合成的书

Varvara Guljajeva
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引用次数: 3

摘要

本文探索了人工智能技术(如GPT-2和GPT-3)辅助书写语言的新方式。论文中提出的问题不是这些新技术是否最终会取代有作者的书籍,而是如何与这些出版物联系起来并将其置于环境中,以及它们背后是什么样的新工具、过程和思想。为此,本文提出了合成图书的新概念。它代表通过部署人工智能技术创建的出版物,更准确地说,是能够生成类似人类文本的自回归语言模型。结合案例分析,论述了综合图书的价值和合理性。这篇论文强调,当涉及到人工智能生成内容时,艺术质量是一个问题。本文介绍了一些项目,这些项目结合了基于深度学习的语言模型,展示了艺术家和/或观众的互动输入。最后,本文着重探讨了艺术语境下书面语的神经美学。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Synthetic Books
The article explores new ways of written language aided by AI technologies, like GPT-2 and GPT-3. The question that is stated in the paper is not about whether these novel technologies will eventually replace authored books, but how to relate to and contextualize such publications and what kind of new tools, processes, and ideas are behind them. For that purpose, a new concept of synthetic books is introduced in the article. It stands for the publications created by deploying AI technology, more precisely autoregressive language models that are able to generate human-like text. Supported by the case studies, the value and reasoning of the synthetic books are discussed. The paper emphasizes that artistic quality is an issue when it comes to AI-generated content. The article introduces projects that demonstrate an interactive input by an artist and/or audience combined with the deep-learning-based language models. In the end, the paper focuses on understanding the neural aesthetics of written language in the art context.
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