> Do you have to read everything in a dataset with your own eyes to make sense of it?

I mean, if you don't read it yourself, you're going to have to rely on _something/someone_ to filter/summarise the output, and at that point you might as well just accept that you'll never truly understand the entire thing?

I'll agree that we can do meaningful work (like reducing bias) without reading the entire dataset ourselves, but that doesn't reduce the fact that we cannot read everything that's going into these machines.