Opinion: The AI ban tears open the defensive line of the game, and trillion-dollar giants are ushered into a historic opportunity to cut off the autonomous distribution channels of large models.

According to Beating Monitoring, well-known venture capitalist Chamas Parihapitia said that the White House’s export ban on large models essentially gives traditional cloud giants an excellent strategic opportunity to “take out” cutting-edge AI labs through policy. The early tech giants—such as Google, Amazon, and Microsoft—will now face a historic chance to leverage government security oversight and cut off independent labs’ autonomous distribution pathways. The giants’ ultimate plan is to require that large models be hosted within their own cloud services, including AWS, Azure, and GCP, and to work together with extremely stringent KYC identity checks, so that they can transform into the ultimate gatekeepers for AI distribution and compliance.

The passivity of independent labs today stems from the compliance defenses they intentionally ignored in recent years out of capital inertia. The reason they refused to proactively implement strict KYC restrictions years ago was to prevent user growth and revenue targets from slipping, so as not to drag down funding valuations or dilute founders’ equity. However, this short-sighted attempt to maintain inflated valuations ultimately becomes a trap for themselves: while they lose business autonomy, they still have to face valuation declines.

Parihapitia emphasized that the potential “ecological strangulation” of frontier labs by cloud giants is precisely what creates a historic survival window for open-source AI and new types of computing cloud providers. But at present, the progress of Neoclouds players remains relatively fragmented and on too small a scale. If they cannot quickly fill the market vacuum at this critical moment, the AI industry’s control over discourse will soon be fully absorbed by the giants, and independent large-model labs will degenerate into underlying R&D workshops that have lost the ability to survive independently.