By this I meant: when you design your app side effects free, etc, will F# code be automatically distributed across all cores?
F# does not make it automatic, it just makes it easy.
Yet another chance to link to Luca's PDC talk. Eight minutes starting at 52:20 are an awesome demo of F# async workflows. It rocks!