AI Use Case

Generate works of literary fiction

Machine learning can be use to generate works of fiction - the algorithm will recreate common patterns of wording in a way that implies artistic output. However, the machine does not understand what it has created - and there remains significant scepticism as to the average quality of output. It may be argued that this is a broader issue of what constitutes art.

Function

Benefits

Revenue - New service

Case Studies

XiaoIce~The XiaoIce chatbot automatically generates poems based on images using neural networks,"IBM Research~Researchers at IBM Research Australia, the University of Toronto, and University of Melbourne build model to generate sonnets using deep learning",Ross Goodwin~Ross Goodwin trained a system to generate literary travel fiction using neural networks

Potential Vendors

Microsoft,IBM Research,Nvidia

Industry

Technology

Internet Services Consumer

Data Sets

Text

AI Technologies

Model Architecture - Recurrent Neural Network (RNN),Model Architecture - Convolutional Neural Network (CNN),Machine Learning (ML),ML Task - Prediction - Generation