前沿

前沿模型 (frontier models)

概念 · 又名 frontier models / frontier model
本站收录 16 集 · 18 条金句 · 关联 10

集里怎么说它

① 提到它的金句

18 条

原因在于创建前沿模型完全是资本支出的函数。
And the reason for that is that creating a frontier model is entirely a function of CapEx.
—— Bret Taylor · [52:57]

指向原始笔记的链接

超过 90% 的著名前沿模型是在 2025 年生产的,其中几个现在在许多方面达到或超过了人类基准
over 90% of notable frontier models were produced in in 2025, and several of those now meet or exceed human baselines on a number of things
—— Daniel Whitenack · [04:06]

指向原始笔记的链接

这种有人写了一个提示词并且他们刚得到了一个前沿模型就要扼杀一切的想法被极度夸大了,而投资者们只是我这辈子遇到过的最愚蠢、最不理性的人,我无法相信他们掌握了所有的资本。
This kind of idea that someone wrote a prompt and they’ve just got a frontier model that’s going to kill everything is wildly overblown and investors are just the silliest, most irrational people I’ve ever met in my life, and I can’t believe they have all the capital.
—— Barney Hussey-Yeo · [38:10]

指向原始笔记的链接

这个问题在于前沿模型在自动化红队测试方面极其糟糕,因为它们内置了大量的保障措施。
the issue with this is that frontier models are extremely bad at automated red teaming because they have a lot of safeguards built into them.
—— Zico Kolter · [09:59]

指向原始笔记的链接

它可能比那些前沿模型便宜大约 100 倍,而且仍然更好。
It’s probably like 100x cheaper than those frontier models and still better.
—— Matei Zaharia · [60:52]

指向原始笔记的链接

就像大部分收入获取原本集中在前沿模型上,将转向一个更像长尾的模型群。
Like majority of the revenue capture was on frontier models to a more like long tail of models
—— Clement DeLong · [19:47]

指向原始笔记的链接

你需要前沿产品才能拥有前沿模型,并让人们感受到前沿模型的魔力。
You need frontier products in order to have frontier models and for people to feel the magic of frontier models.
—— Dianne Penn · [12:59]

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前沿模型将会,它们正在导致漏洞发现和漏洞利用之间的时间大幅减少。
The frontier models are going to, they are causing kind of a massive reduction in the time between the vulnerability discovery and vulnerability exploitation.
—— Firas · [07:25]

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如果你看看一个每个 token 成本为双位数的美元的前沿模型,再看看一个每 token 成本为 10、11 美分的开源模型,虽然不是所有的 token 都生而平等,但这仍然是一个巨大的差异,足以带来大规模的采用。
if you’re looking at a frontier model with double dollar digit cost per token, and you’re looking at an open source model that’s 10, 11 cents per token, while all tokens aren’t created equal, it’s still enough of a difference that there’s going to be a massive adoption.
—— Jerry Murdock · [14:06]

指向原始笔记的链接

我不认为你可以把持续学习附加到一个现有的前沿模型上。
I don’t think you can bolt on continuous learning into an existing frontier model.
—— Jerry Murdock · [49:47]

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我实际上认为我们离任何具有知道发布什么的智能的前沿模型还差得很远。
I actually think we’re nowhere near any frontier model having the intelligence to know what to ship.
—— Ryan Carson · [20:13]

指向原始笔记的链接

前沿模型已经从人类记录下来的一切中学习,但最有价值的任务并不在互联网上。
Frontier models have learned from everything humanity has written down, but the most valuable tasks are not on the internet.
—— Varun Shenoy · [10:18]

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前沿模型的 TAM,坦率地说,目前权重过高。
The TAM of frontier models is, frankly, overweighted right now.
—— Eno Reyes · [00:15]

指向原始笔记的链接

我认为前沿模型的 TAM 坦率地说目前权重过高。
I think that the TAM of frontier models is frankly over-weighted right now.
—— Eno Reyes · [15:50]

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这个世界不应该只有五个前沿模型提供商,而应该是50万个。
Like, the world shouldn’t be five, you know, frontier model providers. It should be 500,000.
—— Matthew Prince · [12:22]

指向原始笔记的链接

我实际上认为你的前沿模型会更有竞争力,因为这会让越来越多的用例留在你的生态系统和你的家族之内。
I actually think you would be even more competitive with your frontier models because it would keep more and more of the use cases within your ecosystem and your family.
—— Aaron Levie · [13:52]

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我要花 50 亿美元训练一个前沿模型,然后我就这么把它免费送出去。听起来很蠢,对吧?
I’m going to spend $5 billion training a frontier model and then I’m just going to give it away. Sounds stupid, right?
—— Anastasios Angelopoulos · [17:01]

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所以你最终可能会看到中美前沿模型之间出现不断扩大的差距,仅仅因为美国前沿模型不再可被蒸馏——仅仅因为它们关闭了 API 访问。
And so you might end up seeing a little bit of a growing gap between Chinese frontier models and American frontier models simply because American frontier models are no longer distillable simply because they’ve shut down API access.
—— Zavain Dar · [18:22]

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16 集

③ 关联

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