99% Accuracy = 99% Lie

Plain English intro to your first AI project: why the idea of accuracy is dangerous and why 99% is probably not the number you need.

Upwork and the Curse of WYSIATI

How an innocent-looking cognitive bias can ruin your machine learning project before it even starts. This was demonstrated on a mystery shopping experiment we conducted on Upwork.