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Tag: HumanLevel

  • Toward Human-Level Artificial Intelligence: How Neuroscience Can Inform the Pursuit of Artificial General Intelligence or General AI

    Toward Human-Level Artificial Intelligence: How Neuroscience Can Inform the Pursuit of Artificial General Intelligence or General AI


    Price: $54.95 – $43.96
    (as of Dec 25,2024 01:11:52 UTC – Details)




    Publisher ‏ : ‎ CRC Press; 1st edition (September 18, 2024)
    Language ‏ : ‎ English
    Paperback ‏ : ‎ 176 pages
    ISBN-10 ‏ : ‎ 1032829079
    ISBN-13 ‏ : ‎ 978-1032829074
    Item Weight ‏ : ‎ 11.6 ounces
    Dimensions ‏ : ‎ 0.41 x 6.14 x 9.21 inches


    In recent years, the field of artificial intelligence (AI) has made significant advancements, with machines now able to perform complex tasks such as image recognition, natural language processing, and playing games at a level that rivals or surpasses human performance. However, despite these achievements, we are still far from achieving artificial general intelligence (AGI) or what is often referred to as human-level AI.

    One approach that holds great promise in advancing the development of AGI is to draw inspiration from the field of neuroscience. By studying how the human brain processes information, learns, and makes decisions, we can gain valuable insights into the underlying principles that govern intelligence. This knowledge can then be used to inform the design and development of AI systems that are capable of exhibiting similar levels of flexibility, adaptability, and generalization as human intelligence.

    Neuroscience can help us understand how the brain encodes and represents information, how it learns from experience, and how it performs complex cognitive tasks such as reasoning, problem-solving, and decision-making. By incorporating these insights into AI algorithms and architectures, we can build systems that are not only capable of performing specific tasks but also of learning new tasks and adapting to new environments in a way that is more human-like.

    Moreover, neuroscience can also provide valuable guidance on how to ensure that AI systems are safe, transparent, and ethical. By understanding how the human brain processes emotions, values, and ethical principles, we can design AI systems that are aligned with human values and that can interact with humans in a more natural and empathetic manner.

    In conclusion, by leveraging the insights and principles from neuroscience, we can make significant progress toward the development of AGI or human-level AI. This interdisciplinary approach holds the key to unlocking the full potential of AI and creating intelligent systems that can truly understand, interact with, and ultimately benefit humanity.
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