With auditability, deep learning could revolutionise insurance industry
Summary
Deep learning has the potential to revolutionise the insurance sector – but the challenge is how to make the artificial intelligence ( AI) models auditable.By submitting your personal information, you agree that TechTarget and its partners may contact you regarding relevant content, products and special offers.As an example, he pointed to Google, which is using deep learning to amass understanding, such as identifying an image, based on collecting meta data from millions of people.Instead, Natusch argued that it is better to develop alpha prototypes in small teams, which can then be tested with colleagues and put into wider beta programmes.Specifically, Natusch recommended starting out by processing historical data, then evolving to standalone machine learning.