Deep Science: Keeping AI honest in medicine, climate science and vision

Deep Science: Keeping AI honest in medicine, climate science and vision

2 years ago
Anonymous $LNMzUc6XNz

https://techcrunch.com/2021/06/25/deep-science-keeping-ai-honest-in-medicine-climate-science-and-vision/

Research papers come out far too frequently for anyone to read them all. That’s especially true in the field of machine learning, which now affects (and produces papers in) practically every industry and company. This column aims to collect some of the more interesting recent discoveries and papers — particularly in, but not limited to, artificial intelligence — and explain why they matter.

This week we have a number of entries aimed at identifying or confirming bias or cheating behaviors in machine learning systems, or failures in the data that support them. But first a purely visually appealing project from the University of Washington being presented at the Conference on Computer Vision and Pattern Recognition.