Individual process nodes aside there are physical limits to how small things can get. Some of that is a tricky engineering problem, but after that is hard reality. It won't be a matter of scaling down when there's no down left.
Sorry folks, it's been on life support for a decade and it's pretty much dead now. That's why they are talking about "scaling" with stacking nanowires.* That's why they stopped the whole nanometer talk. They knew since HKMG(nevermind FinFET) that Moore's Law was on it's deathbed. Actually it had to be admitted to the hospital since the 0.13u era.
The real Moore's Law states that it allows
monolithic silicon to achieve significantly better scaling which results in much better performing and lower power transistors.
Now the advancements are being closer to non-semi tech now, where the gains are hard and small. Engine technology, genetics, drive systems, architecture all advance with hard work. Until recently semi got to avoid that and get the massive gains for "free".
Chiplets, Foveros, 3D stacking, CoWoS, HBM, you name it, they all significantly raise complexity. You think they are all free? Chip and computer prices came down for decades in absolute value terms nevermind inflation adjusted rates. The top "consumer" chip is at $800 now. They will not directly admit it but will continue to raise prices, using clever marketing tricks. Of course they will try admantly to keep profits and margins. HEDT, Core i3/i5/i7 branding, they are all tactics.
I remember a Dell ad that showed $7,000 desktop PCs. That went down to $1,000. And it's increasing again.
Also is true in terms of power because the HPC community is talking about 1KW accelerators coming very soon. 600W for OAM Ponte Vecchio? Child's play! Consumer GPUs are going to reach 500W very soon, possibly soon as Lovelace/RDNA3 generation, based on the fat PCIe5 power connectors.
*They are all tricks.
-HKMG: Moving to Hi-K material to use a 3nm thick dielectric but have "effective performance as a 1.2nm pre-Hi-K material
-FinFET: You raise the gate structure and also allow having multiple gates to improve performance
-Nanowires: Multiple gates on one transistor, much easier!
-N/P transistors: stacking N and P channel transistors on top of each other
As an overall size I think they stopped at the 10-20nm range. You can argue until your face is blue and some parts are smaller than the others but pretty much it has stopped. This is roughly similar to NAND using larger transistors but stacking them instead.
By the way the company that leads will reach that limit faster. Intel in a way had issues because they were leading quite a bit. The DRAM scaling advances at 1/3rd the rate of CPUs and GPUs because their cell size is a fraction of those used in SRAM, even when normalizing for 1T+1C vs 6T/8T.