The model that never saw an intersection
· 5 min read
We spent a night trying to make our neural address parser less cocky. We ended it having learned something more useful. The model wasn't cocky — it was uninformed. It had never been shown whole categories of address.
This is the story of chasing the wrong number, and the diagnostics that pointed at the right one.
