The "rumors" came form a screenshot used in the initial SteamOS campaign. Worst case, it it was just a reference for streaming games over a local network connection. Best case, there will be a Linux port.
No announcement yet.
Valve Has Come A Long Way: 2 Years Ago They Were Linux Headhunting