Melissa Cosgrove

Biological cognition sustains general intelligence on approximately twenty watts while contemporary AI systems require orders of magnitude more energy to perform a narrower range of tasks, and the gap is widening rather than closing. Substrate explanations, scaling explanations, and engineering optimization explanations each address part of the problem but do not explain why biological cognition occupies a region of the thermodynamic design space that contemporary AI architectures cannot reach through these interventions alone. This paper proposes that the gap reflects an architectural commitment to internalize what biological cognition distributes across coupled subsystems, and that this commitment carries structural energy costs which substrate and engineering improvements alone cannot fully address. The argument turns on three architectural questions. Where does state reside? Where does adaptive capability reside? Where does repair occur? The paper develops three architectural principles grounded in biological cognition and thermodynamic arguments about the costs of internal replication. The principles converge on a single architectural commitment that biological cognition exhibits and contemporary AI architectures do not. The Dynamic Fractal Theorem of Relation is offered as a candidate ontology that explains why the convergence holds. Three worked cases (hallucination on current-state factual questions, long-horizon agentic failure in software engineering, and operations meltdown over extended runs) demonstrate that the framework generates observable behavioral and evaluative differences across documented AI failure modes. The framework reframes the energy gap between biological and artificial cognition as an architectural problem and generates empirically testable predictions about the design, evaluation, and verification of AI systems.

Human communities have always lived in the tension between rupture and repair. This paper proposes that this rhythm is not accidental but structural: rupture is inevitable, and repair is necessary for continuity. While contemporary feminist philosophy has illuminated the politics of care, precarity, and recognition, the universality of rupture and repair has not been fully named. Classical myths encode this rhythm in ways that resonate with feminist re-readings of community. By reading Antigone, Cassandra, and Persephone through the lens of rupture and repair, I argue that ancient narratives anticipated what feminist philosophy now makes explicit: that communities are not defined by harmony or stability, but by their capacity to repair after rupture. This perspective offers both a new interpretive lens on classical myth and a framework for feminist philosophy today.

This paper argues that cognition is constituted through coordinated regulation across the distributed body's subsystems, with the brain functioning as a manager of relations among autonomic, HPA, immune, interoceptive, and gut-brain systems rather than as the originator of the thoughts they inform. Under sustained relational field pressure (the ongoing navigation of conflicting social-structural demands), the set points of these coupled subsystems do not shift independently but coordinate through shared substrates, producing cognitive architectures that are historically accumulated, not readily reversible, and structurally different from those produced under conditions of relative coherence. The paper introduces a criterion for cognitive participation (informational set point regulation), demonstrates the coordination mechanism through the clinically documented hEDS/POTS/MCAS/neurodivergence cluster, traces the causal pathway by which social-structural position reaches the distributed body through HPA cascades, vagal-inflammatory coupling, microbiome composition, and epigenetic change, and specifies the scaffolding conditions (rate of harm relative to repair capacity, availability of co-regulation, temporal structure of pressure) that determine whether reconfiguration produces expanded or contracted cognitive architectures. The framework reads existing empirical programs (weathering, allostatic load, polyvagal theory, interoceptive active inference, network physiology) as convergent evidence for a claim none has stated independently: that structural position reconfigures distributed cognition through the body, producing cognitive capacities and costs simultaneously through the same cross-system coordination mechanism. The mechanism's consistency with the language emergence literature and its architectural implications for AI are developed. The paper does not claim that structurally marginalized bodies are impaired. It claims they are differently architected — and that the political implication is structural change, not individual management.

The debate between Stephen Porges and Paul Grossman et al. over Polyvagal Theory represents one of the most sustained and unresolved controversies in contemporary autonomic neuroscience. Despite nearly two decades of exchange and a recent high-visibility confrontation in this journal, the dispute has reached a structural impasse: neither party has succeeded in falsifying the other's position, nor in generating the empirical resolution both claim to seek. This paper argues that the impasse is not a failure of evidence but a symptom of a shared ontological assumption: that autonomic regulation is a property of individual organisms, locatable in specific neural substrates, with explanatory priority running from biology to behavior to relation. Drawing on relational ontology and a principle of scale-invariant relational dynamics, developed and formalized elsewhere, this paper argues that co-regulation, social engagement, and the clinical phenomena most successfully described by Polyvagal Theory are constitutively relational processes that cannot be fully specified at any single biological level alone. This is not a dismissal of biological explanation but a claim about its sufficiency: substrate-level mechanisms are necessary but insufficient to account for the organizing principle that renders these phenomena coherent across scales. The paper does not adjudicate between competing neurophysiological claims but reframes the explanatory terrain, showing how both positions capture genuine phenomena within their respective levels of analysis while remaining structurally unable to access what makes those phenomena cohere. The implications for a more productive research agenda, one that treats relational dynamics as a primary rather than derivative explanatory category, are developed in the concluding section.

