Spiritual censorship for neural networks: how Russia wants to certify AI for access to government contracts
The Russian artificial intelligence market is on the brink of tectonic changes. This is not just about a technical regulation, but about introducing a full-fledged "spiritual censorship" for algorithms. Developers claiming the status of "national" or "sovereign" models will be required to prove their compliance not only with the letter of the law, but also with traditional spiritual and moral values. This procedure will become a mandatory condition for access to government procurement and support measures.
The Essence of the New Regulation
Formally, the framework AI law came into force on July 26, but the real rules of the game are just beginning to take shape. The key innovation is the introduction of two statuses for fundamental models: "national" and "sovereign." To obtain one of them, the developer must undergo independent expertise in accredited laboratories. Notably, there will be no unified list of values enshrined in a separate act—instead, businesses, together with the regulator, will develop special benchmarks, sets of tests for checking models.
The procedure will be two-stage. First, the company independently tests its model using a general risk-oriented methodology, then an accredited laboratory evaluates these findings and may selectively check the system's resilience. Particular attention will be paid to protection against prompt injections—attempts to hack AI with malicious instructions hidden in input data. The final verdict on assigning the status will remain with the Ministry of Digital Development, while security issues for government agencies will be overseen by the FSB and FSTEC.
Risks and Pitfalls
The experts I interviewed agree that the main danger lies in the "evaluative" nature of the criteria. Concepts such as "fairness" or "historical memory" cannot be directly translated into a technical specification for an algorithm. This opens wide scope for selective application of the rules. Business architects warn: the only workable option is a procedural approach with a unified reporting format and reproducibility of results to eliminate subjectivity.
An additional risk is the monopolization of the process. Currently, the creation of several competing laboratories with an appellate board is being discussed, which seems like a reasonable counterbalance. However, without clear validity periods for certificates and a public registry of conclusions, the entire system risks turning into a tool for manual market management.
My analysis: This is an attempt by the state to take control not only of the technological but also of the value agenda of AI. For the crypto industry and fintech, this is an important signal: if a model cannot obtain a "spiritual certificate," its path to large government contracts will be closed. The question is whether this system will become a transparent filter or a new barrier to innovation. It is worth watching developments very closely—the precedent could prove contagious for other jurisdictions.