April 15, 2025:
Apple Boosts AI with Private Data Analysis - Apple is improving its AI models by privately analyzing user data with synthetic data and differential privacy. This approach involves creating synthetic messages that capture key elements of user data without containing actual content. These synthetic data embeddings are compared with real samples from opted-in users' devices to enhance model accuracy.
Initially focused on Genmoji models, Apple's method will expand to tools like Image Playground and Writing Tools. The goal is to improve features such as notification and email summaries while maintaining user privacy.
