GKE runs Google's "Container Optimised" OS. It's just a bare-bones Linux designed for security and performance running containers, very similar to Talos.
Ssh into the nodes and poke around. Interesting FS layout, my typical probing commands didn't work and couldn't figure out the package manager or distro for a while, it was my firsr exposure to chromium os.