① 他说过的话

12 条

上 Reddit，找价格，找库存，和经销商谈，让经销商正面竞争，并设法让他们互相竞价。
Go on Reddit, find prices, find inventory, talk to the dealers, put dealers head to head, and try to figure out how to make them outbid each other.
—— Roland Gavrilescu · [02:17]

指向原始笔记的链接

它是一种让你拥有一个随时间不断变强的护城河的东西，而且它不绑定任何平台或任何提供商。
It’s something that allows you to have a moat that keeps getting better over time, which is not tied to any platform or any provider.
—— Roland Gavrilescu · [05:58]

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失败模式应该变成 judges 和 evals。
Failure patterns should become judges and evals.
—— Roland Gavrilescu · [06:21]

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所以我们认为配方基本上就是把制作者的品味编码进你构建这些智能体的方式里。
So we think recipes should be basically encoding the taste of the makers into how you build these agents.
—— Roland Gavrilescu · [07:49]

指向原始笔记的链接

想想 Cursor 和 Cognition 是如何从构建最好的产品，到接着为产品构建最好的 evals，最后基于前两个产物构建最好的模型的。
Think of how cursor and cognition went from building the best product to then building the best evals for the product, and finally building the best models based on the previous two artifacts.
—— Roland Gavrilescu · [09:23]

指向原始笔记的链接

在你开始之前，你不可能知道前沿是什么。
There’s no way you know what frontier is before you start.
—— Roland Gavrilescu · [10:17]

指向原始笔记的链接

它们真正代表的是：创作者的品味是什么，而智能体应该能够围绕它进行复现和自我改进。
It’s really what is the taste of the creator that agents should be able to reproduce and self-improve around.
—— Roland Gavrilescu · [11:16]

指向原始笔记的链接

我怎么把我作为艺术家或软件开发者的品味，变成任何人都能下载进大脑、并且成为与我一对一复制品的东西？
How do I make my taste as an artist or as a software developer something that anyone can download in their brain and be able to be a one-to-one replica to me?
—— Roland Gavrilescu · [11:28]

指向原始笔记的链接

但你如何审视这些产物并知道该改什么，这就是品味。
But how you look at the artifacts and know what to change is the taste.
—— Roland Gavrilescu · [12:00]

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你不需要人来真正构建这些 evals。
You don’t need the human to actually build the evals.
—— Roland Gavrilescu · [14:58]

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而智能体应该是真正把制造者的品味注入到代码中的那一个。
And agents should be the ones that really take the taste of the maker and put them into code.
—— Roland Gavrilescu · [15:04]

指向原始笔记的链接

那么，你如何持续地把这种品味注入到这些工作智能体中，以及它们如何持续地自我验证并协同工作，是你应该关注的最重要的事情；你做得越快，你就能越快地建立起一条通往垂直 AI 公司的可防御路径。
So, how do you continuously inject that taste into these workers, and how they continuously self-verify and work together is the biggest thing that you should focus on, and the faster you do it, the faster you build a defensible approach to becoming a vertical AI company.
—— Roland Gavrilescu · [17:08]

指向原始笔记的链接

② 出现在这些集

1 集

• 《循环就是产品：智能体配方与每瓦特价值》 — 作为嘉宾

③ 他谈到的

点进去有真内容 —— 本页主要出口

循环 · 智能体配方 · 系统蒸馏 · 品味 · 评估 · 每瓦特有价值工作 · 智能体 · harness · RLHF · RL

④ 也在聊「智能体」的人