ruipinglua

This image is an infographic detailing the progression and complexity increase in AI platforms over time. It starts with traditional software and data focusing on structured data and manual programming, then moves to classical machine learning with feature engineering and supervised learning. The next stage is deep learning and neural networks emphasizing representation learning with multi-layer networks for computer vision and natural language processing. Following this is the foundation models and generative AI phase, highlighting large language models with transformer architectures and creative generation. The final stage involves autonomous AI agents and agentic workflows, demonstrating systems with memory, goals, perception, planning, acting, evaluation, collaboration, and real-world interaction. The infographic uses colorful icons, brains, network diagrams, and arrows to convey the increasing evolution and complexity of AI technologies.