Well, I had Blake pegged as Robin as soon as he told Bruce that he was an orphan and knew that Bruce was Batman, the cherry on top being that Joseph Gordon-Levitt was physically evoking the traditional depictions of Robin closely enough.
By the end of the film, though, it's clear that his destiny in the Nolanverse is not simply to be Batman's sidekick, but rather to be his successor.