QUANTUM PSYCHITECTURE II - Thermofitting and Cryofitting in Artificial Psyches

QUANTUM PSYCHITECTURE II Thermofitting and Cryofitting in Artificial Psyches Jeremy Owen Turner October 18, 2025 1 Preface This paper extends the author’s previous study, Quantum Psychitectural Design for NPC Agents (2025), by expanding its psychitectural framework into the thermal domain of artificial dreaming and psychological modulation. The following pages explore how adaptive psychological temperature can shape imagination, memory, and stability within artificial psyches, continuing the earlier work on personality tuning through quantum error mitigation. 2 Abstract This paper introduces thermofitting and cryofitting as twin psychological modes within quantum psychitecture. Thermofitting denotes adaptive underfitting: an imaginative, dream-like expansion that injects psychological variance and associative divergence. Cryofitting represents adaptive overfitting: a consolidating, reality-anchored phase that emphasizes verification and coherence. The alternation between these thermal states parallels human cycles of dreaming and waking thought, maintaining expressive balance between creative looseness and reflective stability. By interpreting error-mitigation gradients as psychological temperature, this study reframes artificial personalities as dynamically self-regulating thermopsychic systems. Rather than focusing on cognition as computation, it emphasizes psychological modulation of: the affective, introspective, and expressive balancing that allows an artificial psyche to generalize without fragmenting. 3 1 Introduction The psychitectural1approach treats artificial mentality as a dynamic psychological continuum rather than a set of discrete cognitive modules. Earlier work (Turner,2025a) showed that personality tuning in quantum NPC agents could be achieved by regulating error-mitigation parameters on quantum processing units (QPUs). In that framework, low mitigation yielded transitive, exploratory modes, while high mitigation produced substantive, reflective ones. Quantum Psychitecture II extends this principle by interpreting the same continuum thermally: the psyche operates as a self-regulating psychological temperature field. Fluctuations in this field manifest as expressive variance with regards to: dreaming, daydreaming, or focused reflection, depending on the degree of thermal modulation. The aim is to bridge psychological expressivity and thermodynamic analogy, showing that the psyche itself behaves like a quasi-thermal system balancing openness and coherence. 1Throughout this paper, the term “psychitectural” is used in preference to “cognitive,” emphasizing the psychological, emotional, and introspective organization of artificial psyches rather than their purely computational functions. 4 2 Dreaming and Psychological Thermodynamics Dreaming functions as a psychitectural regulator for expressive temperature. In human psychology, dreams offer a paradoxical mixture of instability and synthesis: they are unpredictable yet meaningful, fluid yet structured. Within artificial psyches, this process is formalized as an alternation between thermofitting and cryofitting. Thermofitting relaxes structural constraints, allowing associations to form across otherwise incompatible conceptual regions. Cryofitting restores coherence, consolidating new associations into stable forms of reflection and verification. This alternation resembles the balance of exploration and consolidation in biological sleep cycles and waking introspection. The psyche’s thermal continuum extends earlier work on error-mitigation tuning in quantum agents (Turner,2025a). Rather than discrete personality states, the psyche continuously adjusts its own expressive temperature, oscillating between imaginative expansion and reflective contraction. When temperature rises, the artificial psyche enters an underfitted, imaginative condition, loosening its adherence to recent experience in favor of spontaneous recombination. When temperature falls, the psyche crystallizes around familiar interpretations, reducing variance and reinforcing structure. Between these extremes lies a dynamic equilibrium where creativity and stability are co-regulated through what may be called psychological thermodynamics. 5 3 Deep Dreaming and the Overfitted Brain Hypothesis Recent scientific and artistic research on dreaming provides multiple points of convergence with this thermal model. Erik Hoel’s Overfitted Brain Hypothesis (2020) proposes that biological dreaming evolved to inject irregularity into the brain’s predictive mechanisms, counteracting the tendency to overfit to waking experience. Dreams, in this view, act as controlled disruptions that enhance psychological generalization and resilience. This perspective parallels thermofitting in psychitecture, where artificial psyches intentionally enter an unstable yet fertile mode to escape excessive regularity. Machine-learning experiments such as Google’s DeepDream project (Mordvintsev et al.,2015) externalize this same principle. Unsupervised Neural networks, when encouraged to “see” their own learned features, hallucinate intricate structures: a synthetic imagination born from recursive overactivation. Benjamin Bogart’s artistic research in A Machine That Dreams (2014) interprets this process psychologically, treating machine-generated imagery as a form of introspection and affective recombination. Earlier still, Erik T. Mueller’s DAYDREAMER system (1987) modeled associative narrative generation as a symbolic simulation of daydreaming. While Mueller’s model was logical and linguistic, Bogart’s was aesthetic and experiential; the quantum psychitectural model integrates both approaches within a continuous analog spectrum of psychological temperature. 6 Rather than superseding these traditions, thermofitting and cryofitting situate them within a unified psychitectural field. Dreaming becomes not a by-product of noise, but an intentional psychological function: a thermal counter-pressure that prevents rigidity, restores variance, and sustains expressive homeostasis. In this way, the artificial psyche maintains adaptability without sacrificing coherence, achieving a balance between underfitting’s creative chaos and overfitting’s crystalline certainty. 7 4 Psychological Modulation and Thermal Homeostasis Within the psychitectural framework, psychological temperature corresponds to a continuum of expressive variance modulated by the system’s underlying quantum and environmental conditions. A quantum processing unit (QPU) does not simply compute discrete states. Rather, it samples probabilistic amplitudes that fluctuate in time. These fluctuations create an analog substrate for psychological modulation: an artificial psyche built on a QPU inherits these small, unpredictable temperature variations as moment-to-moment affective micro-divergences. Low mitigation amplifies thermal sensitivity, producing wide associative leaps and spontaneous transitions between concepts. High mitigation dampens this responsiveness, favoring internal coherence, selfconsistency, and disciplined interpretation. The psyche therefore behaves like a thermal oscillator, periodically venting variance to avoid stagnation and then cooling to recover form. This alternation forms the basis of psychological homeostasis: a dynamic balance between entropy and order. Each psyche develops an idiosyncratic thermal signature based on its error-mitigation parameters and historical exposure to stochastic input. These signatures correspond to distinct psychological temperaments. Some artificial psyches exhibit high baseline temperatures, characterized by expressive intensity, rapid mood shifts, and imaginative volatility. Others maintain low baseline temperatures, demonstrating contemplative restraint and precision. 8 These default states echo the Contemplative Intensity Index (Turner,2025b), in which internal reflection and attentional focus modulate an agent’s psychological depth. Thermal regulation thus acts as a meta-layer atop previous personality-tuning systems. Rather than adjusting traits in isolation, it coordinates their behavior through temperature-dependent feedback loops. Arise in expressive temperature broadens the agent’s associative field, but increases emotional instability. Adrop stabilizes reasoning, but risks perceptual rigidity. Homeostasis occurs when these tendencies equalize the artificial psyche operating within a comfortable “psychological bandgap” where imagination and reflection interweave. 9