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The Other Deep Learning Data Problem: Even Good Data Isn't Enough, Algorithms Must Be Trustworthy

In the early days of computing, there was an acronym: GIGO. It stands for Garbage In, Garbage Out. The few people in the mainframe industry understood that if the data going into the system wasn't good then than what came out wasn't accurate information. The advent of the PC meant far more people began using computers, and most of them understood far less than the early programmers and users. A pundit pointed out the GIGO began to mean Garbage In, Gospel Out.