The tools are built by feeding huge amounts of data into machine learning computer systems.

这些工具是通过向机器学习计算机系统输入大量数据来构建的。

A neural network is a machine learning computer system built to act like the human brain.

神经网络是一种机器学习计算机系统，其功能与人脑类似。

Recently released AI tools are built by feeding huge amounts of information into machine learning computer systems.

最近发布的人工智能工具是通过向机器学习计算机系统输入大量信息而构建的。

And she says the research is a step towards making machine learning systems more efficient thinkers — like humans.

她说该研究推动了进程，让机器学习系统更有效率的思考者——像人类那样。

Many of the students didn't have laptops and they didn't know how to navigate through the remote learning system.

许多学生没有笔记本电脑，他们不知道如何利用远程学习系统学习。

If our learning system obeys to this principle, the output quality of the translation is going to be significantly better.

如果我们的学习系统遵循这一原则 转换的输出质量将会显著提高。

So far about half of the students' families in the Alexandria school district have agreed to the hybrid learning system.

到目前为止，亚历山大学区大约有一半的学生家庭已经同意采用混合学习系统。

Unlock our entire language learning system right now!

立即解锁我们的整个语言学习系统！

What if pain isn't an alarm to silencebut a learning system for survival?

如果疼痛不是让人们安静的警报而是生存的学习系统怎么办？

(Laughter) (Cheers and applause) Pain is every organism's primary learning system for survival.

（笑声）（欢呼和掌声）疼痛是每个有机体生存的主要学习系统。

As you know, I've been developing a machine learning system called Q-Bot 9001.

如您所知，我一直在开发一个名为 Q-Bot 9001 的机器学习系统。

But there's one particular English learning system that's very popular here in Japan.

但是有一种特殊的英语学习系统在日本非常流行。

She says the research is a step towards making machine learning systems more efficient thinkers -- like humans.

她说，这项研究是朝着使机器学习系统成为像人类一样更高效的思考者迈出的一步。

For example, some U.S. judges use machine learning systems to help them decide when, and for how long, criminals should be jailed.

举例来说，一些美国法官利用机器学习系统帮助他们决定何时对罪犯进行宣判和量刑时间。

She says the research is a step towards making machine learning systems more efficient thinkers -- like humans. Even the tiny ones.

她表示，这项研究朝着让机器学习系统像人类一样更高效地思考迈出了一步。即使是很小的一步。

Any successful learning system, be it a brain or a piece of artificial-intelligence software, must strike the right balance between stability and flexibility.

任何成功的学习系统，无论是大脑还是人工智能软件，都必须在稳定性和可塑性之间取得适当的平衡。

The team used feedback from 512 real people over 32 trials to train a machine learning system capable of detecting and classifying a range of gestures performed during a hug and responding appropriately.

该团队在 32 次试验中使用了来自 512 个真人的反馈来训练一个机器学习系统，该系统能够检测和分类拥抱期间执行的一系列手势并做出适当的反应。

For instance, it can measure the adversarial robustness of such a network, and this is super useful, because it gives us information whether there are possible forged inputs that could break our learning systems.

比如，它可以测量这样一个神经网络的对抗鲁棒性，这超级有用，因为它可以让我们知道是否存在可能破坏学习系统的伪造样本输入。

More than a decade ago, engineers at Google developed a machine learning system that taught itself what a cat was and how to create an image of one by watching a lot of YouTube videos.

十多年前，谷歌的工程师开发了一个机器学习系统，通过观看大量 YouTube 视频，该系统可以自学什么是猫以及如何创建猫的图像。

So, I suspect that the actual AGI that is going to be more interesting is going to use slightly different algorithmic paradigms or sometimes massive with different algorithmic paradigms than the current generation of transformer-based learning systems.

因此，我怀疑实际的 AGI 会更有趣，它会使用与当前一代基于 Transformer 的学习系统略有不同的算法范式，或者有时会使用大量不同的算法范式。