How can I make my data visible for Apple AI?

To make your data visible for Apple AI, you can leverage several tools and frameworks provided by Apple. Here are the key steps and resources:

1. App Intents: Expose your app's capabilities using app intents. This allows Apple Intelligence to understand and utilize your app's data and functionalities. You can start working on this today, and users will be able to use your app intents with the Shortcuts app immediately. Over time, Siri will gain the ability to call the app intents that fall into supported domains. For more details, you can refer to the Platforms State of the Union session.

2. Machine Learning Frameworks: Use Apple's built-in machine learning frameworks to integrate AI capabilities into your app. These frameworks include APIs for natural language processing, sound analysis, speech understanding, and vision intelligence. You can also use Create ML to bring in additional data for training. For example, if you have a unique dataset of images, you can augment Apple's image models with your data to improve classification and object detection. More information can be found in the Explore machine learning on Apple platforms session.

3. MLX for Research: If you are involved in AI research, you can use MLX, a tool designed by Apple machine learning researchers for other researchers. It allows for efficient operations across CPU and GPU and is built on top of a unified memory model. This tool is available via open source and can be used to explore new ideas on Apple silicon. Details are available in the Explore machine learning on Apple platforms session.

4. Siri Integration: Enhance your app with new Siri capabilities using the app intents framework. This includes adopting new schemas and ensuring that any associated entities or enums are exposed. For a practical example, you can refer to the Bring your app to Siri session.

By following these steps and utilizing the provided frameworks and tools, you can make your data visible and usable for Apple AI, enhancing the intelligence and capabilities of your app.