My favorite weird physical scaling limit in computing is that you can't tile a 3D networked grid of computers indefinitely because you eventually create a black hole: https://en.wikipedia.org/wiki/Schwarzschild_radius#Calculating_the_maximum_volume_and_radius_possible_given_a_density_before_a_black_hole_forms. Whereas you can in theory tile the computers in a 2D network indefinitely (edit: nevermind, you have this problem in 2D too, so you need 1D tiling).
@pervognsen
why's that not a problem in 2D?
Consider a flat disk of computers with height H and radius r, and density ρ.
V = H * πr²
M = ρ H π r²
to be a black hole, it needs
rc² <= 2GM
r c² <= 2G ρ H π r²
c² <= 2π * G ρ H r
r >= c² / ( 2πGρH )
