Explainable Artificial Intelligence and its potential within Industry

Saad Mahamood
2019 Proceedings of the 1st Workshop on Interactive Natural Language Technology for Explainable Artificial Intelligence (NL4XAI 2019)   unpublished
The age of Big Data has enabled the creation of artificial intelligence solutions that has allowed systems to better respond to their users requests and needs. Applications such as recommender systems, automated content generation systems, etc. are increasingly leveraging such large amounts of data to make better informed decisions about how to tailor their output appropriately. However, the opaqueness of these AI systems in how they derive their decisions or outputs has led to an increasing
more » ... l for transparency with increasing concerns for the potential of bias to occur in areas such as finance and criminal law. The culmination of these calls have lead to tentative legislative steps. For example, the "Right to explanation" as part of the recently enacted European Union's General Data Protection Regulation.
doi:10.18653/v1/w19-8401 fatcat:aam5dxihgnfo3fgr4mf5mxlda4