Introduction to Large Language Models for Business Leaders: Responsible AI Strategy Beyond Fear and Hype

Responsible AI Strategy Beyond Fear and Hype - 2024 EditionFinalist for the 2023 HARVEY CHUTE Book Awards recognizing emerging talent and outstanding works in the genre of Business and Enterprise Non-Fiction.In this comprehensive guide, business leaders will gain a nuanced understanding of large language models (LLMs) and generative AI. The book covers the rapid progress of LLMs, explains technical concepts in non-technical terms, provides business use cases, offers implementation strategies, explores impacts on the workforce, and discusses ethical considerations. Key topics include: The Evolution of LLMs: From early statistical models to transformer architectures and foundation models. How LLMS Understand Language: Demystifying key components like self-attention, embeddings, and deep linguistic modeling. The Art of Inference: Exploring inference parameters for controlling and optimizing LLM outputs. Appropriate Use Cases: A nuanced look at LLM strengths and limitations across