① 他说过的话

11 条

最值得一提的是，我创建了 Folding at Home 这个大规模超级计算机项目，它基本上让我们预览到了如今在 AI 中看到的许多问题，尤其是「苦涩的教训」——算力如此重要这一点。
Most notably, I built Folding at Home, the large scale supercomputer project, which basically allowed us to preview a lot of the issues that we now see in AI, especially the bitter lesson that compute is such a big deal.
—— Vijay Pande · [04:11]

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药物非常昂贵的根本原因在于，一种药从一期试验走到三期结束，成功的概率只有 20%。
And the end reason why drugs are very expensive is that the probability of a drug going from the first trial to the end of the third, the probability of a success is just 20%.
—— Vijay Pande · [07:45]

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归根结底，这些动物模型对人类的预测性并不强。
In the end, these animal models are just not very predictive of humans.
—— Vijay Pande · [08:18]

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这个 AI 模型不会是完美的，但它会比任何动物模型都好得多。
This AI model is not going to be perfect, but that is going to be way better than any animal model would be.
—— Vijay Pande · [08:35]

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关于 AI 真正令人着迷的是，它在原则上将成为所有事情上的专家。
What is really intriguing about AI is that it can, in principle, will be a specialist in everything.
—— Vijay Pande · [14:25]

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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。
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]

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如果要我挑出一件我真正努力思考过、希望一开始就知道的事情——花了我一些时间才真正领会——那就是，无论最酷的技术多么诱人，归根结底总是要回到好的市场。
I think if I were to pick the one thing that I’ve really tried to think about that I wish I knew in the beginning, and I think it took me some time to really appreciate is that as seductive as the coolest technologies are, it really always comes back down to the good market.
—— Vijay Pande · [19:22]

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而进入市场这部分，至少和技术那部分一样难，或者更难。
And that the go-to-market part is at least as hard or harder than the technology side.
—— Vijay Pande · [19:46]

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我认为医疗保健领域刚开始发生的最大转变之一，就是从行业内所说的病患护理（公司在你生病时从你身上赚钱）转向预防（当他们让你保持健康时才赚钱）。
And I think one of the biggest shifts in healthcare that was just starting is the shift from what is in the industry called sick care, where companies make money off of you when you’re sick, to prevention, where you make money when they keep you healthy.
—— Vijay Pande · [21:19]

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我认为对很多人来说，初级员工在使用 AI，但资深员工是在和初级员工一起工作。
I think for a lot of people, the junior people are using AI, but the senior people are working with the junior people.
—— Vijay Pande · [24:38]

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理想情况下，这些人不是只想赢、只想击败别人，而是真正在思考一个问题：我们如何一起赢？
Ideally, these are people who are not just trying to win and beat other people, but really thinking about the question, how do we win together?
—— Vijay Pande · [32:25]

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② 出现在这些集

1 集

• 《AI 改写药物研发，而他只投五家公司》 — 作为主持

③ 他谈到的

点进去有真内容 —— 本页主要出口

VZVC · Function Health · Insitro · Genesis Therapeutics · Devoted Health · 智能体 · 临床试验 · 基础模型 · 精准医疗 · go-to-market

④ 也在聊「创业与行业」的人