They’re called camel spiders, but they aren’t spiders. They’re a completely different type of arachnid. The collective term for them is solifuge.
The reason they chase people is because they’re looking for shade. And despite their large fangs, they aren’t venomous.
And the ones in America (like this one I found) are barely an inch long.