That is also correlated with the multiple of tropical diseases wiping out traders and settlers until the 1800s or so.

Tsetse flies in East Africa killing cattles and horses... Allowing local hunter-gatherers to survive herders and farmers expansions until recently enough. And empires don't really spawn in non-food-producing cultures.