高度先进大语言模型的治理与利用中的伦理人工智能原则与指南
Ethical Artificial Intelligence Principles and Guidelines for the Governance and Utilization of Highly Advanced Large Language Models
AI总结:
针对先进大语言模型伦理治理缺失的问题,本文探讨了可应用于高度先进LLMs的伦理AI原则与指南,以应对其潜在后果。
摘要:
鉴于ChatGPT、LaMDA及其他大语言模型(LLMs)的成功,技术行业及其他行业中对LLMs的开发和使用有所增加。虽然LLMs的水平尚未达到超越人类智能的程度,但终将会有那么一天。此类LLMs可被称为先进LLMs。目前,由于我们尚未达到这一阶段,针对先进LLMs的伦理人工智能(AI)原则和指南的使用有限。然而,这是一个问题,因为一旦我们达到该阶段,我们将无法以合乎伦理且最优的方式充分应对其后果,这将导致不良和意外的后果。本文通过讨论哪些伦理AI原则和指南可用于应对高度先进的LLMs来解决此问题。
英文摘要:
Given the success of ChatGPT, LaMDA and other large language models (LLMs), there has been an increase in development and usage of LLMs within the technology sector and other sectors. While the level in which LLMs has not reached a level where it has surpassed human intelligence, there will be a time when it will. Such LLMs can be referred to as advanced LLMs. Currently, there are limited usage of ethical artificial intelligence (AI) principles and guidelines addressing advanced LLMs due to the fact that we have not reached that point yet. However, this is a problem as once we do reach that point, we will not be adequately prepared to deal with the aftermath of it in an ethical and optimal way, which will lead to undesired and unexpected consequences. This paper addresses this issue by discussing what ethical AI principles and guidelines can be used to address highly advanced LLMs.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。