Both of you are incorrect.
You can run full desktop Linux on the PS2 in both commercial and open source flavors (either the official Linux for PS2 disc, or the
community developed kernelloader with a method to boot it such as freemcboot or a modchip). In addition you want to have the network adapter, for obvious reasons.
Drivers are available and all the hardware is supported.