So long as the computer supports an instruction set from like the last 30 years you can run the latest kernel.
Here's a 133 Mhz Pentium running Gentoo with a very recent kernel.
I'd probably recommend something like Debian though unless you are really pushing the limits of the hardware.
As far as I know. nothing done in that video would be impossible on the latest kernel. Everything would compile and run comparably.