I‘m by no means against a high fat diet, but you CAN overeat on fat. The type of fat also matters - eating mainly omega-6 fats and low omega-3 will lead to inflammation and thus disease and potentially obesity. Easy to see from literature.

UPDATE:

Eg this article from 2009: https://www.ahajournals.org/doi/abs/10.1161/circulationaha.1...