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Future Trends for Human-AI Collaboration: A Comprehensive Taxonomy of AI/AGI Using Multiple Intelligences and Learning Styles

机译:人机协作的未来趋势:使用多元智能和学习方式的AI/AGI综合分类法

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摘要

This article discusses some trends and concepts in developing a new generation of future Artificial General Intelligence (AGI) systems which relate to complex facets and different types of human intelligence, especially social, emotional, attentional, and ethical intelligence. We describe various aspects of multiple human intelligences and learning styles, which may affect a variety of AI problem domains. Using the concept of "multiple intelligences" rather than a single type of intelligence, we categorize and provide working definitions of various AGIs depending on their cognitive skills or capacities. Future AI systems will be able not only to communicate with human users and each other but also to efficiently exchange knowledge and wisdom with abilities of cooperation, collaboration, and even cocreating something new and valuable and have metalearning capacities. Multiagent systems such as these can be used to solve problems that would be difficult to solve by any individual intelligent agent.
机译:本文讨论了开发新一代未来通用人工智能 (AGI) 系统的一些趋势和概念,这些系统涉及人类智能的复杂方面和不同类型的智能,尤其是社会、情感、注意力和道德智能。我们描述了多种人类智能和学习风格的各个方面,这可能会影响各种人工智能问题领域。使用“多元智能”的概念,而不是单一类型的智能,我们根据各种AGI的认知技能或能力对它们进行分类并提供工作定义。未来的人工智能系统不仅能够与人类用户和彼此交流,而且还能够有效地交流知识和智慧,具有合作、协作甚至共同创造新的有价值的东西的能力,并具有元学习能力。诸如此类的多智能体系统可用于解决任何单个智能代理都难以解决的问题。

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