Recent advances in artificial intelligence (AI) have achieved human-scale speed and accuracy for classification tasks. In turn, these capabilities have made AI a viable replacement for many human activities that at their core involve classification, such as basic mechanical and analytical tasks in low-level service jobs. Current systems do not need to be conscious to recognize patterns and classify them. However, for AI to progress to more complicated tasks requiring intuition and empathy, it must develop capabilities such as metathinking, creativity, and empathy akin to human self-awareness or consciousness. We contend that such a paradigm shift is possible only through a fundamental shift in the state of artificial intelligence toward consciousness, a shift similar to what took place for humans through the process of natural selection and evolution. As such, this paper aims to theoretically explore the requirements for the emergence of consciousness in AI. It also provides a principled understanding of how conscious AI can be detected and how it might be manifested in contrast to the dominant paradigm that seeks to ultimately create machines that are linguistically indistinguishable from humans.
翻译:反过来,这些能力又使AI成为许多人类活动的一个可行的替代物,其核心是分类,例如低层次服务工作中的基本机械和分析任务。目前的系统不需要有意识地识别和分类模式;然而,要使人工智能发展到需要直觉和同情的更复杂的任务,它就必须发展出与人类自我意识或意识相近的元思维、创造力和同情等能力。我们主张,只有从根本上改变人工智能状态,转向意识,通过自然选择和演进过程,与人类发生的情况相类似,才能实现这种范式转变。因此,本文旨在从理论上探讨在人工智能中产生意识的要求。它也提供了一种原则性的理解,说明意识AI是如何被察觉的,以及它可能如何与试图最终创造在语言上与人类不相容的机器的主导范式形成对比。