The craft of communicating with these deep learning models has been dubbed " prompt engineering" .

与这些深度学习模型进行交流的技术被称为“即时工程”。

Core ML itself provides a rich set of primitives to integrate state-of-the-art machine learning models into your apps.

Core ML 本身就提供丰富的原语，来把当前最新的机器学习模型整合到你的应用程序中。

Using the power of Core ML, you can now integrate trained machine learning models into your app.

借助 Core ML 的力量，你现在可以把经过训练的机器学习模型整合到你的应用程序里。

And that student could just be a deep learning model at that point.

那时那个学生可能只是一个深度学习模型。

We use a blended learning model, which is solo learning and classroom learning.

我们采用混合学习模式，即单独学习和课堂学习。

The investigators used a deep learning computer model that mimics the layers of neurons and memory capabilities of the human brain.

研究人员使用了“深度学习”模型，这是一种可以模拟人类大脑神经元层和记忆能力的计算机模型。

The new generated image doesn't come from the training data, it comes from the " latent space" of the deep learning model.

新生成的图像并不是来自于训练数据，而是来自于深度学习模型的“潜在空间”。

Core ML is really about helping you create new experiences in your app by making it easy for you to incorporate machine learning models.

Core ML 实际上是帮助你在你的应用程序里建立新的体验，让你很容易利用机器学习模型。

So in addition to supporting extensive deep learning models with over 30 layers, it supports standard machine learning models, like tree ensembles, SVMs, generalized linear models.

除了支持广泛的超过30层的深度学习模型，它还支持标准机器学习模型比如树状集成、SVM 和广义线性模型等等。

However, there is still a need to refine and improve the online and blended learning models to ensure high-quality education for all.

然而，仍然需要完善和改进在线和混合学习模式， 以确保全民接受高质量的教育。

With data from over 1.2 million forests, we were able to build new machine learning models to predict forest structure around the world.

利用来自超过 120 万个森林的数据，我们能够构建新的机器学习模型来预测世界各地的森林结构。

Researchers with the Chinese Academy of Sciences developed a deep learning model for predicting the spatial pattern of sea surface temperature anomalies in the equatorial Pacific.

中国科学院的研究人员开发了一种深度学习模型，用于预测赤道太平洋海面温度异常的空间模式。

The Neural Engine is now up to twice as fast for machine learning models, allowing it to process up to 35 trillion operations per second.

现在， 神经引擎的机器学习模型速度提高了一倍，每秒可处理高达 35 万亿次操作。

And now audio quality on phone calls is getting better too because iPhone 15 uses a more advanced machine learning model that automatically prioritizes your voice.

现在，通话的音频质量也变得更好，因为 iPhone 15 使用更先进的机器学习模型，可以自动优先处理您的声音。

If universities decide to engage in this learning model, they will have to cope with many organisational challenges that might shake their unity of place and action.

如果大学决定采用这种学习模式，他们将不得不应对许多可能动摇其地方和行动统一性的组织挑战。

Today, with machine learning models like DALL-E, Stable Diffusion and Midjourney, we've seen AI produce everything from strange life forms to imaginary influencers to entirely foreign, curious kinds of imagery.

如今，借助 DALL-E、Stable Diffusion和 Midjourney 等机器学习模型，我们已经看到 AI 生成了奇怪的生命体、虚拟网红和各种陌生的、奇怪的图像。

These data will be use to train a machine learning model that will be applied to an in silico library of over a billion molecules to search for potential novel antiviral compounds.

这些数据将用于训练机器学习模型，该模型将应用于包含超过十亿个分子的计算机库，以搜索潜在的新型抗病毒化合物。

So today I want to focus specifically on the trends and constraints that are influencing one of the most significant developments in the history of computing: the explosion of large-scale machine learning models and rapid advancements in AI.

所以今天我想专门谈谈一些趋势和限制，它们影响了计算机历史上最重要的发展之一：大型机器学习模型的激增和人工智能的急速发展。