Foundation models are being applied throughout the game lifecycle, from modeling players and dynamics to supporting design, runtime adaptation, and artifact evaluation. However, these advances have developed in isolation, making it unclear which capabilities transfer across games, engines, interfaces, or player groups. The paper organizes these directions to identify commonalities and game‑specific limitations.