The N-Frame Collapse Lagrangian: Variational Geometry of Consciousness

John Wyrick

Chris J. Clarke

Lisa Doumbouya

This paper presents a structural corollary clarifying the relationship between physical collapse, time, and consciousness within a structure-first framework. Collapse is interpreted as coagulation: the resolution of under-constrained physical states into persistent configurations under structural and thermodynamic constraint. Time is understood not as a background parameter or a construct imposed by consciousness, but as the accumulated ordering of resolved physical structure. Within this framework, consciousness is included in a strictly non-causal, non-dynamical role. It does not cause collapse, influence probabilities, or act upon matter. Instead, consciousness provides a framing condition under which resolved structure is registered as an ordered, continuous history. Awareness operates locally and phenomenologically, giving rise to experienced agency through compatibility matching rather than physical selection. By separating causation from framing, the paper closes the collapse–time–experience loop without introducing new forces, mechanisms, or metaphysical assumptions. The work does not attempt to exhaustively define consciousness or delimit its possible roles beyond what is minimally required for structural coherence. It is intended as a conservative interpretive contribution, compatible with established physical theory and prior analyses of consciousness as a non-force condition within constrained systems.

Gunn Nathon

Conceptual framework proposing observation as framing (not collapse) of continuous light structure. Particles as "gaps"/framed discontinuities; time emergent from ordered frames; consciousness as stabilized present at observer boundary. Builds on phenomenological intuition and aligns with thermodynamic/relational interpretations of quantum measurement. Establishes conceptual priority; invites formal development. Part I of series; Part II outlines planned extensions (complexity, compression, distributed temporal ledgers). framing light, observation as reconfiguration, quantum measurement problem, thermodynamic interpretation, particle as gap, emergent time, relational consciousness, self as boundary, wave-particle duality, forgetting as generative, zero as crossing, light-time theory, phenomenological physics

Elias Okon, Miguel Ángel Sebastián

Darren J. Edwards

Artificial intelligence (AI) has made some remarkable advances in recent years, particularly within the area of large language models (LLMs) that produce human-like conversational abilities via utilizing transformer-based architecture. These advancements have sparked growing calls to develop tests not only for intelligence but also for consciousness. However, existing benchmarks assess reasoning abilities across various domains but fail to directly address consciousness. To bridge this gap, this paper introduces the functional contextual N -Frame model, a novel framework integrating predictive coding, quantum Bayesian (QBism), and evolutionary dynamics. This comprehensive model explicates how conscious observers, whether human or artificial, should update beliefs and interact within a quantum cognitive system. It provides a dynamic account of belief evolution through the interplay of internal observer states and external stimuli. By modeling decision-making fallacies such as the conjunction fallacy and conscious intent collapse experiments within this quantum probabilistic framework, the N -Frame model establishes structural and functional equivalence between cognitive processes identified within these experiments and traditional quantum mechanics (QM). It is hypothesized that consciousness serves as an active participant in wavefunction collapse (or actualization of the physical definite states we see), bridging quantum potentiality and classical outcomes via internal observer states and contextual interactions via a self-referential loop. This framework formalizes decision-making processes within a Hilbert space, mapping cognitive states to quantum operators and contextual dependencies, and demonstrates structural and functional equivalence between cognitive and quantum systems in order to address the measurement problem. Furthermore, the model extends to testable predictions about AI consciousness by specifying informational boundaries, contextual parameters, and a conscious-time dimension derived from Anti-de Sitter/Conformal Field Theory correspondence (AdS/CFT). This paper theorizes that human cognitive biases reflect adaptive, evolutionarily stable strategies that optimize predictive accuracy (i.e., evolved quantum heuristic strategies rather than errors relative to classical rationality) under uncertainty within a quantum framework, challenging the classical interpretation of irrationality. The N -Frame model offers a unified account of consciousness, decision-making, behavior, and quantum mechanics, incorporating the idea of finding truth without proof (thus overcoming Gödelian uncertainty), insights from quantum probability theory (such as the Linda cognitive bias findings), and the possibility that consciousness can cause waveform collapse (or perturbation) accounting for the measurement problem. It proposes a process for conscious time and branching worldlines to explain subjective experiences of time flow and conscious free will. These theoretical advancements provide a foundation for interdisciplinary exploration into consciousness, cognition, and quantum systems, offering a path toward developing tests for AI consciousness and addressing the limitations of classical computation in representing conscious agency.