AI Generated Content (AIGC) has received tremendous attention within the past few years, with content ranging from image, text, to audio, video, etc. Meanwhile, AIGC has become a double-edged sword and recently received much criticism regarding its responsible usage. In this vision paper, we focus on three main concerns that may hinder the healthy development and deployment of AIGC in practice, including risks from privacy, bias, toxicity, misinformation, and intellectual property (IP). By documenting known and potential risks, as well as any possible misuse scenarios of AIGC, the aim is to draw attention to potential risks and misuse, help society to eliminate obstacles, and promote the more ethical and secure deployment of AIGC. Additionally, we provide insights into the promising directions for tackling these risks while constructing generative models, enabling AIGC to be used responsibly to benefit society.
翻译:过去几年来,大赦国际生成的内容(AIGC)受到极大关注,其内容从图像、文字到音频、视频等,不一而足。与此同时,AIGC已成为一把双刃剑,最近对其负责任的使用受到大量批评。在本愿景文件中,我们侧重于可能妨碍AIGC在实践中的健康发展和部署的三个主要关切,包括隐私、偏见、毒性、误传和知识产权等风险。通过记录AIGC已知和潜在风险,以及任何可能的滥用情况,目的是提请注意潜在的风险和滥用,帮助社会消除障碍,促进以更合乎道德和安全的方式部署AIGC。此外,我们深入了解在建立基因化模式的同时应对这些风险的有希望的方向,使AIGC能够负责任地用于造福社会。</s>