人机交互的新时代:主题演讲

M. Virvou
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引用次数: 2

摘要

目前,一个重大的范式转变正在发生,计算机不再仅仅执行人类的指令,而是通过它们的人工智能软件成为具有决策能力的代理。这导致了一个全新的人机交互时代,它正日益影响着所有人的工作和日常生活。人工智能在智能手机、可穿戴设备、自动驾驶汽车、智能家居、虚拟助理等各种互动应用程序中为人类提供帮助,并为人类在科学和艺术方面的成就做出贡献。人工智能减轻了人类在使用复杂软件和解决困难问题时的认知过载,它在广阔的网络空间导航中提供了方向,它通过深度学习、机器学习、决策方法、认知理论、模糊逻辑等方式,在大量积累的人类知识中提供了启发性的愿景,但结果存在一定程度的不确定性和可能的错误。然而,在这种新的互动中,人类的本性、能力、理解、情感和需求保持不变,构成了两部分对话中最重要的问题,促使人们更多地研究值得信赖和可解释的人工智能。本文旨在强调重要的优势和收获,并通过对最新技术的批判性概述以及作者个人对这种对话如何在保持可用性的同时获得更多可解释性和可信度的观点,讨论新兴的人类与人工智能交互的随之而来的挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Emerging Era Of Human-Ai Interaction: Keynote Address
At present, a major paradigm shift is taking place where computers are no longer solely executing human instructions but rather, they become agents with decision making capabilities through their AI empowered software. This leads to a whole emerging era of Human-AI Interaction which is increasingly affecting working and everyday lives of all people. The promise of AI is big in assisting humans through all sorts of interactive applications including smartphones, wearables, self-driving cars, smart homes, and offices, virtual assistants as well as contributing to the advancements of human achievements in science and arts. AI alleviates human cognitive overload both on the use of complex software and in difficult problem-solving situations, it provides orientation in the vast cyberspace navigation, it offers enlightening visions in huge accumulated human knowledge all through deep learning, machine learning, decision making methods, cognitive theories, fuzzy logic and more but with a degree of uncertainty and possible consequent errors in results. However, in this new kind of interaction, the human nature, capabilities, understanding, feelings, and needs remain unchanged and constitute the most important issue in the two-part dialogue, urging for more research on trustworthy and explainable AI.This paper aims to highlight important advantages and gains and discuss consequent challenges of the emerging human-AI interaction by presenting a critical overview of the state-of-the-art as well as the author’s personal point of view as to how this dialogue can acquire more explainability and trustworthiness while preserving usability.
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