Government license for GPT-5.6 is an admission ticket to AI NATO

Behind the security excuse is the national allocation of AI capabilities

The U.S. government has to decide for OpenAI who can use GPT-5.6. This matter has nothing to do with security review. It is simply a review of the qualifications for AI hegemony-using the licensing system to divide countries around the world into three or six classes, turning the most advanced models into geopolitical chips that only "allies" can touch. When OpenAI announced the news, it carefully worded it and said it was a "voluntary cooperation", but it was clear at a glance: how was this voluntary? It was a transfer of technical sovereignty to the State Department and the Department of Defense in exchange for a pass to continue playing in the U.S. market.

Don't be fooled by the word "safety". For security reasons, OpenAI should do alignment, red team testing, and interpretability research at the model level, rather than sending user lists to Washington for approval. The current process-OpenAI collects background information on potential users and submits it to a U.S. government inter-agency team (Department of Commerce, Department of Defense, State, etc.), which determines who is qualified to call the API and who can only watch-this is not called security review, it is called ** technology rationing . The criterion for rationing is not whether you have a criminal record, but which country your server cabinet is plugged into.*

This matter is not complicated, but the consequences are extremely serious. OpenAI spends a lot of space in its GPT-5.6 Sol preview blog talking about how strong the model is-reaching more than 92% on doctoral-level scientific reasoning benchmarks such as the GPQA Diamond, and leaving the previous generation behind in mathematical competitions and code generation tasks. By doing so, it can even complete the complete workflow of protein structure prediction independently. Then he changed the subject and added lightly: We will work with the U.S. government to ensure that the model is only used by "responsible users." This sentence translates to: Such a strong ability can only be used by people who nod in Washington. As for who is "responsible", the right to define is in the hands of the Ministry of Commerce BIS and the Ministry of Defense, not in OpenAI's Red Team Laboratory.

I make a bet: the approval list for GPT-5.6 will highly overlap with the export control list of NVIDIA's H100 chips. Because it is essentially the same set of logic-enclosing the most advanced technological capabilities within the walls of a "trustworthy country" and letting people outside the walls always catch up. When the U.S. Department of Commerce implemented export controls on advanced computing chips in October 2022, the reason was also national security, but everyone could see that it was to choke the computing power of China's AI industry. Now the chip ban has been extended for three rounds, from A100 to H100 to B200, and even consumer-grade 4090 has been restricted. Chips are hardware and models are software. Today, the U.S. government has finally reached out to the software layer- This is equivalent to turning AI capabilities from "commodities" to "strategic materials" and from market transactions to national rationing. Nvidia requires a license to sell chips, and OpenAI also requires a license to sell APIs. The only difference between the two is that Huang Renxun can at least complain publicly, but Sam Altman has to actively cooperate and package this matter as a "responsible deployment."

The business accounts behind technical decisions are clearly calculated here. Why does OpenAI take the initiative to hand over approval power? It's not because someone held a gun to Altman's head on Capitol Hill, but because when this account is settled, it makes more money to cooperate with the government than against the government. First, OpenAI is competing for government cloud computing contracts with Microsoft, Google, and Anthropic. The Department of Defense's JWCC project and the intelligence community's AI procurement are each on the order of billions of dollars. If OpenAI does not show a "controllable" and "obedient" attitude, why should these contracts be awarded to you? Second, what OpenAI fears most is not losing the China market-it has no business in China to begin with-but being directly split or forced open source by US regulators as an "uncontrollable threat." Volunteering to accept government review is equivalent to paying a protection fee in exchange for regulatory tolerance. The third and most hidden point: the government licensing system itself is a moat. If every company that wants to use GPT-5.6 has to go through Washington censorship, then OpenAI's competitors will be automatically classified-Google's Gemini may have to go through the same process, but once open source models (such as Meta's Llama series) are judged to be "uncontrollable" and face dissemination restrictions, OpenAI's closed-source API becomes the only compliant option. It's like licensing business in the financial industry: the stricter the supervision, the more profitable licensed players are.

