意图 (intent)
集里怎么说它
- 《Meta 用毫秒级数据丈量工程师：AI 时代代码不再是货币》(25:11起):主持人提出「代码不再是货币,意图才是」:生成代码成本骤降后,该关心的是想法的吞吐量以及输入系统的想法是否等于 diff 里产出的东西
① 提到它的金句
14 条
我认为我们会杀死 Google，因为我们会捕获用户意图，这样加上广告以及一切。所以我们雇 10,000 名礼宾员吧，不是 100 个。
指向原始笔记的链接
I think we will kill Google because we will capture the intent and so with advertising and everything. So let’s hire 10,000 concierge, not 100.
—— Alex · [26:06]
我的看法是,如果它不是一个 AI 模型,那将是某人或某物怀着真正的恶意意图去做这件事。
指向原始笔记的链接
The way I see it is if it’s not an AI model, it’s going to be somebody or something with actual malicious intent doing it.
—— Emilio Escobar · [18:02]
你期望某一套应用或用户交互能很好地工作，因为它们可以由你设计好的编排来完成，但当用户意图需要超出编排所规定范围的其他事情时，系统就会开始在接缝处崩裂。
指向原始笔记的链接
You expect a certain set of applications or user interactions to work well because they can be fulfilled by the orchestration that you have designed, but when the user intent requires other things to happen beyond what’s specified in the orchestration, the system can start breaking at the seams.
—— Ameya Bhatawdekar · [10:55]
文本可以塑造意图，但任何地方都没有强制执行。
指向原始笔记的链接
Text can shape the intent, but there is no enforcement anywhere.
—— Sachin Malhotra · [16:02]
智能体提供结构和上下文这个关键洞察对我们来说非常重要，因为它意味着任何人都可以参与把他们的意图转化为实现。
指向原始笔记的链接
That key insight of agents providing structure and context was a really big thing for us because it meant that anyone could participate in translating their intent into implementation.
—— Safia Abdalla · [13:38]
将程序员的意图精简到尽可能最小的规范，这就是现在真正重要的事情。
指向原始笔记的链接
Pairing the programmer’s intent down to the minimum possible spec, that’s what really sort of matters now.
—— Martin Casado · [05:01]
而我发现,当意图本身就不正确时,与智能体在代码上迭代的效率会低一些。
指向原始笔记的链接
And it is less, I find, less productive to iterate with the agent on code when the intent itself was incorrect.
—— Clare Liguori · [13:14]
如果你无法解释你想要达成什么,如果你无法解释你的意图,如果你没有与一个社区的联结,如果你没有品味,做出出色的工作会难得多。
指向原始笔记的链接
Like if you can’t explain what you’re trying to achieve, if you can’t explain your intent, if you don’t have a tie to a community, if you don’t have the taste, it’s going to be much harder to do great work.
—— Tibo Sottiaux · [70:55]
从某种意义上说，现在我们有一个理解设计意图的智能，而同一个智能也能写代码。
指向原始笔记的链接
In a sense, now we have one intelligence that understands design intent and the same intelligence can write code.
—— Jonathan Gordon · [03:26]
因为 Git 记录的是代码，而不是人类意图。
指向原始笔记的链接
Because Git records the code and not human intent.
—— Kay Malcolm · [03:45]
而现在，真正地，意图才是我们所关心的货币。
指向原始笔记的链接
And now, really, intent is the currency we care about.
—— Brian Hook · [25:11]
而是变成了你能否以智能体能理解并真正执行的方式，清晰地表达你的意图和目标。
指向原始笔记的链接
It becomes your ability to express your intent and your goals in a clear way that the agent can understand and actually carry out.
—— Poteto · [07:22]
如果你的智能体知道你想做什么的意图，那就用那个意图来建模你赋予它的能力。
指向原始笔记的链接
If your agents know the intent of what you’re trying to do, then use that intent to model the capabilities that you give to that.
—— Jim Clark · [09:58]
给你的智能体解决问题的空间，但让单个沙箱表达任务的意图。
指向原始笔记的链接
Give your agents room to solve problems, but let individual sandboxes represent the intent of the task.
—— Jim Clark · [14:56]
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