Integrate human-centered AI features to create real value for users - Human Center AI


This kit guides developers, educators and learners to design AI-powered experiences that transform data into meaningful, human-centered insights. Through a healthcare scenario, participants use a starter project, Apple Foundation Models and Xcode Intelligence to build StepIntelligence, an app that analyzes one week of step data on-device and generates a clear summary and a personalized recommendation.

Along the way, participants apply Human-Centered AI and Responsible AI principles to design features that respect privacy, promote transparency, and support and empower users.

Intended audience: Designed for developers, university students and educators in computing sciences and related programs with a basic knowledge of Swift and Xcode. The scenario and activities can be adapted for learners at other levels.

Attribution: This Kit was created by: Elvia Rosas, Christian Castillo, Norma Balboa, Zobeida Guzmán, Eloy Loza. 
Code review and Refactoring: Leonardo González.

Usage rights: This Teaching Kit was designed to help educators and learners design, deploy, and use AI with a human-centered approach. It was created in collaboration with a network of higher education and nonprofit organizations and has been made available under the Creative Commons CC0 1.0 Universal license.

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