Alexandr Wang
① 他说过的话
12 条
我认为关键是你需要在一套其他人都不同意的信念中建立坚定的信念。
指向原始笔记的链接
I think the key thing is you need to develop conviction in a set of beliefs that nobody else agrees with.
—— Alexandr Wang · [06:49]
如果你过多地随大流,你会变得非常困惑,你最终将一事无成。
指向原始笔记的链接
If you go too much with the herd, you will get immensely confused and you will end up nowhere.
—— Alexandr Wang · [07:39]
我认为如果模型从今天起完全没有改进,在经济和世界运作方式以及我们周围的一切方面,仍然会有几十年彻底的动荡和变化。
指向原始笔记的链接
I think if the models didn’t improve at all from today, there would still be decades and decades of total upheaval and change in the economy and how the world operates and everything around us.
—— Alexandr Wang · [09:56]
现在我实际上认为随着智能体和 AI 的力量,广义上讲,这更接近歌利亚对战歌利亚。
指向原始笔记的链接
And now I actually think with the power of agents and AI, broadly speaking, it’s much closer to Goliath versus Goliath.
—— Alexandr Wang · [10:51]
我们不相信一个这些模型如此昂贵以至于它们只配给最富有的开发者和公司使用的世界。
指向原始笔记的链接
We don’t believe in a world where these models are so expensive that they get rationed only for the most wealthy of developers and companies.
—— Alexandr Wang · [16:54]
如果你观察 AI 生态系统和发生的一切,每一波浪潮都比前一波浪潮大 10 倍。
指向原始笔记的链接
If you look at the AI ecosystem and everything that’s happened, every wave is 10 times bigger than the past wave.
—— Alexandr Wang · [17:17]
突然之间,稀缺资源将不再是智能或主观能动性。
指向原始笔记的链接
All of a sudden, the scarce resource isn’t going to be intelligence or agency.
—— Alexandr Wang · [22:17]
所以我认为完全押注于文字工人绝对是个错误。
指向原始笔记的链接
So I think it’s definitely a mistake to go all in on word cell.
—— Alexandr Wang · [26:00]
我认为在智能体循环和弄清楚如何开发系统方面仍然存在天文数字的机会,这些系统使你能够在持续反馈循环中花费 1000 倍或 100 万倍的 token 来推动结果。
指向原始笔记的链接
I think there’s still just astronomical opportunity in agentic looping and figuring out how you develop systems that enable you to spend 1,000x more or 1,000,000x more on tokens to drive an outcome in a continuous feedback loop.
—— Alexandr Wang · [27:11]
我认为我们在 Meta 内部看到过这样的案例,如果你能开发出正确的智能体循环,并且你有正确的评估或正确的指标供智能体优化,你可以让一群智能体非常非常轻松地、非常非常容易地完成比 100 名工程师团队更多的工作。
指向原始笔记的链接
I think we’ve seen, internally at Meta, cases where if you can develop the right agentic loop and you have the right eval or the right metric for the agents to optimize, you can have a swarm of agents accomplish more than a team of 100 engineers very, very handily, actually, very, very easily.
—— Alexandr Wang · [28:09]
因此人类在未来十年的变化将超过过去 100 年,大概。
指向原始笔记的链接
So humanity will change more in the next decade than it has in the past 100 years, probably.
—— Alexandr Wang · [26:32]
我的另一条建议是,尝试识别世界上什么是指数级的,它既有最陡峭的曲线,并且将持续最久。
指向原始笔记的链接
And then the other piece of advice I would have is try to identify what is the exponential in the world that has both the steepest curve and will go the longest.
—— Alexandr Wang · [30:38]
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③ 他谈到的
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