计算机科学
感知
国家(计算机科学)
价值(数学)
人性
复制
存在主义
机制(生物学)
人工智能
人机交互
机器学习
生物
统计
认识论
哲学
神经科学
数学
神学
算法
作者
Mohammad Fasha,Bassam Hammo,Nadim Obeid,Jabir Widian
标识
DOI:10.14569/issn.2156-5570
摘要
To build a safe system that would replicate and perhaps transcend human-level intelligence, three basic modules: objective, agent, and perception are proposed for development. The objective module would ensure that the system acts in humanity's interest, not against it. It would have two components: a network of machine learning agents to address the problem of value alignment and a distributed ledger to propose a mechanism to mitigate the existential threat. The agent module would further develop the Dyna concept and benefit from a treatise in sociology to build the missing link of artificial general intelligence - a world simulator. The perception module would estimate the state of the world and benefit from existing machine learning algorithms enhanced by a new paradigm in hardware design - a quantum computer. This paper describes a way in which such a system could be built, analyzing the current state of the art and providing alternative directions for research rather than concrete, industry-ready solutions.
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