Implementing Gen AI in Organizations

The chapter explores the process of integrating Gen AI into organizations, stressing the need for mathematical expertise, ample resources, and substantial investments. It discusses alternative approaches like utilizing external services and leveraging existing ML data teams. Additionally, the chapter delves into fine-tuning language models, supervised fine-tuning, preference alignment, and advanced techniques for combining models to enhance performance.