personalization engines

This tag covers discussions about personalization engines, particularly in the context of AI copilots and adaptive software. Content explores the historical roots of personalization technology, tracing ideas from Bill Gates and Charles Simonyi's "softer software" concept in the 1980s to modern generative models. Themes include user-centered engineering, incremental learning, and the distinction between marketing hype and practical implementation. The tag is relevant for Windows users interested in how personalization engines evolve, their role in enterprise IT, and lessons from early software design that apply to today's AI-driven personalization features.