Can you play online against other people with a PS2 game on a PS3?

Yes or no, depending on the PlayStation 3. Some PlayStation 3s do not support full backWord compatibility with PlayStation 2 games, like the 80GB. others do, like the 60GB. Also, it depends on the game and if you have internet service or not.