That was true of linux in the 1990s but modern linux kernels see 4 GB
RAM with no problem.

If you have more than 4 GB, you may benefit from 64 bit OS but the
benefit will probably not be noticeable unless you have a big machine,
e.g. > 8 GB RAM. OTOH application compatibility is known to be better
with 32 bit OSes.