A Virtual Reality (VR) system is introduced in a modified Observe, Orient, Decide and Act (OODA) model for supporting information sharing and situational awareness in a complex environment. At the same time the cooperation and interaction with technical systems provided organizational process support, guidance, and monitoring of system critical functions.The OODA-VR combination enabled bringing together theoretical discussion and practicality responses in dyadic interactions. With the integration of simulation and reality metaphors the reasoning process takes advantage of environmental and cognitive knowledge constructed from complexity tasks. From an interaction viewpoint a more holistic view has been performed in relation to the problem space to articulate the thinking and decision-making process.The provision of the VR interaction capability has been extended to reshape quantum formalism and reality and complement the measurement collapse theory. This baseline has been explored through the Theory of Decoherence and Everettian quantum mechanics representing different measurements outcomes on a system.
A Virtual Reality (VR) system is introduced in a modified Observe, Orient, Decide and Act (OODA) model for supporting information sharing and situational awareness in a complex environment. At the same time the cooperation and interaction with technical systems provided organizational process support, guidance, and monitoring of system critical functions.The OODA-VR combination enabled bringing together theoretical discussion and practicality responses in dyadic interactions. With the integration of simulation and reality metaphors the reasoning process takes advantage of environmental and cognitive knowledge constructed from complexity tasks. From an interaction viewpoint a more holistic view has been performed in relation to the problem space to articulate the thinking and decision-making process.The provision of the VR interaction capability has been extended to reshape quantum formalism and reality and complement the measurement collapse theory. This baseline has been explored through the Theory of Decoherence and Everettian quantum mechanics representing different measurements outcomes on a system.
The study of consciousness and subjective experience represents one of the most intricate frontiers in contemporary philosophy, psychology, and cognitive science. For decades, dominant paradigms have characterized the mind through two reductive lenses: as a passive receptor of sensory data or as a computational system processing information through fixed algorithmic operations. While useful in specific contexts, these models consistently fail to capture the dynamic, participatory nature of conscious experience—the recursive relationship between awareness and reality construction. Recent theoretical developments challenge these frameworks by integrating diverse conceptual domains: quantum mechanics metaphors, classical mindfulness traditions, and cognitive behavioral theory. These emerging approaches propose a fundamentally transformative role for the observer, suggesting consciousness does not merely witness reality but actively participates in shaping it.
The increasing complexity of modern decision-making environments has challenged the effectiveness of classical mathematical models. Traditional probabilistic frameworks often struggle to represent uncertainty, ambiguity, contextual dependence, and nonlinear interactions among decision variables. Quantum-inspired mathematical models have emerged as a promising interdisciplinary approach that leverages mathematical principles derived from quantum theory without requiring quantum computing hardware. These models utilize concepts such as superposition, interference, entanglement, and contextuality to represent complex decision processes more accurately. This paper explores the theoretical foundations, mathematical structures, and applications of quantum-inspired decision models in complex systems. The study examines how quantum probability theory provides a more flexible representation of human cognition, organizational decision-making, financial forecasting, and artificial intelligence systems. Furthermore, the paper discusses mathematical formulations, implementation strategies, advantages, challenges, and future research directions. The findings suggest that quantum-inspired models offer significant potential for addressing uncertainty and dynamic interactions in complex decision environments, thereby contributing to the advancement of intelligent decision support systems.
The conceptuality interpretation, proposed by Diederik Aerts in 2009, is presented here as a possible theoretical perspective for achieving a unified understanding of many fundamental aspects of quantum mechanics and relativity. After discussing the notion of reality and the role of choice and possibility in the construction of the real, we note how the interpretation emerges from the successes of quantum cognition, and show how it allows us to reinterpret phenomena and experiments such as the double-slit experiment, quantum erasure, entanglement, Bose–Einstein condensation, and the measurement problem by assigning a central role to dynamics governed by meaning, within a pancognitivist perspective. It is further suggested that the metric of relativistic spacetime can also be coherently understood using the same interpretive key. Quantum mechanics and relativity would thus find, in the conceptuality interpretation, an ontological and foundational framework capable of making them not only more intelligible but, in some respects, even intuitive. The price to be paid for this explanatory advantage, however, is that we must relinquish the idea that we live in a world populated primarily by spatiotemporal entities, and instead conceive of reality as a fundamentally cognitive-conceptual structure, in which every interaction ultimately takes the form of a communication.
