And then they really go through what some people call that black box period.

然后它们真的会历所谓的箱期。

Take us inside the black box just a little.

给我们稍微揭开一下箱子里的秘密。

This would diminish the problem with black boxes and conflicts.

这将减少箱问题和冲突。

All of that starts off as a black box to us.

所有这些一开始对我们来说箱。

One of the problems with machine learning models is that they are black boxes.

机器学习模型的一个问题它们像箱一样。

But it isn't, we don't really know what's inside the black box.

但我们并不真正知道箱子里有什么。

Others used a model that was more of a black box.

其他人使用了一个更像箱的模型。

To outsiders the algorithm is a black box.

对外人来说，这个算法就像一个箱。

Black box so you can ask basically any question, low level or high level.

箱机制使得你几乎可以询问任何问题，无论低层次还高层次的。

Now with foundation models, you're kind of operating with a black box.

现使用基础模型时，你基本上作一个“箱”。

I mean, there aren't that many black box games.

我的意思，箱游戏并没有那么多。

It's all a black box from my perspective.

从我的角度来看，这个箱。

And right now that's just a black box.

而眼下，这只一个箱。

We are talking about this black box of hormones and mood swings and rage and acne and so many other things that impact a whole lot of people, but which I don't think I even really understood until a year ago.

我们正探讨的这个激素、情绪波动、愤怒和痤疮等诸多因素构成的“箱” ，它们影响着大量人群，但直到一年前， 我甚至未能真正理解这些。

What these algorithms and AI do fundamentally is there's an input, something crazy happens, we don't know what, it's called a black box, not even the engineers know what happens, and then there's an output.

这些算法和人工智能的基本运作方式：有一个输入，接着发生一些疯狂的事情， 我们并不知道具体发生了什么，这被称为“箱” ，甚至连工程师也不清楚其中的过程，然后就有了一个输出结果。

A notable example would be Shibori Ito, I think I've got that name right, with Black Box Diaries, who was the Japanese journalist who was raped and wrote a book about it, about her experience.

一个显著的例子伊藤诗织，我想我这个名字没记错， 她的作品《箱日记》。她一位日本记者， 曾遭强奸并据此历撰写了一本书。 书中详细描述了她事后遭受的心理控，以及被否认真相的强烈感受。

This technology is kind of a black box technology is what they call it, neural networks, where they themselves don't know exactly how it does what it does or what it's going to do.

这种技术有点像所谓的“箱”技术，即神网络，连它们自己不完全清楚到底如何运作的，也不知道接下来会做什么。

And as that happens, I worry that we might transfer our inclination to trust in this way from AI to other black box entities like governments and certain kinds of institutions.

随着这种情况的发生，我担心我们可能会将这种信任倾向从人工智能转移到其他“箱”实体，如政府和某些类型的机构。

And if it's just a black box saying, trust us, then you're not going to get that, you know, current market cap of the U S stock market out of that.

如果它只一个箱子，只说“相信我们”， 那么你将无法从中获得美国股市当前市值。

Picking a jury, no matter how extensive your experience, no matter how many experts you bring in as consultants and all the rest, remains, at least in part, a black box.

挑选陪审员，无论你有多少验，无论你请了多少专家作为顾问，以及其他种种手段，至少某种程度上，仍一个箱。