Evolution of Model Cards, System Cards, and Prompts for AI Models

The chapter explores the evolution of model cards and system cards in the AI field, focusing on the concept's origin at Google and its expansion to various documentation forms. It discusses the importance of creating system cards for AI systems like DALL-E 2 to provide transparency on capabilities and limitations, emphasizing the need for continuous learning and updates in policies. The chapter also delves into the engineering of prompts for large language model-based systems like Dolly 2, detailing the advancements in fine-tuning models to generate desired outputs and the challenges in responsibly deploying AI models for tasks like coding.