PAC Learning Or: Why We Should (and Shouldn't) Trust Machine Learning

This interactive article presented a game that helps the reader understand how machine learning models can fail in applied machine learning use cases. It uses visualization to illustrate a thought experiment presented in a famous learning theory paper from the 1980s. I presented this article at the 6th workshop on Visualization for AI Explainability at the 2023 IEEE VIS conference. It received a Best Submission award.