Название: AI iQ for a Human-Focused Future: Strategy, Talent, and Culture
Автор: Seth Dobrin
Издательство: CRC Press
Серия: Chapman & Hall/CRC Artificial Intelligence and Robotics Series
Год: 2025
Страниц: 265
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB
AI iQ for a Human-Focused Future: Strategy, Talent, and Culture offers a pioneering approach to integrating Artificial Intelligence (AI) and Generative AI (GenAI) in business, emphasizing a business strategy first mindset over a technology-centric one. The book challenges the usual hype surrounding AI, advocating for a more realistic perspective. It delves into the evolution of AI, from traditional Data Science and Machine Learning to GenAI, all through the lens of strategic business application. Unlike other texts, it moves away from case studies, favoring practical, real-world advice from extensive field experience. The book presents strategies for creating an environment that not only accepts but thrives on AI, focusing on strategic leadership, talent development, and inclusivity. It highlights crucial roles, such as the Chief AI Officer, and emphasizes the importance of diversity in AI teams. In November 2022, GenAI took off when OpenAI released ChatGPT. This conversational interface allows anyone who can type or speak to interact with the model. ChatGPT was initially a front end for GPT-3 (Generative Pre-trained Transformer version 3). GenAI is not a new technology. ChatGPT is merely a way for the public to use GenAI. Like statistics, Machine Learning, and Deep Learning, GenAI is part of a hierarchy as well. The base of the hierarchy is Deep Learning. The first layer under that is a concept known as foundation models. These Deep Learning models are pre-trained on an extensive data set (in the case of ChatGPT, a considerable portion of the internet). Foundation models train on a specific domain. Then, one can apply the model to their proprietary data to get the power of the extensive data without having the data, the skill, or the resources it took to build the foundation model. GenAI is a foundation model pre-trained on vast data sets to generate new data. GenAI comes in multiple flavors: language, speech, text, image, video, 3D images, and scientific-focused models (genetics, chemistry, pharmaceuticals, etc.). To sum this up. ChatGPT is a large language model, a kind of GenAI, and various foundation models, Deep Learning, and Machine Learning models, all based on statistics.
