BOOKS - Next Generation AI Language Models in Research Promising Perspectives and Val...
Next Generation AI Language Models in Research Promising Perspectives and Valid Concerns - Kashif Naseer Qureshi, Gwanggil Jeon 2025 PDF | EPUB CRC Press BOOKS
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Next Generation AI Language Models in Research Promising Perspectives and Valid Concerns
Author: Kashif Naseer Qureshi, Gwanggil Jeon
Year: 2025
Pages: 349
Format: PDF | EPUB
File size: 26.8 MB
Language: ENG



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The book "Next Generation AI Language Models in Research: Promising Perspectives and Valid Concerns" explores the latest advancements in artificial intelligence language models and their potential applications in various fields. The author delves into the development of these models, their capabilities, and limitations, and the ethical considerations surrounding their use. The book provides a comprehensive overview of the current state of AI language models and their future prospects, highlighting both the promising perspectives and valid concerns that arise from their increasing presence in our lives. The book begins by discussing the evolution of AI language models, tracing their origins and the factors that have contributed to their rapid growth and improvement. The author explains how these models have become more sophisticated and accurate over time, allowing them to perform tasks that were previously thought to be the exclusive domain of humans, such as understanding natural language and generating coherent responses. The book also examines the various approaches to developing AI language models, including deep learning techniques and the use of large datasets to train these models. One of the key strengths of the book is its ability to explain complex technical concepts in an accessible and easy-to-understand manner. The author uses relatable analogies and examples to help readers grasp the nuances of AI language models and their applications. For instance, the book compares the process of training an AI language model to teaching a child to speak and understand language, emphasizing the importance of exposure to diverse linguistic inputs and feedback in shaping the model's performance. This approach makes the book an excellent resource for those who are new to the field of AI research or looking to gain a better understanding of the technology.
В книге «Языковые модели искусственного интеллекта следующего поколения в исследованиях: перспективные перспективы и обоснованные проблемы» рассматриваются последние достижения в языковых моделях искусственного интеллекта и их потенциальное применение в различных областях. Автор углубляется в разработку этих моделей, их возможности и ограничения, а также этические соображения, связанные с их использованием. Книга содержит всесторонний обзор текущего состояния языковых моделей ИИ и их будущих перспектив, подчеркивая как многообещающие перспективы, так и обоснованные проблемы, возникающие в связи с их растущим присутствием в нашей жизни. Книга начинается с обсуждения эволюции языковых моделей ИИ, отслеживания их происхождения и факторов, которые способствовали их быстрому росту и улучшению. Автор объясняет, как эти модели стали более сложными и точными с течением времени, позволяя им выполнять задачи, которые ранее считались исключительной областью людей, такие как понимание естественного языка и выработка согласованных ответов. В книге также рассматриваются различные подходы к разработке языковых моделей ИИ, включая методы глубокого обучения и использование больших наборов данных для обучения этих моделей. Одной из ключевых сильных сторон книги является её способность объяснять сложные технические концепции в доступной и простой для понимания манере. Автор использует релятивные аналогии и примеры, чтобы помочь читателям понять нюансы языковых моделей ИИ и их применения. Например, в книге сравнивается процесс обучения языковой модели ИИ с обучением ребенка говорить и понимать язык, подчеркивая важность воздействия различных лингвистических факторов и обратной связи при формировании эффективности модели. Такой подход делает книгу отличным ресурсом для тех, кто является новичком в области исследований ИИ или хочет лучше понять технологию.
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