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1 What Is Generative AI? Over the last decade, deep learning has evolved massively to process and generate unstructured data like text, images, and video. These advanced AI models have gained popularity in various industries, and include large language models (LLMs ). There is currently a signi昀椀cant level of fanfare i... |
What Is Generative AI? 2 Introducing generative AI In the media, there is substantial coverage of AI-related breakthroughs and their potential impli-cations. These range from advancements in Natural Language Processing (NLP ) and computer vision to the development of sophisticated language models like GPT-4. Particular... |
Chapter 1 3 Y ou can see signi昀椀cant improvements in recent years in this benchmark. Particularl y, it highlights the progress of the models provided through a public user interface by Open AI, especially the improvements between releases, from GTP-2 to GPT-3 and GPT-3. 5 to GPT-4, although the results should be taken ... |
What Is Generative AI? 4 For example, GPT-4 could be considered a polymath that works tirelessly without demanding compensation (beyond subscription or API fees), pro viding competent assistance in subjects like mathematics and statistics, macroeconomics, biology, and law (the model performs well on the Uniform Bar Exa... |
Chapter 1 5 Figure 1. 2: ML in a suit. Generated by a model on r eplicate. com, Diffusers Stable Diffusion v2. 1 It's worth distinguishing more clearly between the terms generative model, arti昀椀cial intelligence, machine learning, deep learning, and language model: Arti昀椀cial Intelligence (AI) is a broad 昀椀eld of compute... |
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