No more "oooooh"s. (A Light That Never Comes, Lost In The Echo, ect.)
Only record songs for an album that can be successfully replicated live. (Hands Held High in particular, and songs that haven't been played yet, like Robot Boy.)
The robot backing vocals to Mike's raps on In The End are unnecessary.