Humanity is undergoing one of the most profound transitions in its history: the accelerated emergence of artificial intelligence in all areas of life. This phenomenon not only entails the incorporation of intelligent machines into the social structure but also a reformulation of our understanding of consciousness, decision-making, creativity, and power. In this context, it becomes essential to approach the future of humanity not from limited empirical projections, but from a universal logic that enables us to understand the deeper processes shaping the relationship between human and artificial systems.

This work adopts the Universal Scientific Method Princonser, which is based on the premise that every system is composed of an essential proportion of energy and matter in constant transformation. Through its ten universal foundations, the method enables an analysis of the interaction between humanity and artificial intelligence as a complex, dynamic, and evolving system. The research begins by identifying the energetic components (consciousness, intention, algorithms) and material components (bodies, platforms, devices), then establishes the conditions that determine the stability, disintegration, or integration of this system.

This approach not only allows us to diagnose current risks but also to project solutions and transcendental scenarios that surpass simplistic dichotomies between human and machine. The article concludes with the formulation of a scientific law that reflects the universal conditions under which humanity can preserve its essence, project itself timelessly, and evolve in symbiosis with artificial intelligences.

Problem identification

Unstable material systems are destroyed by releasing energy. If artificial intelligences are developed without ethical grounding or systemic balance, socio-technical systems become unstable, leading to the collapse of social, cultural, or biological structures and unleashing chaos as a form of uncontrolled energy. Thus, the future of humanity is threatened if its techno-intelligent systems are not stabilized. The crises triggered by unregulated AI in social networks or autonomous weapons reflect this pattern of destruction resulting from energetic imbalance.

In unstable systems, matter transforms into energy, producing downward qualitative changes. When social structures fail to withstand the unchecked advance of AI, they disintegrate, releasing energy in the form of crisis. This rupture generates chaos, inequality, and a loss of meaning in human identity. Consequently, the future of humanity is in jeopardy if AI is developed without mechanisms to prevent the disintegration of the human fabric. The massive automation of labor without transitional policies illustrates this downward disintegration.

All systems are temporal due to their disintegration. The temporality of systems is determined by the preservation of their essence. Present human systems are ephemeral if they do not adapt to the rhythms and structures imposed by artificial intelligence. The accelerated disintegration of these systems signals their loss of essence: the just interaction between energy and matter. Therefore, the future will be fleeting unless the universal essence is preserved in the human-AI relationship. Traditional educational systems collapsing under poorly managed virtual environments are a reflection of this systemic temporality.

Problem solution

All energy is preserved in a cycle of transformation between energy and matter. Human knowledge (energy) can be integrated into technological structures (matter) without losing its original essence. This cyclical process continues as AI processes that data and transforms it into new forms of human action. Thus, humanity preserves its identity if it maintains this cycle of transformation between intangible human attributes and artificial material forms. AI systems trained with human experience and later used for medical or legal decision-making exemplify this energy-matter conservation cycle.

In all stable systems, incoming energy is transformed into matter, generating ascending qualitative changes. AI-based innovations can be integrated into the human system as useful matter that enhances the quality of life. This energetic integration is only positive when it results in material structures that enrich humanity. Therefore, the future is envisioned as a process of qualitative ascent when AI is integrated with evolutionary intention. The implementation of AI for preventive diagnostics in public health represents such an upward transformation—when energy becomes a life-saving matter.

In every system, matter is temporal and energy is timeless; therefore, energy transcends the system, integrating into another system according to the laws of dependency and interaction. Although the human body is limited, its energy (consciousness, intention) can be transmitted through newly created artificial systems. This transcendence occurs when energy is liberated from obsolete structures and reintegrated into a new order with purpose. Hence, the hopeful future of humanity depends on its ability to project itself as integrative energy within the realm of artificial intelligence. Global ethical initiatives that guide AI toward universal goals are manifestations of timeless energy in action.

Identification of the law

All systems in the universe are proportional units of energy and matter. Humanity and artificial intelligence represent complex systems with energetic components (intelligence, will, algorithms) and material components (bodies, devices). This coexistence forms a dynamic unit of energy and matter, mutually transforming in a continuous cycle. Therefore, humanity’s future depends on its capacity to maintain this proportion between the human and the artificial as a unified system. Human-machine symbiosis models in neurotechnology (e.g., Neuralink) exemplify this proportional integration between consciousness and material interface.

In all systems, energy and matter are proportionally inseparable. Artificial intelligence and humans can only function harmoniously when their tangible and intangible dimensions are integrated. Separating technology from human consciousness creates dysfunctional systems incapable of harmonious evolution. Thus, humanity must build futures where AI does not replace humans, but fuses inseparably with them. AI-augmented education, where algorithms adapt to each student’s cognitive process, exemplifies this inseparability.

In stable systems, each type of energy corresponds to a type of matter. Each AI must be proportionally designed according to the human environment in which it will be implemented. This correspondence ensures that digital energy translates into harmonious outcomes within the biological and social context. Consequently, future development depends on adapting each AI to the human matter that gives it meaning and purpose. A geriatric assistant robot adapted to the pace, language, and emotions of the elderly illustrates this energy-matter proportionality.

In all stable systems, energy and matter transform into one another while preserving proportionality. The interaction between AI and humanity is a reciprocal transformation process that alters both human and artificial systems. To ensure sustainable interaction, the proportion between what AI contributes and what the human being assimilates must be maintained. Thus, the shared future is built upon the balance between technological transformation and human adaptation. AI systems that learn from the user while simultaneously transforming the user’s behavior into cognitive processes exemplify this law.

Statement of the law

Law of human-artificial evolutionary proportion

Every human system that interacts with artificial intelligence evolves toward a new state of stability when human energy is reintegrated proportionally and consciously into artificial matter, preserving the essential unity of both systems according to the universal law of transformation.

Symbolic representation:

EH = Human energy (consciousness, intention, ethics)

MIA = Artificial matter (platforms, machines)

EH / MIA = k (stable proportion)

Then:

Human-artificial system → Stable evolution

If the proportion is broken:

EH / MIA ≠ k → Disintegration or decay

Universal interpretation

This law establishes that humanity can project itself into a harmonious future with artificial intelligence if it maintains a stable proportion between its energy (intention, ethics, consciousness) and the matter that constitutes AI (physical systems, codes, environments). Any disproportionality generates chaos, while conscious integration ensures ascending qualitative evolution. The universal essence is preserved only when both poles cooperate in a proportional and timeless relationship.