Anyway, if you think this is purely a shackle imposed by the U.S. government on OpenAI, then the causal relationship is reversed. Sam Altman, former CEO of OpenAI, has called for the establishment of an "AI licensing system" many times in congressional hearings, but what he imagined was that AI companies would join forces with the government to establish a licensing agency, rather than the government's unilateral review. This result may be exactly what he wants-just that the U.S. government has moved the card table directly to Washington, and Altman can only sit on the guest seat. But no matter who sits in charge, once the licensing system is established, the players who will benefit the most will always be the players who have already received the admission tickets. This is the same reason as antitrust laws being used by large companies to stop new entrants.

At this point, the opposition should jump out and say: Your conspiracy theory is too outrageous. The capabilities of GPT-5.6 may indeed be used to make biological weapons, launch cyber attacks, and manipulate elections. Government censorship is a necessary security measure, not a political tool. This objection sounds reasonable, but it doesn't hold up on careful thought. If security is the only consideration, why is the review standard based on nationality rather than behavior? What is the essential difference between the risks of an AI startup registered in London and one registered in Singapore? Unless you assume that Singapore engineers are inherently more likely to do evil than British engineers, the only reasonable explanation is that- The real purpose of censorship is not to prevent models from being abused, but to prevent models from being used by specific countries. This is completely different from nuclear material control. The International Atomic Energy Agency's regulation of nuclear materials is based on uniform standards that apply to all countries, and the GPT-5.6 review has had a filter of "allies" and "non-allies" from the beginning. More importantly, if it is really safe, why not make the censorship standards public? Why not establish an independent international technical review body? Why not allow third-party security laboratories to participate in the assessment? The answer is simple: Because this is not a security review at all, this is a political review.

Thinking along this line of thinking, this matter is actually not new at all when placed in a larger historical coordinate system. In 1949, the United States took the lead in establishing the Paris Coordinating Committee (COCOM) with the purpose of restricting member states from exporting strategic materials and high technology to the Soviet Union and Eastern European countries. COCOM's embargo list includes computers, precision machine tools, and semiconductor materials. These things are "high-performance computing chips" today and "cutting-edge AI models" tomorrow. After the dissolution of COCOM in 1996, the Wassenaar Agreement took over and continued to do the same thing, except to change the embargo list from "East and West" to "against certain countries." Now, the GPT-5.6 licensing system is equivalent to building a new COCOM at the software level, but this time it does not require 17 member states to meet to discuss the list, and a department of the U.S. Department of Commerce can decide. History does not repeat, but it rhymes. At that time, the semiconductor embargo promoted the Soviet Union to develop its own chips, which was costly but always backward in performance, and eventually dragged down the entire technical system. Will today's AI model embargo push China to accelerate self-research? There is a high probability, but the United States is betting on the time difference-when your model capabilities lag behind one or even two generations, your competitiveness in various fields of military, economy, and scientific research will be systematically weakened.

There is also a more hidden layer of business accounts in this matter, hidden in OpenAI's financing structure. OpenAI's latest round of financing valuation has rushed to more than US$300 billion, with top capitals such as Microsoft, Thrive Capital, and Tiger Global standing behind it. But half of this valuation is based on the assumption: OpenAI can continue to maintain its technological leadership, and this lead can transform into commercial monopoly. The problem now is that open source models are catching up at an alarming rate. Meta's Llama 4 is already close to GPT-4o on multiple benchmarks, and France's Mistral, China's DeepSeek and Qwen are all closing the gap. If OpenAI only relies on one leg of technology leadership, sooner or later it will be dragged into a price war by the open source community. But with government licensing, the situation is completely different-open source models can be downloaded at will, but if you are a German carmaker and want to use the most advanced AI models to optimize production lines, or an Indian pharmaceutical company needs AI for drug molecular design, then you can only choose closed-source APIs that "pass censorship". No matter how strong the open source model is, it cannot get the golden brand of "government certification". It's like saying: You are free to use any AI model as long as it is approved by the U.S. government. The free market has become a franchise market.

