Massive capital requirements for GPU clusters create a high barrier to entry. Only a few hyperscalers can afford the electricity and silicon needed for frontier model training. This trend concentrates power within a small circle of corporate entities. Independent researchers now rely on these proprietary platforms, limiting the diversity of AI development.