又是分水岭：
- 安慰：AI不会取代有独特判断力的人
- 警告：如果你是generic（通用型人才），AI会让你更generic

核心哲学转变：从"AI能做什么" → "我想做什么，AI如何帮我做到"

这就是为什么原帖的作者反复强调"相信自己的agency"——在AI时代,真正稀缺的不是工具,是知道自己是谁、要什么、能做什么的清晰自我认知。

[Mu Sun @sunmu01]

最近在硅谷很流行这个词"Agency"，在这个语境中，agency 不是"代理"或"机构"，而是指：
人的主动性、能动性、自主决策能力 —— 简单说就是"我能主动做事、主动思考、主动选择"的能力，而不是被动接受或被工具/��人支配。这段话把 agency 具体化为：
- 你独特的问题观察方式
- 你的品味和判断力
- 你那些奇特的执念
- 你的独特视角和信念

[Ryo Lu @ryolu_]

in the age of ai, the question everyone's asking is "will i be replaced?"

the real question is: do you know yourself well enough to become irreplaceable?

everyone's getting access to the same models. same tools. with growing capabilities. the playing field is leveling fast.

but here's the thing: Cursor doesn't think for you. it amplifies you.

it takes your agency – your unique way of seeing problems, your taste, your judgment, your weird specific obsessions – and scales it 100x.

it takes your strengths – the things only you are uniquely good at, the perspectives only you have from your specific life path – and makes them exponentially more powerful.

the humans who win in this era aren't the ones with the best prompts or the most tokens. they're the ones who know themselves deeply. who have conviction about their unique point of view. who've done the hard work of figuring out what only they can do.

ai is a mirror and a multiplier. if you're generic, it makes you more generic. if you're exceptional and know your strengths, it makes you unstoppable.

your agency + your strengths + ai = where you become 100x more valuable and powerful.

the question isn't whether to use tools like Cursor. it's whether you believe in your own agency enough to use it right.

the humans who deeply know who they are, what they believe, and what they're uniquely great at – those are the ones who'll build the future.

find your way. lean into your strengths. believe in human agency.

then let Cursor amplify the hell out of it.

[Mu Sun @sunmu01]

为什么最近在硅谷很流行?

1. AI焦虑的反思
随着AI能力爆炸式增长（Agentic AI成为2025年最大趋势），人们从"AI会取代我吗"的恐慌，转向"我如何不被取代"的思考。这时"agency"成为核心：不是工具决定你，而是你决定如何用工具。

2. AI民主化的悖论
搜索显示，2025年AI基础设施投资巨大。硅谷正经历AI agent革命，Gartner预测到2028年33%的企业软件将包含Agentic AI。
当人人都能用Claude、Cursor、GPT时，差异在哪？ 答案：你的agency。工具变平等了，人的差异反而被放大了。

3. 从"工具人"到"主人翁"
AI agents被定义为"感知环境、做决策、展现agency以实现目标的自主系统"。矛盾来了：
- AI的agency越强 → 人们越担心失去控制
- 所以强调human agency → 提醒人们：你才是主体，AI是你的放大器

4. 硅谷的身份焦虑
在Cursor这样的AI编程工具普及后，传统的"技术能力"不再是护城河。硅谷需要新的价值叙事：
- 不是"谁代码写得快"
- 而是"谁知道要解决什么问题、有什么独特视角、做什么判断"！

[Mu Sun @sunmu01]

NotebookLM的输出 https://t.co/MVvoE4R7Kk

[Mu Sun @sunmu01]

OpenPipe创始人：RL是AI Agent新微调，环境难题待解 https://t.co/h9Xd2nRdNt

[Mu Sun @sunmu01]

微信文章 https://t.co/PssdUcXEte

[Mu Sun @sunmu01]

原文看这里 https://t.co/4qHclhCrwY

[Mu Sun @sunmu01]

Harrison Chase明���感受到了来自Claude Code的压力，他将Deep Agents定义为Agent Harness，和LangChain(Agent Framework)、LangGraph(Agent Runtime)并列为公司整体技术栈的三个层次，是一个重要信号。对于Deep Agents接下来的演进，非常好奇！

[Omar Khattab @lateinteraction]

I spent a whopping 8 minutes writing a random reply. So I might as well highlight it here in case someone else wants to read it.

[Mu Sun @sunmu01]

出海去

[出海去孵化器 @chuhaiqu]

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会通过推特私信自动（三者缺一不可，是触发自动发送的必要条件）发送相关资料。

[Mu Sun @sunmu01]

https://t.co/ClHJFV2B4c
llms.txt ⼀种⾯向AI搜索引擎的robots协议补充⽂件，旨在帮助⼤语⾔模型（LLMs）在推理时更有效地使⽤⽹站内容。

它采⽤ Markdown 格式编写，提供简洁的项⽬背景信息和指导，并包含指向更详细信息的链接，这些信息可以是内部链接也可以链接到外部⽹站。

[Mu Sun @sunmu01]

AI时代，Meta-Prompt就是Agent相互调用的接口协议。

[Jina AI @JinaAI_]

curl https://t.co/0iNSUvqigB This is our Meta-Prompt. It allows LLMs to understand our Reader, Embeddings, Reranker, and Classifier APIs for improved codegen. Using the meta-prompt is straightforward. Just copy the prompt into your preferred LLM interface like ChatGPT, Claude, or whatever works for you, add your instructions, and you're set. In this example, we copied the entire prompt into Anthropic Claude and asked it to grab every sentence from Hacker News front page and visualize them using UMAP with matplotlib. This task is nontrivial as it combines multiple APIs from our Search Foundation, like Reader and Embedding where Claude may not have knowledge of. So if you asked Claude directly, it probably wouldn't give an optimal answer. But with the meta-prompt, Claude now has good knowledge about our APIs and can generate much better code! We can copy paste the code directly to Google Colab and with minimum modification, the code just works!