It's probabilistic intuition from a lot of statistics.

是从大量统计数据得来或然性直觉。

So again, science tells us that atoms and particles behave in probabilistic ways.

所以，科学又告诉我们，原子和粒子行为是有概。

They work in probabilistic ways they predispose, but they do not provide the final word.

们以概方式工作，但们不能提供最终结论。

They think the genes work in deterministic ways when in fact they work in probabilistic ways.

他们认为基因以确定性方式起作用，但实际上们是以概方式起作用。

The text is converted into numerical vectors that can be analyzed and processed by the neural network using a probabilistic approach.

文本被转换成数字向量，神经网络可以使用概方法对其进行分析和处理。

They behave based on quantum mechanical, 3-dimensional wave functions, probabilistic distributions of electrons in space.

们行为基于量子力学、3 维波函数、空间电子概分布。

The fundamental problem is that language models are probabilistic, while truth is not.

根本问题是语言模型是概性，而真理不是。

Of course, some photons do not make it through  all 3 of these probabilistic gauntlets.

当然，有些光子无法通过所有这 3 个概挑战。

And what does it imply to think that  even you are on some level probabilistic?

认为即使你在某种程度上也是概性，这意味着什么？

Before you just quickly say yes, consider this well-known argument: Atoms and particles, from a scientific standpoint, behave in probabilistic ways.

在你只是迅速说是之前，请考虑一下这个著名论点：从科学角度来看，原子和粒子是以概方式进行。

But also evidence is inherently probabilistic.

但证据本身也是概性。

Others believe that LLMs, as generative and probabilistic models, will never be completely rid of unwanted hallucinations.

其他人认为， LLM 作为生成和概模型，永远无法完全摆脱不必要幻觉。

Your computer system shouldn't be probabilistic, it shouldn't argue with you and try and diagnose your psychological issues.

您计算机系统不应该具有概性，不应该与您争论并试图诊断您心理问题。

Statistical speech models and a probabilistic technique called Gaussian mixture modelling are then used to identify each phoneme, before reconstructing the original word.

然后由语音统计模型和一种称为高斯混合模型概工具来识别每个语素，再将其组合为原来单词。

Transformers are, let's say, AI models that are very good at understanding and generating human-like text based on ... probabilistic patterns.

可以说，变形金刚是人工智能模型，非常擅长基于概模式理解和生成类似人类文本。

Albert Einstein—who was no fan of the probabilistic nature of quantum mechanics—described entanglement as " spooky action at a distance" .

不喜欢量子力学概性质阿尔伯特·爱因斯坦将纠缠描述为“幽灵般超距作用”。

The whole framing of immune to algorithmic bias does not compute with me if you're using anything that is based on probabilistic methods.

如果你使用任何基于概方法东西，那么对算法偏见免疫整个框架都不会与我一起计算。

Heavy investment in artificial intelligence (ai) is helping Meta develop " probabilistic" ad models to replace the signal that was lost with Apple's changes.

对人工智能 (ai) 大量投资正在帮助 Meta 开发“概”广告模型，以取代因 Apple 变化而丢失信号。

Where I introduced the probabilistic programming language, which is known as Stand, which was created by Andrew Gelman and other colleagues at Columbia University.

在那里我介绍了概编程语言 被称为Stand 是由AndrewGelman和哥伦比亚大学其他同事创建。

Because off-the-shelf models are trained on internet data to predict the next word in an answer on a probabilistic basis, they can be tripped up by surprising things.

因为非专门用途模型是根据互联网数据进行训练，在概基础上预测答案下一个单词，因此们可能会因为一些让人意想不到事情而翻车。