Sometimes your models fail because the world breaks. Sometimes your models die because your observations of the world break. The distinction is harder to discern than you think.

Understanding the difference and how to conquer semantic drift leads to much more powerful models.

#data-engineering #data-science #product-management #big-data #concept-drift