Adult Neurons do keep growing
Contrary to past beliefs, the adult human brain continues to generate new neurons, particularly in the hippocampus, supporting memory and learning functions.
adult neurogenesis in the human hippocampus

Contrary to past beliefs, the adult human brain continues to generate new neurons, particularly in the hippocampus, supporting memory and learning functions.