分布式推理 (distributed)
集里怎么说它
- 《Base 10 的 Julian：推理正在从「租用智能」走向「拥有智能」》(20:15起):本集说推理天然应该分布式，既为可靠性故障转移，也为更靠近终端客户服务；Base 10 跑在多家云、80 到 100 个区域上，靠拼接多集群抢下零散容量。
① 提到它的金句
12 条
重要的是主观能动性，而我认为主观能动性在世界上分布得并不均匀。
指向原始笔记的链接
The thing that matters is agency, and I don’t think agency is very evenly distributed in the world.
—— Max Schoening · [11:20]
一个如此智能、无所不知、可以扩展并分发到宇宙四角的 AI，不可能只待在地球上的数据中心里，不可能属于一个人。
指向原始笔记的链接
An AI that is so intelligent, that knows everything, that can scale and be distributed to the four corners of the universe cannot sit in a data center on Earth, cannot belong to one person.
—— Paolo Ardoino · [16:05]
长期的答案不是扣留能力,而是建立一种权力平衡,让超级智能被广泛分布。
指向原始笔记的链接
The long-term answer isn’t to withhold capabilities, but to establish a balance of power where superintelligence is broadly distributed.
—— 嘉宾 · [12:58]
我们认为多智能体系统是一个分布式数据问题。
指向原始笔记的链接
We think of multi-agent systems as a distributed data problem.
—— James · [01:15]
同样地，就像如果你的钱来自石油而不是来自一个生产性的广泛分布的经济，成为残酷的独裁政权会更容易一样，如果经济运行在 AI 和机器上而不是人类上，某人要巩固权力可能会容易得多。
指向原始笔记的链接
And in the same way that, like, it’s easier to be a brutal dictatorship if your money comes from oil instead of from a productive sort of broadly distributed economy, it might be much easier to sort of for someone to consolidate power a lot if, you know, the economy is running on AI and machines rather than on humans.
—— Ryan Greenblatt · [07:51]
我从根本上认为，在给定固定数据量的情况下，从数据中学习的最佳方式可能是拥有大量分布式的模型。
指向原始笔记的链接
I think fundamentally, it might be that given a fixed amount of data, the best way to learn from it is to have a lot of distributed models.
—— Lucas Kaiser · [04:43]
这些问题开始看起来越来越像是分布式系统本质上的问题，而不是一个全新的 AI 问题。
指向原始笔记的链接
These problems start to look more and more similar to like distributed in nature rather than a completely new AI.
—— Samar Abbas · [04:08]
而一个每个智能体都是远程的多智能体系统，基本上就是一个微服务的分布式系统，只不过每个微服务都是非确定性的。
指向原始笔记的链接
And multi-agent system where every agent is remote is basically a distributed system of microservices where each microservice is non-deterministic.
—— Vlad Luzin · [07:51]
支撑 AI 的基础设施不会是集中式的,它会分布在能源低成本且充沛的地方。
指向原始笔记的链接
The infrastructure to support AI wasn’t going to be centralized. It was going to be distributed where energy was low cost and abundant.
—— Chase Lochmiller · [00:09]
未来已经到来,即使它尚未广泛分布。又或者,它已经广泛分布了?
指向原始笔记的链接
The future is here, even if it’s not widely distributed. Or is it?
—— Ben Thompson · [02:41]
不会，因为那样你的分布式拒绝服务攻击就变成了分布式拒绝现金攻击，对吧？
指向原始笔记的链接
No, because then your distributed denial of service attack becomes a distributed denial of cash attack, right?
—— Sam Newman · [79:53]
当我们审视这个问题时，我们意识到，在分布式系统和微服务架构中，API 就是你的上下文层。
指向原始笔记的链接
And when we looked at this, what we realized is in a distributed systems and microservices architecture, APIs are the context layer for you.
—— Kamalakannan Nandagopal · [04:01]
② 出现在这些集
1 集
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