You can’t unsee things.
Contrary to popular belief, knowing more is not always better.
Here, I want to make my case using one example: the test data that we use to evaluate our models.
Let me convince you that your biases are a constant threat to your work, and sometimes, the only solution is to remove ourselves from the picture.
Have a great weekend, everyone!