Shared awareness is an essential concept in the joint decision-making context. Typically, it is oversimplified and associated with shared information. To share an understanding in totality is to say that there is a sharing of meaning and awareness, not only of information. However, existing shared awareness models fail to explain situations in which two people view the same event but attend to different information or act differently based on the same information. Although several categorization models of shared awareness exist, the models are ad-hoc or inadequate to generalization. This paper presents a theoretical discussion of shared awareness based on its cognitive structure. We apply the pragmatic idealism framework, which provides a theoretical construct where the domain of awareness is an abstraction of reality. This framework supports the existence of multiple incompatible perspectives and understandings. We discuss the ontology of this abstract concept with the mathematical tools of quantum probability theory. We discuss the cognitive processes that transform a simple situation into a complex situation. The presented model of shared awareness includes a quantification of the degree of sharing in complex situations.
Defined by enigmatic phenomena such as superposition, uncertainty, and entanglement, the quantum world represents the foundational reality beneath the perceivably deterministic classical environment. Despite our experiential interaction with the tangible classical world, it is crucial to acknowledge the elusive nature of the underlying quantum framework. This paper explores the ramifications of these quantum characteristics in management science. Even the seemingly straightforward concept of matter transforms into a complex puzzle at the quantum scale. The propensity of subatomic particles to switch between wave and particle states underscores the integral role of observation and consciousness. Quantum entities, rather than being merely passive objects of measurement, dynamically participate in the observation process, hence generating a paradox that contradicts traditional notions of objective reality. Traditionally, management science is grounded in the predictability of the classical world. However, these deterministic relationships and observable causality do not readily align with the quantum domain, where a probabilistic framework supersedes certain outcomes. The inherent uncertainties of quantum interactivity and the multitude of possibilities present a largely untapped potential for strategic management. This paper introduces Quantum Mind-Induced Subjective Realism (QMISR), amalgamating quantum principles with management science, advocating for a transition from classical predictability to acceptance of quantum uncertainties. This innovative view on reality and cognition postulates that the interaction between a quantum mind and the external world forms our subjective reality experience. Recognising both classical and quantum realities is emphasised to enhance management practices and foster creative pathways for decision-making processes. Primarily, this paper investigates quantum realities and their possible implications for management science. It calls for a shift from a deterministic, tangible classical world to an intricate, probabilistic quantum domain, potentially transforming traditional management science theories and practices.
This paper proposes a conceptual reinterpretation of the transition from microscopic quantum description to macroscopically differentiated reality. Rather than treating the emergence of definite outcomes solely as a problem of observation or wave-function collapse, it examines measurement as an irreversible process of organizational differentiation. In this framework, microscopic possibilities become physically distinguishable realities through interaction, amplification, environmental coupling, information stabilization, and the formation of persistent records. The paper introduces the Generalized Organizational Threshold Hypothesis (GOTH): certain transitions—from quantum alternatives to classical outcomes, from chemistry to life, and from neural activity to cognition—may share an abstract architecture in which quantitative accumulation produces a qualitative reorganization of the system. This proposed similarity is not assumed to establish a universal physical law; it is presented as a testable research hypothesis requiring domain-specific mathematical and experimental validation. The framework distinguishes established quantum theory from interpretive extension and does not claim to replace decoherence theory or existing formulations of quantum mechanics. Instead, it suggests that decoherence explains the suppression of observable interference, whereas organizational differentiation may help explain how stable, causally effective, and historically persistent macroscopic realities emerge. The paper concludes by outlining possible formal variables, comparative models, and empirical criteria through which organizational thresholds could be investigated across different physical and complex systems. Keywords Quantum measurement; quantum-to-classical transition; organizational differentiation; Generalized Organizational Threshold Hypothesis; GOTH; decoherence; emergence; irreversibility; information stabilization; amplification; macroscopic reality; complex systems; threshold dynamics; persistent records; foundations of quantum mechanics.