The AI Factory: A 2024–2025 Overview of AI-Optimized Data Centers and the Colossus Archetype

An analysis of the technical, financial, and environmental dimensions of the AI Factory era — anchored by a deep dive into xAI's Colossus supercomputer as the defining archetype of 2024–2025 AI infrastructure.