There is evidence that Bioshock may be getting a collection. Presumably including Bioshock 1 and 2 as well as Infinite. First there was a listing at a South African retailer for the collection on current gen systems.
Most recently there is a listing on the Brazil Advisory Rating Board showing Bioshock: The Collection listed for current and last gen systems. This is all just speculation of course. There has been no official announcement so take this all with a grain of salt.
I think this would be a nice little collection. It would be cool to replay these already good looking games with a new shine on them. Although sometimes I wonder if remakes are worth it. If this collection is going to happen, I wonder if they'll add some extra incentive.
I just hope it's not as much of a mess as The Silent Hill collection was.
Related Game(s): bioshock, bioshock 2, bioshock infinite