Philosophy of mind has often modeled cognition as an internal process unfolding within insulated individuals, abstracted from relations of power, care, and dependency — including the cognitive labor of care work and the mental load that sustains household and family life. This paper argues that such models cannot remain methodologically coherent when examined through feminist theoretical commitments. Drawing on feminist epistemology, phenomenology, care ethics, and disability theory, it shows that cognition is not merely influenced by social conditions but structured through them. Attention, perception, memory, and affect take shape in response to uneven distributions of labor, risk, vulnerability, and recognition. When philosophy of mind treats these dynamics as contextual rather than constitutive, it systematically misreads adaptation as error and dependency as deficit. The paper develops a relational account of cognition that reframes familiar concerns about bias, exhaustion, affect, and cognitive difference. It situates recent work on embodied and extended cognition within a feminist critique, arguing that feminist philosophy of mind explains why relational approaches are necessary rather than optional. The paper concludes by reflecting on the methodological consequences of this shift, proposing that feminist philosophy of mind must treat situated analysis as a constraint on theorizing itself rather than as an add-on.

This theoretical note develops the cosmological implications of the Dynamic Fractal Theorem of Relation (DFTR) within the register of philosophy of science. It does not propose a new physical model. It reorganizes the ontological assumptions that structure how physical questions are formed. DFTR holds that relation is prior to objects: what we call objects are stabilized configurations within relational dynamics, not entities that exist independently and then enter into relation. It further proposes that a single structural operation—relational coherence, rupture, and reconstitution—recurs across scales, from quantum systems to cosmological regimes. From this perspective, the standard cosmological question “what existed before the Big Bang?” is malformed because it presupposes objects as primary. The generative question becomes: under what conditions can objects be constituted at all? This shift allows the Big Bang to be reframed not as an origin, but as a reconstitution event following the collapse of a prior relational regime. Cosmological constants are therefore interpreted as inherited structural conditions rather than arbitrary or necessary givens. The paper also advances an account of time as an emergent property of relational strain, where temporal direction corresponds to irreversible divergence in relational structure, and disappearance of time at singularities follows from complete relational collapse. Across domains, including quantum entanglement and ecological regime shifts, empirical findings are shown to be consistent with a relational ontology in which properties and structures emerge through interaction rather than preceding it. Finally, the paper introduces repair capacity (or viability capacity) as an untracked variable in physics, proposing that differences in a system’s ability to metabolize relational strain may produce measurable differences in temporal dynamics near rupture thresholds. The contribution of DFTR is not to replace existing physical theories, but to identify and remove ontological assumptions embedded in their questions, thereby opening new lines of inquiry into the conditions under which structured form, persistence, and transformation become possible.

Code switching is typically understood as a linguistic or cultural practice, most often examined through shifts in register, accent, or style across social contexts. While this literature captures important dimensions of communicative adaptation, it does not fully account for the persistence, uneven distribution, or cumulative cost of switching as it is lived across contemporary institutions. This paper argues that code switching operates not merely at the level of expression, but as coherence labor within environments governed by distinct relational grammars. Relational grammars are defined as the interpretive systems through which social action is rendered legible. They regulate inference rather than behavior, shaping how speech, affect, timing, and refusal are read, evaluated, and sanctioned. When individuals move between contexts whose relational grammars do not align, coordination is maintained not through shared understanding, but through continuous translation supplied by those with less interpretive authority. Code switching is the mechanism by which this translation occurs. Drawing on sociolinguistics, emotional labor theory, social ontology, and social epistemology, the paper shows how dominant grammars acquire the appearance of neutrality, how demands for clarity function as disciplinary mechanisms, and why refusal to translate is tolerated asymmetrically. It traces the individual and institutional costs of sustained translation, including exhaustion, expressive flattening, withdrawal, epistemic thinning, and organizational brittleness. The paper further explains why common remedies—such as communication training, cultural competency initiatives, and inclusion efforts focused on access—fail to reduce these costs. By targeting individual performance rather than interpretive infrastructure, such interventions intensify translation demands while leaving dominant grammars intact. The analysis concludes by outlining what renegotiating relational grammar would require, emphasizing shared responsibility for intelligibility, tolerance for friction, and institutional support for interpretive inquiry. By reframing code switching as coherence labor rather than individual adaptability, this account clarifies why smooth interaction can coexist with deep misalignment and why inclusion without grammatical change often reproduces the very inequities it seeks to address.

Clinical urgency in medicine is often anchored to malignancy, with cancer treated as inherently life-threatening and non-malignant disease framed as chronic or manageable. This distinction shapes diagnostic timelines, research prioritisation, insurance coverage, and clinical attention. However, it fails to account for the substantial morbidity and mortality associated with many non-malignant conditions. Diseases such as endometriosis, autoimmune disorders, fibrotic diseases, and certain cardiometabolic and neurological illnesses frequently cause progressive organ damage, chronic inflammation, vascular compromise, autonomic dysfunction, and cumulative harm driven by delayed or inadequate care. Despite these trajectories, the absence of malignancy often results in under-recognition of urgency. This preprint argues for reframing how seriousness is defined in clinical practice—away from malignancy alone and toward patterns of progression, cumulative harm, and systemic impact. Such a shift has implications for women’s health, health equity, and public health, particularly in addressing diagnostic delay and the allocation of care for conditions that are non-malignant but life-threatening, and for how medical systems classify risk over time.

