This is true. You shouldn't split your infinitives unless necessary for grammatical reasons, while splitting them to add a modification in the middle creates a weird, awkward sentence.
Equality 7-2521 discovers how to make a light bulb work while working in his tunnel.
HOPE THIS HELPS! ^_^
I believe the last option is correct
Last night, they did the same thing
