But what is there to say?

可那有什么可解释？

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

那就是生产中人工智能必须有可解释基础技术和结果。

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可接受解释。

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

你在重复，但是用一种礼貌可接受方式解释了一下。

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

基本上， 构建大脑数字孪生，然后使用可解释人工智能来理解工作原理。

Classical mechanics provided a  comprehensive and falsifiable explanation.

经典力学提供了可证伪解释。

Harriet could not very soon give an intelligible account.

哈丽特很快就无法给出一个可理解解释。

How to manage performance in more concrete and explainable ways and how to do wellbeing in a neurodivergent-friendly style.

如何以更具体和可解释方式管理绩效， 以及如何以神经分歧友好方式实现幸福感。

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

我没有花时间跟他详细解释他可做出选择。

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

好，但让我回到大脑，可解释人工智能能帮助我理解其工作原理。

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

这种可解释性缺乏可能会限制在透明度和问责制至关重要关键决策场景中使用。

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

最后，深度学习算法可解释性相对较差，难以理解和信任。

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

然而，关键在于可解释性：模型推理是否可信，甚至是否能被理解？

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可检查和可重新解释心理意象，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出科学可检验解释人。

(audience clapping) I would rather put all my massive effort into being something, than to sit over and have a mediocre life, man, with nothing to explain for.

（观众鼓掌）我宁愿付出我所有努力去做某事，也不愿坐在那里过着平庸生活，伙计， 没有什么可解释。

And no matter how much you dressed up your plans and proposals with anecdotes or catchy phrases, detailed explanations of Medicare expansion or tax credit refundability rarely stirred the heartstrings.

无论您如何用轶事或朗朗上口短语来装饰您计划和提案，对 Medicare 扩展或税收抵免可退款详细解释很少能拨动心弦。

Well, we developed methods, explainable AI methods, to take any given stimulus that causes a neuron to fire, and we carve out the essential subcircuit responsible for that firing, and we explain how it works.

我开发了可解释人工智能方法，能够针对任何引发神经元激活特定刺激，精确定位负责该激活关键子电路，并详细阐明其工作机制。

So I hope you'll see that the pursuit of a unified science of intelligence that spans brains and machines can both help us better understand biological intelligence and help us create more efficient, explainable and powerful artificial intelligence.

因此，我希望你能看到，追求一种跨越大脑和机器统一智能科学，既能帮助我更好地理解生物智能，也能帮助我创造更高效、可解释强大人工智能。