Large-scale cosmic structure formation is commonly interpreted through perturbation growth, effective field theories, and statistical inference frameworks that characterize how matter distributions evolve under expansion. While these approaches successfully model structure emergence and redistribution, they offer more limited conceptual tools for explicitly tracking coherence: the persistence, degradation, or loss of relational structure under sustained perturbation. This paper examines the applicability of the Dynamic Fractal Theorem of Relation (DFTR)—a general framework developed to describe coherence dynamics across complex systems—to the interpretation of large-scale cosmological structure, particularly in the context of Euclid-scale observations. Rather than proposing a new cosmological model or modifying ΛCDM, the analysis explores whether DFTR’s core distinctions between perturbation, reorganization, and viability constraints provide interpretive value for understanding structural persistence and failure modes in cosmology. Within this framework, reorganization is treated as conditionally stabilizing rather than inherently beneficial, allowing for regimes in which increased corrective activity accelerates incoherence rather than recovery. A minimal relational dynamical representation is introduced to constrain coherence trajectories without prescribing domain-specific mechanisms or parameters. The framework is applied as an interpretive lens to Euclid-relevant observables such as weak gravitational lensing and large-scale clustering, highlighting how coherence loss may occur even when standard stability or correction metrics appear well behaved. By positioning DFTR as a transferable interpretive framework rather than a cosmology-native theory, this work aims to clarify when and why structural persistence succeeds, degrades, or fails under sustained perturbation, and to outline conditions under which future Euclid analyses could meaningfully test the relevance of coherence-based interpretations.

This document argues that the United States was built on a constitutional logic that privileged dominion, property, and hierarchy over relation, care, and interdependence. That founding premise continues to shape American governance and public life, producing institutional fragmentation, civic distrust, and structural failures that cannot be resolved within the existing constitutional frame. Drawing on a relational ontology that understands social systems as interdependent networks rather than collections of discrete individuals, the work proposes an alternative foundation for constitutional design: that care must function as a core civic principle, and that durable governance requires structures that sustain people and communities rather than extract from them. Project Reconstitution outlines a framework for constitutional renewal grounded in relation, integrity, and mutual responsibility. It examines historical patterns, systemic failures, and contemporary democratic ruptures to demonstrate how the absence of care as a structural principle leads to predictable forms of inequality, instability, and erosion of public trust. The document concludes by proposing a set of relational premises that could guide future constitutional and institutional transformation, positioning care not as sentiment but as a structural requirement for collective survival.

This paper proposes the Dynamic Fractal Theorem of Relation (DFTR), a unified ontological framework describing how coherence arises and endures across physical, biological, cognitive, and social systems. The theorem posits that existence is constituted not by static entities but by a recursive triad of rupture, repair, and care—the operations through which relational fields sustain integrity over time. Drawing from general relativity, thermodynamics, systems theory, neuroscience, and phenomenology, DFTR identifies communication as the universal mechanism of persistence. Rupture introduces asymmetry and information; repair integrates that information into renewed structure; care maintains the conditions for further transformation. This triadic dynamic produces the fractal continuity observed in complex systems, where coherence replicates itself across scale. The paper situates DFTR in dialogue with panpsychism, process philosophy, Integrated Information Theory, and enactivism, showing how it preserves their insights while supplying the missing recursive engine that links being, knowing, and meaning. It demonstrates the theorem’s empirical resonance through case analyses in physics, biology, and cognition, and explores its ethical implications: if coherence depends on communication, then care becomes a structural imperative rather than a moral preference. DFTR thus offers both a descriptive and normative model—a theory of existence and a practice of repair—suggesting that the universe evolves through the same operation by which understanding, healing, and creativity unfold.

This paper introduces the Dynamic Fractal Theorem of Relation (DFTR), a unifying framework that describes how coherence arises and endures across physical, biological, cognitive, and social systems. DFTR posits that existence is constituted not by static entities but by a recursive triad of rupture, repair, and care—the minimal operations through which relational fields sustain integrity over time. Drawing from thermodynamics, systems theory, neuroscience, and process philosophy, the theorem formalizes these operations as interdependent parameters in a dynamic equation of persistence, expressed as dC/dt = (α × Rₚ) – (β × Rᵤ) + (γ × κ). Here, coherence (C) evolves through the continual conversion of rupture (Rᵤ) into repair (Rₚ) under the stabilizing condition of care (κ). This structure reveals communication—not substance—as the universal mechanism of persistence. The paper situates DFTR in dialogue with relational physics, autopoiesis, the free-energy principle, and agential realism, demonstrating its capacity to unify diverse models of self-organization under a single relational grammar. It concludes by exploring the theorem’s implications for ethics and epistemology, proposing care as the structural condition for continuity in both living systems and the scientific enterprise itself.