To look at one extreme example, Neanderthal stone tools (Mousterien) haven't changed very much over 100 000 years of their existence.
Archaeological horizons and the lack thereof are only partly related to the societies that produced them.
If you're just getting into the subject of what ancient societies looked like and how diverse they could be, I'd recommend Dawn of Everything as an approachable instruction to the topic.
A life of a person in 8000 BC was not that different from life of a person in 7000 BC. For a person from 1000 AD, the world of 2000 AD would be wholly unrecognizable.
Highly organized societies tend to transform their environment very thoroughly - just look at all the Roman buildings and facilities that still dot the landscape from Spain to the Levant. A rural society wouldn't be capable of building something like that.
But that happened under a strong, merciless pressure from other industrialized nations. Nature acts way more slowly that Commodore Perry did and the adaptations are much slower, too.
What about Çatalhöyük? 7000 BC puts you around the zenith. Not far away in Mesopotamia, 7000 BC would also be about the start of the Hassuna period, the first development of pottery in the region [1]. In general, 8000-7000BC is seeing major progression in the Neolithic Revolution, so the life of a person in 7000 BC is perhaps as different from 8000 BC. as 2000 AD would be for someone in 1000 AD.
[1] And it's worth noting that pottery is, archaeologically speaking, basically the best tool we have for identifying changes in illiterate societies. Pre-pottery, there usually isn't enough surviving remnants of society to make good guesses as to the cultural practices of that society.
It is not even about ethnicity. For example, the Incan empire developed very fast and reached Roman-like levels of complexity and political power in mere decades after its founding, in fact much faster than the Romans themselves once did.
In the meantime, hunters and gatherer's way of life in other parts of the world, including Europe (such as the Sami in Lappland), barely changed over centuries.
Dawn of Everything, or something other?
I read that part of the review as saying complex societies have 'bucked the trend' by not being -as- prone to collapse; but with a big caveat that it looks like complex societies may operate on longer time scales, so the collapse might be staved off for longer. It's an open question about what 'long enough' would look like though, one that's probably beyond the author's scope.