The Neo 2 at 8 GB is not in Apple's best interests IMO, even despite the cost of memory these days. 12 GB from a software and OS point of view makes the most sense. They've already deemed an iPhone needs 12 GB RAM, and macOS generally is more RAM hungry than iPhones. And in fact, the Neo 1 already lags. 12 GB is the sweet spot, and they already have the 12 GB A19 Pro SoC in production so there's a strong chance they'll continue to use it. Cost is indeed an issue, but like I said before, I wouldn't be surprised if they raised the price again to accommodate it. However, I also said they can change the memory. So I wouldn't completely dismiss your prediction of a 9 GB MacBook Neo, but I certainly wouldn't count on it.
BTW, Apple says the latest AI features need 12 GB in an Apple Silicon Mac, but no such Mac even exists.
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Heh. Back in the day, way back in 2020, I had predicted a possible A14 MacBook. I was of course dead wrong, and it took 6 years for Apple to release something similar.