General Purpose AI Models vs Machine Learning: Complete Comparison

General Purpose AI (GPAI) models like ChatGPT and Claude are broad systems designed to handle multiple tasks across diverse domains, while Machine Learning (ML) focuses on training algorithms on specific datasets to solve particular problems. GPAI represents the frontier of AI development pursued by companies like OpenAI and Google, whereas ML is the foundational methodology that powers both general and specialized AI systems.