Multimodal datasets: misogyny, pornography, and malignant stereotypes

We have now entered the era of trillion parameter machine learning models
trained on billion-sized datasets scraped from the internet. The rise of these
gargantuan datasets has given rise to formidable bodies of critical work that
has called for caution while generating these large datasets. These a…