So you're repeating, but paraphrasing a little bit in a polite acceptable way.

你在重复，但是用一种礼貌的接受的方式了一下。

That is the AI in production must have explainable underlying technology and results.

那就是生产中的人工智能必须有的基础技术和结果。

But what is there to say?

那有什么的？

The Giant Impact theory was the most acceptable explanation to date for the origin of the Moon.

巨大碰撞理论是确定月球来源最接受的。

Classical mechanics provided a  comprehensive and falsifiable explanation.

经典力学提供了全面且证伪的。

So if it was interpretable, you could just dump it off to the symbolic system.

所以如果它是的，你就以将其交给符号系统处理。

I didn't take the time to properly explain his options to him.

我没有花时间跟他详细他的选择。

Harriet could not very soon give an intelligible account.

哈丽特很快就无法给一个理的。

OK, but let's return to the brain, where explainable AI can help us understand how it works.

好的，但让我们回到大脑，的人工智能能帮助我们理其工作原理。

This is in the spirit of the field of mechanistic interpretability, which is making really impressive rapid progress.

这体现了机制性领域的精神，该领域正在取得令人瞩目的快速进展。

And now they are flexible, and they can solve problems in an explainable way that was not possible before.

现在，他们很灵活，以以以前不能的方式决问题。

Finally, the interpretability of deep learning algorithms is relatively poor, making them difficult to understand and trust.

最后，深度学习算法的性相对较差，难以理和信任。

This lack of interpretability can limit their use in critical decision-making scenarios where transparency and accountability are essential.

这种性的缺乏能会限制它们在透明度和问责制至关重要的关键决策场景中的使用。

Basically, build digital twins of the brain, and then use explainable AI to understand how they work.

基本上， 构建大脑的数字孪生，然后使用的人工智能来理它们的工作原理。

Key to acting on such suggestions, though, is explainability: can the model's reasoning be trusted—or even followed?

然而，关键在于性：模型的推理是否信，甚至是否能被理？

This second order visual mental imagery provides some inspectable and re-interpretable mental images, which play a fundamental role in cognitive processes.

这种二阶视觉心理意象提供了一些检查和重新的心理意象，它们在认知过程中起着重要作用。

Charles Darwin: The English naturalist  was the first to develop a scientifically testable explanation for humanity  and all other living organisms.

查尔斯·达尔文：这位英国博物学家是第一个为人类和所有其他生物提科学检验的人。

We might end up with a better, more healthy society, morally speaking, if we do use systems that are explainable and transparent.

如果我们使用且透明的系统，从道德角度来看，我们能会得到一个更好、更健康的社会。

So GraphRag delivers more comprehensive, relevant, and explainable responses by leveraging relationships within your data, improving how generative AI applications retrieve and synthesize information.

因此，图谱增强检索生成通过利用数据中的关系，提供了更全面、相关且的响应，从而改进了生成式AI应用检索和综合信息的方式。

US Federal Aviation Inspectors thoroughly examined the aircraft and discovered no signs of mechanical failure or any other factor that could explain the crash.

美国联邦航空检查员对飞机进行了彻底检查，未发现机械故障或其他坠机的因素。