效果三明治 (effect)
集里怎么说它
- 《智能体崩溃后还能原地复活？聊聊 Pi Durable》(22:52起):PyDurable 的核心机制：每个被称作 effect 的操作拆成三层——执行前存意图、真正执行、执行后存结果；无论进程死在哪一层，重启后都能恢复。
① 提到它的金句
7 条
真正发生的是，擅长两件事的叠加效应不止是翻倍。
指向原始笔记的链接
What happens is, the additive effect of being good at two things is more than double.
—— Marc Andreessen · [01:07]
擅长三件事的叠加效应不止是三倍。
指向原始笔记的链接
The additive effect of being good at three things is more than triple.
—— Marc Andreessen · [01:11]
擅长三件事的叠加效应是三倍的，因为你成为了领域组合中的超级相关专家。
指向原始笔记的链接
The additive effect of being good at three things is more than triple because you become a super relevant specialist in the combination of the domains.
—— Marc Andreessen · [54:43]
对这些模型进行低提示能比对它们进行过度提示获得更好的效果。
指向原始笔记的链接
Under prompting these models gets you a much better effect than over prompting them.
—— 嘉宾 · [08:01]
第二，我认为这个品类里会赢的产品，将在智能体层面拥有网络效应。
指向原始笔记的链接
Then number two, like I think the product in this category that will win will have a network effect at the agent level.
—— JD · [08:34]
我们做了很多 A-B 实验,在那里我们发现的令人惊讶的结果是,把三分之一的话轮路由到小模型,对留存率几乎没有可测量的影响。
指向原始笔记的链接
And we do a bunch of A-B experiments, and the surprising result we found there is that routing a third of our turns to the small model has almost no measurable effect on retention.
—— Paula Dozsa · [06:57]
我们碰巧通过代码让那个程序运行起来，代码其实是我们如何协作的一个副产品。
指向原始笔记的链接
The fact that we happen to make that program work through code, the code is really a side effect of how we work together.
—— Sam Newman · [17:23]
② 出现在这些集
1 集
- 《智能体崩溃后还能原地复活？聊聊 Pi Durable》 — 作为概念
③ 关联
点进去有真内容 —— 本页主要出口
Armin Ronacher · Mario Zechner · Pi · PyDurable · Arendale · 智能体 · harness · 持久性 · 幂等性 · Oracle