Understanding Generative Ai
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Understanding Generative AI in a Cultural Context: Artificial Myths and Human Realities
The interplay between artificial intelligence (AI) and cultural dynamics is reshaping communication practices in the digital era, highlighting how technology and culture influence each other. Generative AI technologies, deeply embedded in cultural contexts, are transforming how individuals and societies interact, share ideas, and create meaning. Understanding these interactions requires diverse methodologies and perspectives to capture the complexity of AI’s role in cultural evolution. This exploration helps illuminate the broader societal impact of AI, offering insights into its potential to shape communication and cultural practices worldwide. Understanding Generative AI in a Cultural Context: Artificial Myths and Human Realities explores the nuanced interactions between AI, cultural dynamics, and communication practices within the digital landscape. It offers a multidisciplinary examination of how generative AI technologies are reshaping the contours of digital life, focusing on how these technologies are influenced by cultural contexts and how they, in turn, influence cultural and communicative practices. Covering topics such as AI Influencers, human-AI interaction, and storytelling, this book is an excellent resource for academicians, researchers, scholars, students, policymakers, technologists, industry professionals, librarians, and more.
Generative Deep Learning
Author: David Foster
language: en
Publisher: "O'Reilly Media, Inc."
Release Date: 2019-06-28
Generative modeling is one of the hottest topics in AI. It’s now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With this practical book, machine-learning engineers and data scientists will discover how to re-create some of the most impressive examples of generative deep learning models, such as variational autoencoders,generative adversarial networks (GANs), encoder-decoder models and world models. Author David Foster demonstrates the inner workings of each technique, starting with the basics of deep learning before advancing to some of the most cutting-edge algorithms in the field. Through tips and tricks, you’ll understand how to make your models learn more efficiently and become more creative. Discover how variational autoencoders can change facial expressions in photos Build practical GAN examples from scratch, including CycleGAN for style transfer and MuseGAN for music generation Create recurrent generative models for text generation and learn how to improve the models using attention Understand how generative models can help agents to accomplish tasks within a reinforcement learning setting Explore the architecture of the Transformer (BERT, GPT-2) and image generation models such as ProGAN and StyleGAN
You & AI: A Guide to Understanding How Artificial Intelligence Is Shaping Our Lives
Author: Anne Scherer
language: en
Publisher: BoD – Books on Demand
Release Date: 2023-04-11
As we increasingly integrate artificial intelligence (AI) into our everyday lives, many pressing questions remain: What exactly is AI, and how does it differ from human intelligence? How will AI influence our future, and what challenges must we overcome to develop ethical AI? Explore the exciting world of AI and its impact on our daily lives and society with this ultimate guide. Dr. Anne Scherer and Dr. Cindy Candrian reveal everything about the latest scientific findings on the big questions of AI. Discover the evolution of AI and how unconscious perceptions can influence our trust in it. Learn more about the creativity of machines and how our data is used by AI. With this book, you will learn how to harness the power of AI to make better decisions and what to pay particular attention to, so you don't inadvertently get manipulated, deprived of your abilities, or led to discriminatory decisions. Are you ready to unlock the secrets of "You & AI"? Then this book is perfect for you.