I work in a field where the training data is extremely sparse because labeled data is incredibly time consuming and labor intensive to come by. There’s ways to

I work in a field where the training data is extremely sparse because labeled data is incredibly time consuming and labor intensive to come by. There’s ways to automate labeling, but I don’t really trust those methods fully cause I’ve seen how the sausage is made, so to say. Everybody and their dog is trying to do machine learning, but I question how useful or real the results are because I know that the data underlying the models is of questionable quality. I don’t know what’s next for the field, but it’ll probably be some high profile disaster.