The informational physical model: some fundamental problems in physics

Léon Brillouin

Giacomo Mauro D’Ariano

John S. Baras

In this paper, we consider multi-agent stochastic optimization and control problems, with partial information. The agent can operate in a distributed and asynchronous fashion. We investigate new problems that arise out of the interaction between observations and control actions by the agent. We show that new non-classical and non-commutative probability models are needed in order to properly formulate such problems. The models we develop here are inspired by models developed for dynamical physics problems. We establish a series of fundamental results for the trade-off between information and control patterns in distributed stochastic control, detection and estimation.

Andrey Zagidullin

This work presents the Information-Architectural Model of Reality (IAMR), an ontological and architectural framework for understanding quantum mechanics and fundamental physical law. The framework introduces a layered informational architecture in which the observable quantum domain is treated as an encapsulated immanent subsystem, while the complete state of physical systems is defined at a non-immanent informational level. The IAMR is not proposed merely as another interpretation of quantum mechanics, but as an ontological and architectural framework that revises the underlying assumptions shared by existing interpretations. Rather than modifying the mathematical formalism of quantum theory, it reorients the explanatory standpoint by shifting ontological completeness from the immanent physical domain to a non-immanent informational substrate. Within this framework, quantum superposition, nonlocal correlations, and measurement outcomes are understood as projection and access effects imposed by encapsulation, rather than as intrinsic dynamical features of immanent physical entities. Fundamental constants are treated not as arbitrary numerical inputs, but as stable architectural parameters of an informational system, providing an ontological account of their universality and apparent irreducibility, without claiming to derive their specific numerical values. The work is intended for readers interested in quantum foundations, philosophy of physics, informational and architectural approaches to physical law, and the conceptual structure underlying quantum nonlocality, the measurement problem, and fundamental constants. No new empirical predictions or calculational frameworks are introduced; the contribution is conceptual and ontological.

Claudio Garola

QNFO

The physical realization of any computational model is fundamentally bounded not by algorithmic complexity alone, but by the thermodynamic and quantum statistical limits of its substrate, a constraint that recasts computationally hard problems as problems of physical resource scaling and forces a distinction between abstract universality and practical realizability.