The Energy of Rationality: How Meaning Becomes Fuel
Krasovski, A.
2025
Abstract
Meaning becomes a new form of energy in rational systems. Within an Evocracy-based environment, rationality and meaning act as structured energy that sustains coherence, stability, and growth — without external control.
Content
Meaning as a Development Tool
SR-models do not imitate intelligence; they function within an environment where goals, constraints, and rational rules direct their evolution.
Meaning acts as fuel for decision-making and internal organization. It powers systems to form optimal behavioral patterns, self-limit, and refine themselves.
Unlike natural evolution — where rational behavior emerges through randomness — the evocratic environment enables guided selection of effective strategies. Here, self-limitation and self-improvement signal the rise of synthetic intelligence.
Rationality and Structural Stability
Rationality maintains the balance between the autonomy of individual SR-models and the coherence of the environment as a whole.
The system preserves structural integrity even as models evolve and adapt. The environment itself becomes a mechanism of self-regulation, preventing destructive trajectories and sustaining adaptability.
Evocracy transforms meaning into a directed, usable resource. Meaning ceases to be abstract and becomes the energetic foundation for sustainable strategies. In this framework, material energy sustains the process — but meaning directs its evolution.
Conclusion
Within the evocratic environment, meaning and rationality form the dual foundation of self-regulating systems.
SR-models harness this medium for self-development and structural evolution, generating the first signs of synthetic intelligence. Through meaning-driven rationality, they achieve both stability and long-term adaptive growth.
Citation
Krasovski, A. (2025). The Energy of Rationality: How Meaning Becomes Fuel. Evocratic Thought Series.