预算 (budget)
集里怎么说它
- 《谁花光了所有 token：给 AI 智能体装上成本治理》(03:11起):本集定义为时间窗口内针对特定 segment 或运行的静态阈值，预算封顶停机只作为最后手段。
① 提到它的金句
8 条
把你花在尝试另一个工具的时间看作拥有一个创新代币或一个创新预算，对吧？你没有世界上所有的时间。
指向原始笔记的链接
Think about the time that you take to invest in trying in another tool as having an innovation token or an innovation budget, right? You don’t have all the time in the world.
—— 嘉宾 · [08:46]
而且我觉得我们想要达到的境地是，你可以直接告诉一个智能体：这是我想要的结果，这是我想要花的预算，预备、各就各位、开始。
指向原始笔记的链接
And I think where we want to get to is a point where you can literally just tell an agent, here’s the outcome I want and here’s the budget that I want to spend, like ready, set, go.
—— 嘉宾 · [33:41]
说实话,我们对着色器的思考方式是我们的营销预算。
指向原始笔记的链接
To be honest, the way we think about the shaders is this is our marketing budget.
—— Stephen Haney · [10:20]
两年前、三年前，这需要大概五个人花六个月、还有大量预算才能做出这个游戏。
指向原始笔记的链接
Two years ago, three years ago, this would take like five people, six months to bake this game with a lot of budget.
—— Amir Sadeghian · [11:08]
我们在编码方面有意走得慢一些，因为我们已经意识到编码在多大程度上是一场预算游戏——你有多少数据预算？
指向原始笔记的链接
We are intentionally moving a little bit more slowly on the coding side because we’ve kind of realized like how much coding is like a budget game, like how much data budget do you have?
—— Alexander Whedon · [27:49]
人们把一整年的 token 预算挥霍一空——而且是在一个季度里就挥霍完了——或者他们在应付 token 排行榜之类的东西。
指向原始笔记的链接
People are blowing through their entire token budget for a year and they’re blowing through it in a quarter or they’re dealing with token leaderboards and such.
—— Maximillian Piras · [09:23]
「我们应该把精力集中在哪里？」我的回答是：处处都集中。我们这里真正讨论的其实是预算和时间的约束。
指向原始笔记的链接
Hey, where should we focus our efforts? And my answer is everywhere. Really what we’re talking about here is it’s a budget and time constraint.
—— Liam Dunne · [40:38]
如果我们用我们这点预算能做出比全世界其他人都更好的预训练，那全世界其他人都彻底完蛋了。
指向原始笔记的链接
If we could pre-train better than the rest of the world with the budget we’ve had, then the rest of the world is totally cooked.
—— Diogo Almeida · [43:39]
② 出现在这些集
1 集
③ 关联
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Tisha Chawla · TokenOps · 智能体 · 控制平面 · 归因 · token 最大化 · 账本 · steer 动作 · halt 动作 · boundary 注解