AI & Machine Learning

Create high quality images using Image Playground

12 snippets

Build real-time neural rendering pipelines with Metal

1 snippet

Secure your app: mitigate risks to agentic features

8 snippets

Design immersive environments for visionOS apps and the spatial web

Improve your prompts by hill-climbing with Evaluations

12 snippets

Code-along: Make your app available to Siri

Meet the Evaluations framework

13 snippets

What’s new in the Foundation Models framework

7 snippets

Meet the Music Understanding framework

18 snippets

Debug and profile agentic app experiences with Instruments

Bringing Cyberpunk 2077 to Mac

Speedrun your game port with agentic coding

5 snippets

Dive into Core AI model authoring and optimization

4 snippets

Bring an LLM provider to the Foundation Models framework

14 snippets

Explore numerical computing in Swift with MLX

6 snippets

What’s new in Shortcuts

2 snippets

Create robust evaluations for agentic apps

12 snippets

What’s new in image understanding

5 snippets

Integrate on-device AI models into your app using Core AI

4 snippets

Explore advanced App Intents features for Siri and Apple Intelligence

12 snippets

Discover new capabilities in the App Intents framework

7 snippets

Meet Core AI

13 snippets

LLM search using Core Spotlight

12 snippets

Run local agentic AI on the Mac using MLX

3 snippets

Build with the new Apple Foundation Model on Private Cloud Compute

7 snippets

Translate your app using agents in Xcode

5 snippets

Build intelligent Siri experiences with App Schemas

6 snippets

Build AI-powered scripts with the fm CLI and Python SDK

6 snippets

Explore distributed inference and training with MLX

9 snippets

Validate your App Intents adoption with AppIntentsTesting

7 snippets

Create UI prototypes using agents in Xcode

Build agentic app experiences with the Foundation Models framework

17 snippets

Best practices for integrating visual intelligence in your app

11 snippets

Optimize custom machine learning operations with Metal tensors

9 snippets

Explore new advances in App Intents

23 snippets

Get started with MLX for Apple silicon

14 snippets

What’s new in BNNS Graph

8 snippets

Code-along: Bring on-device AI to your app using the Foundation Models framework

Get to know App Intents

21 snippets

Combine Metal 4 machine learning and graphics

10 snippets

Develop for Shortcuts and Spotlight with App Intents

Deep dive into the Foundation Models framework

16 snippets

Explore large language models on Apple silicon with MLX

16 snippets

Optimize CPU performance with Instruments

10 snippets

Explore prompt design & safety for on-device foundation models

Meet the Foundation Models framework

19 snippets

Discover machine learning & AI frameworks on Apple platforms

Bring advanced speech-to-text to your app with SpeechAnalyzer

16 snippets

Read documents using the Vision framework

2 snippets

Design interactive snippets

Dive deeper into Writing Tools

8 snippets

Explore object tracking for visionOS

3 snippets

Build a great Lock Screen camera capture experience

Support real-time ML inference on the CPU

10 snippets

Accelerate machine learning with Metal

Support semantic search with Core Spotlight

14 snippets

Bring your app’s core features to users with App Intents

What’s new in DockKit

Bring your app to Siri

Train your machine learning and AI models on Apple GPUs

Meet the Translation API

Design App Intents for system experiences

What’s new in App Intents

Introducing enterprise APIs for visionOS

4 snippets

What’s new in Create ML

Discover Swift enhancements in the Vision framework

Deploy machine learning and AI models on-device with Core ML

Use HDR for dynamic image experiences in your app

Explore machine learning on Apple platforms

Get started with Writing Tools

8 snippets

Keep colors consistent across captures

Bring your machine learning and AI models to Apple silicon

Explore Natural Language multilingual models

Optimize machine learning for Metal apps

Detect animal poses in Vision

Discover machine learning enhancements in Create ML

What’s new in VisionKit

Integrate with motorized iPhone stands using DockKit

Use Core ML Tools for machine learning model compression

Lift subjects from images in your app

Customize on-device speech recognition

Improve Core ML integration with async prediction

Explore 3D body pose and person segmentation in Vision

Accelerate machine learning with Metal

19 snippets

Capture machine-readable codes and text with VisionKit

8 snippets

Explore the machine learning development experience

9 snippets

Optimize your Core ML usage

What’s new in Create ML

Get to know Create ML Components

3 snippets

What’s new in Vision

Compose advanced models with Create ML Components

Detect people, faces, and poses using Vision

6 snippets

Accelerate machine learning with Metal Performance Shaders Graph

15 snippets

Discoverable design

Build dynamic iOS apps with the Create ML framework

5 snippets

Extract document data using Vision

2 snippets

Classify hand poses and actions with Create ML

5 snippets

Tune your Core ML models

Discover built-in sound classification in SoundAnalysis

3 snippets

The process of inclusive design

Use Accelerate to improve performance and incorporate encrypted archives

3 snippets

Build customized ML models with the Metal Performance Shaders Graph

Build an Action Classifier with Create ML

6 snippets

Get models on device using Core ML Converters

15 snippets

Use model deployment and security with Core ML

3 snippets

Control training in Create ML with Swift

15 snippets

Build Image and Video Style Transfer models in Create ML

Make apps smarter with Natural Language

8 snippets

Detect Body and Hand Pose with Vision

10 snippets

Explore Computer Vision APIs

4 snippets

Explore the Action & Vision app

Training Text Classifiers in Create ML

Building Activity Classification Models in Create ML

Training Recommendation Models in Create ML

Advances in Natural Language Framework

Create ML for Object Detection and Sound Classification

What’s New in Machine Learning

Understanding Images in Vision Framework

Training Sound Classification Models in Create ML

Advances in Speech Recognition

Training Object Detection Models in Create ML

Introducing the Create ML App

Create ML for Activity, Text, and Recommendations

Designing Great ML Experiences

Creating Great Apps Using Core ML and ARKit

Metal for Machine Learning

Core ML 3 Framework

Text Recognition in Vision Framework