One brief observation suggests that open-source AI development requires a formal consortium to survive. Nathan Lambert argues that fragmented efforts cannot compete with concentrated corporate capital. This structural shift would coordinate research and resource sharing. Practitioners should watch for organized coalitions that challenge the current dominance of closed-source labs through shared infrastructure.