伦理型ChatGPT:关注点、挑战与戒律
Ethical ChatGPT: Concerns, Challenges, and Commandments
AI总结:
本文针对ChatGPT等大型语言模型存在的偏见、隐私和滥用等伦理问题,分析其作为“统计相关性机器”在不同应用中的关键挑战,并为不同利益相关者提出可操作的伦理使用戒律清单。
摘要:
大型语言模型(如ChatGPT)目前正极大地推动人工智能变得更加普及,尤其是在普通大众中。然而,此类聊天机器人模型是作为支持人类之间自然语言交流的工具而开发的。问题在于,它在很大程度上是一个“统计相关性机器”(相关性而非因果性),并且使用ChatGPT等AI语言模型确实存在伦理方面的关注,例如偏见、隐私和滥用。本文着重指出ChatGPT的具体伦理关注点,并阐明ChatGPT在各种应用中使用时的关键挑战。同时,为ChatGPT的不同利益相关者提出了实用的戒律,这些戒律可作为在其应用中应用ChatGPT的人员的清单指南。这些戒律示例有望激励对ChatGPT的伦理使用。
英文摘要:
Large language models, e.g. ChatGPT are currently contributing enormously to make artificial intelligence even more popular, especially among the general population. However, such chatbot models were developed as tools to support natural language communication between humans. Problematically, it is very much a ``statistical correlation machine" (correlation instead of causality) and there are indeed ethical concerns associated with the use of AI language models such as ChatGPT, such as Bias, Privacy, and Abuse. This paper highlights specific ethical concerns on ChatGPT and articulates key challenges when ChatGPT is used in various applications. Practical commandments for different stakeholders of ChatGPT are also proposed that can serve as checklist guidelines for those applying ChatGPT in their applications. These commandment examples are expected to motivate the ethical use of ChatGPT.
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。