Chance of generating a block depends only on a snapshot of the system.
Then PoI should work.
If it was like that - Alice sends 1000 coins to Bob != Alice sends them to Charlie and then Charlie to Bob - then it could be abused.
Thank you Alice, Charlie and Bob. You will eventually contribute all your 1000 coins to the harvesting efforts of the system for playing the "musical coins".