Foundation
集里怎么说它
- 《AI 撞上金融:三位创始人聊产品、定价与智能体》(06:17起):Jamie Cuff 创办的公司,一家 AI 原生的、面向保险业务的 BPO:用一组智能体替代海外人工团队处理保单文档,并在人机回环模式下提供服务。
- 《人形机器人上战场:公关跑得比机器人快》(00:48起):本集将其描述为一家从室内安保机器人转型做人形机器人的公司,声称20个月从零做到部署,是国防部人形机器人的唯一供应商,但主持人指出其公关远超实际能力,日产能约一台
① 提到它的金句
10 条
所以并不是基础模型就会在这些类型的任务上不断变得更好,因为它们根本没有这些数据集的访问权限。
指向原始笔记的链接
So it’s not like the foundation models are just going to keep getting better at these kind of tasks because they just don’t have access to these data sets.
—— Mayank · [32:24]
你正在一个非常脆弱的基础上构建。
指向原始笔记的链接
You’re building on a really crusty foundation.
—— Tony Fadell · [53:37]
我认为还因为像 Cursor 所做的事情,人们开始说,哦,等等,我可以坐下来使用基础模型,但随着这些人试图 IPO 并拥有更好的现金流,它们可能只会增加成本。
指向原始笔记的链接
I think also because of things like what Cursor did, people are starting to say, oh, wait, I could sit back and use the foundation models, but they’re probably only going to go up in cost as these guys try to IPO and have better cash flows.
—— Ian · [06:27]
有些情况下人们会完全丧失这种能力,然后他们根本无法走路,因为这字面上就是他们行走策略的基础。它是根植于大脑中的。但在两三年的时间里,他们可以通过看着自己的双脚重新学会走路。
指向原始笔记的链接
There are cases where people lose this ability completely and then they can’t walk at all because that is literally the foundation of their walking policies. It is ingrained in the brain. But then over the course of two, three years, they can learn to walk again by looking at their feet.
—— 嘉宾 · [25:35]
就像我们确实有这些表现很好、能对抗企业 LLM 的开源 LLM,我认为在生物学领域也会有这些开源基础模型,它们将产生非常、非常广泛的影响。
指向原始笔记的链接
And much like you could imagine, or we do have these open source LLMs that do very well against corporate LLMs, I think there’ll be these open source foundation models in biology that will have very, very broad impact.
—— Vijay Pande · [17:36]
世界上只有四到五家公司可以为基础模型提供资金,而他们正在这样做。
指向原始笔记的链接
There are only four or five companies in the world that can finance a foundation model, and they are doing it.
—— 嘉宾 · [13:02]
Frontier 实验室内部以及机器人基础模型公司之间存在某种共识,那就是我们将在未来两年内甚至更早拥有通用机器人。
指向原始笔记的链接
There’s some consensus within the Frontier Labs and also in the Robotics Foundation models companies that will have general-purpose robots within the next two years or even earlier.
—— Jay · [26:32]
而且我认为这样尝试造成的附带损害是灾难性的。正如我们在电子前哨基金会所说,强烈的愿望是不够的。
指向原始笔记的链接
And I think the collateral damage from trying is catastrophic. As we say at the Electronic Frontier Foundation, wanting it badly is not enough.
—— Cory Doctorow · [27:42]
它们太个人化了,能做太多不同的事情,所以你真的必须更多地去思考底层基础、系统、架构、已经就位的脚手架。
指向原始笔记的链接
They’re so personal and they can like do so many different things that you really kind of have to think more about the underlying foundation and the system, the architecture, the scaffolding that’s in place.
—— Alex Cornell · [33:30]
现在很多讨论都集中在机器人基础模型、模型、数据上,但我认为硬件,以及造出好硬件有多难,这一点被严重低估了,但我认为那会极其重要。
指向原始笔记的链接
a lot of the discussion centers around a robot foundation model, model, data, but I think hardware and just how hard it is to build good hardware. It’s very under-emphasized, but I think That’s going to be extremely important.
—— Jason Ma · [23:14]
② 出现在这些集
2 集
- 《AI 撞上金融:三位创始人聊产品、定价与智能体》 — 作为被讨论公司
- 《人形机器人上战场:公关跑得比机器人快》 — 作为被讨论公司
③ 关联
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