Maybe I'm thinking too much, but if this matter is pushed forward half a year, a very interesting game pattern will emerge. The United States will use GPT-5.6 licenses as bargaining chips to make deals with allies: Do you want to use the most advanced AI? Yes, but you have to join our "AI Trust Framework" first, which means you have to cooperate with the United States on chip export controls, not deploy AI infrastructure in China, and support the United States 'dominant position in international AI standards organizations. Countries such as Japan, South Korea, and the United Kingdom are likely to sign quickly because their AI industry already relies on the American technology stack, and they are more worried about the rise of China in AI. Countries like India, Brazil, and Saudi Arabia will struggle-they don't want to offend China, but they also don't want to miss the AI revolution. In the end, a "two-level AI system" may emerge: The first level is for "AI NATO" member states, which can freely use the most advanced models; the second level is for other countries, which can only use second-class models, or need to undergo additional monitoring and auditing. This is exactly the same as the Five Eyes Alliance's arrangements for intelligence sharing, except that intelligence has been replaced with AI capabilities.

There is a company called Anduril, which specializes in military AI. Their CEO Palmer Luckey said: "The first shot in future wars is not a bullet, but an algorithm." If the GPT-5.6-level model is limited to the circle of allies, then countries outside the circle will fall into a generation gap in military AI applications-when your drone is still using the visual recognition model from two years ago, other people's drones can already understand tactical intentions in real time and make independent decisions, and this battle cannot be fought at all. Therefore, GPT-5.6 licensing system is essentially delineating the military technology boundary for the next decade. That's why the Department of Defense appears on the approval panel. This is not a security review, this is arms control.

At this point, I have to mention a counter-intuitive point: this licensing system may be poison for OpenAI itself in the long run. On the surface, OpenAI has received government endorsement and blocked competitors, but at the expense of tying itself to the United States 'national chariot. Once OpenAI is regarded by the global market as an "AI agent of the U.S. government", its commercial expansion in markets such as Europe, Southeast Asia, and the Middle East will encounter huge political resistance. The European Union has introduced the AI Act, which has strict compliance requirements for high-risk AI systems. Now, with the label of "American censorship", European companies may choose European AI providers, such as Mistral or Aleph Alpha, because of concerns about data sovereignty. Similarly, if Southeast Asian countries do not want to choose sides between China and the United States, they may tend to use more neutral technologies. OpenAI is trading short-term market share for long-term growth ceilings. Looking back on this account five years later, I don't know whether it is a profit or a loss.

When AI capabilities become national rations, innovation becomes a stamp on the passport. This sentence is worth remembering by everyone who does AI. What we are discussing today is not whether a model should be open source or whether an API should limit the number of calls, but who has the power to decide how smart AI you can use. Once this power is handed over, it will be difficult to get it back. There is a particularly ironic quote on OpenAI's blog: "We believe GPT-5.6 is by far the most capable and secure model." If it is really so safe, why does the government need to check for users? If it is not safe enough, it should not be deployed to anyone, including U.S. citizens. This contradictory statement just exposes the true logic behind it: Security is just a discourse tool used to put a legal cover on exclusive arrangements for technology alliances. The real goal is to ensure that the most advanced AI flows only to places that will not challenge U.S. technological hegemony.

I'm not going to give this article a "how should we respond" conclusion because that's too fake. The truth is, once this licensing system is in operation, every player in the industry chain will find his place. Some will take admission tickets, some will be blocked out, and some will turn around and make their own alternatives. The only thing that is certain is that the global narrative of AI is over and has been replaced by a new story of licenses, review lists, and alliances. In this story, How smart the AI model you use depends on how close your country is to Washington. GPT-5.6 is not the first and will never be the last.