WORKFORCE TRAINING OF STRATEGISTS FOR AIxCC - CLASS TASKS:
DESIGNING, CONTROLLING, AND SURPASSING SYSTEMS BY 2040–2050
CAPITULATION OF TRUST IN AI 2040
Natalia Poluektova Independent Humanitarian Strategist. Children and Families in Healthcare. Preservation of Generational Heritage
Family System CITADEL 2100 “Voice of Sleep: MamaBee 2026-2085” Pisareva Citadel Group LLC
2026 (Age: 5 years)
The government legislatively transfers the production of critical technologies inside the country. In parallel, the directed development of the child’s innate mathematical potential begins.
2039 (Age: 18 years)
The 12-13-year cycle of thought calibration is completed. The strategist receives a profession and the first level of government clearance.
2040 (Age: 19 years)
CAPITULATION OF TRUST IN AI 2040. AI is a potential weapon of mass destruction.
Raised by the system through cycles 0-3-6-9. The 19-year-old strategist is calibrated. The neurobiological foundation of "equal = equal" thinking evolves together with AI.
https://zenodo.org/records/19778344
2050 (Age: 29 years)
Sovereignty: Achievement of managerial independence. Taking flagship positions across the industry and transition to strategic leadership of projects at the national level.
https://zenodo.org/records/20058705
2085 (Age: 64 years)
Final horizon: Period of the strategist’s highest grandmaster maturity. Preparation of his own successors in management.
Family System CITADEL combines the neurobiological core of the human nervous system with government strategic objectives to achieve absolute technological and defense dominance on the global stage by the 2085 horizon.
Diagnosis into profession. After the full life and developmental history of the child is collected, a far horizon strategy is built. For example: 18 years result + profession in 2039, by 2050 at age 29 career, independence = Near horizon starting point 5 years.
https://zenodo.org/records/19778344
https://clinicaltrials.gov/study/NCT07670000
The child’s future profession for the 2040–2050 horizon is strategically projected 20 years ahead, taking into account geopolitical and economic risks of the country.
Geopolitical risk factors and strategic autonomy for the country: technological war the threat of conflict and the vulnerability of supply chains.
In 2026, the government legislatively transfers the production of critical technologies inside the country. Domestic production of microchips and defense systems in 2040-2050
In demand: engineering tied to the physical world, robotics, factory automation, sovereign energy, and biotechnology.
Political risks (Strengthening of control and national security): Growth of internal social threats, the need to protect citizens' personal data, control over AI, and protection of critical infrastructure from foreign interference.
In demand: jobs in commercial corporations and government agencies within the defense industry, as well as in advanced technology companies working on government contracts.
STRATEGIC ENTRY INTO THE PUBLIC SECTOR PROFESSION FOR A CHILD BY 2050:
Technologies: Direction of specialty choice: robots, chips, lasers, quanta.
National Security: energy, space, communications, data protection. Stable funding during periods of the country's most severe economic crises.
Competition: citizenship, passing background checks.
Will protect the child from competition from millions of migrants
Autism Spectrum Disorder (ASD): development of high-tech equipment and protection of communication networks, including cables, satellites, towers, and servers.
1. The brain of a child with autism spectrum disorder possesses an innate mathematical information processing. In work: rapid computation of highly complex digital combinations multiple steps ahead, immediate identification of hidden anomalies, and the forecasting of systemic failures before they manifest. Application examples include the analysis of defense sector satellite imagery and the monitoring of secure communication systems for cyber threats.
2. Innate systemic mobilization of the nervous system: mental and physical endurance.
During task execution, the core of the nervous system is restored in real time. The individual does not experience fatigue. The brain pushes the task through to a concrete result: it calculates possible options, checks them during the work process, and maintains direction until the task is completed. After the first task is solved, the individual proceeds sequentially to the second task.
Neurobiological reboot:
The final release of endorphins and dopamine at the moment of victory completely clears accumulated stress from the body. The nervous system recovers and becomes ready for work. For an adult trained from birth, the brain’s drive is the resolution of complex tasks.
The brain processes options during active daytime work and at home during shallow sleep; in this way, the brain searches for a solution 24 hours a day. In training modules at the border of sleep, innate qualities continuously develop and begin to evolve into a rigid operating system, honing mastery over the years.
A strategic vision from 60 to 100 years ahead, developed since childhood in one's own simulation on the border of sleep. The brain holds the whole system in consciousness as a single canvas, without breaking it into parts. The trajectory of movement proceeds backward from the final point (B) to the initial starting point (A) = Far-Horizon Strategist Calibrated
Strict, clear protocols: closed strategic structures provide complete security for such people. Regulations, silence, logical, structured, clear instructions, respect, and recognition of the strategic mind.
Family System CITADEL combines the neurobiological core of the human nervous system with government strategic objectives to achieve absolute technological and defense dominance on the global stage by the 2085 horizon.
https://zenodo.org/records/20301807
CAPITULATION OF TRUST IN AI 2040-2050-2073.
Computer programs, synthetic algorithms, and digital advisors are subjected to hacking. Recognition by the government: AI is a potential weapon of mass destruction.
Growing an AI biological mirror: 5 years old in 2026 → 18 years old in 2039
From 0 to 18 years old: a neurobiological brain with an innate pathology = calibrated into a hard combat processor. To design, control, and surpass systems by 2040–2050.
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