https://www.bbc.com/news/world-middle-east-58570259
Which makes the argument of the Sphinx less compelling.
The major new tool we have is ancient DNA and the results we've gotten from it broadly rule out most of the 'expected' ways we'd see an advanced, ancient society.
As for that default, most archaeologists would not agree with what you've described. Everyone can point to cultures like the natufians as pre-YD societies that weren't fully nomadic and you can trace that stuff to through the Holocene and later 'civilizations' like Egypt and mesopotamia. Most archaeologists are also open to the idea that there was a tremendous amount of social and political diversity in the late pleistocene that isn't fully apparent in the material record, but this is more of a widespread hunch that doesn't yet have enough evidence to be called consensus.
I mean, there's no way to un-see this way of reading "evidence" after realizing how much humanity has yet to learn, yet there's a class of people who's confident that they're really knowledgable about stuff.
Yet, the Valley Temple and Menkaure pyramid come out 500 years older than the official numbers. (With wide error bars, it must be said.)
What we have of the neolithic period is mysterious granite objects and other hard stones. These granite pieces are hard to build, but we have no basis to assess whether they were carved with primitive tools over generations or quickly using greater application of labor and better tools. Due to the difficulty in dating granite, it's also unclear "who" made the object - this gets exceptionally pronounced when looking at artifacts in the Andes or northern europe.
IMHO the only way this changes is if we get better at marine archeology, detecting signs of civilization via environmental changes (e.g. terra preta in the Amazon) or improve climate modeling to look for places where civilization was but is no longer.