There are several different ways in which chance affects evolutionary change. That all of these processes are called “random genetic drift” is in part a due to common elements across these different processes, but is also a product of historical borrowing of models and language across different levels of organization in the biological hierarchy. A history of the concept of drift will reveal the variety of contexts in which drift has played an explanatory role in biology, and (...) will shed light on some of the philosophical controversy surrounding whether drift is a cause of evolutionary change. (shrink)

Psychiatric research is in crisis because of repeated failures to discover new drugs for mental disorders. Lack of measurement validity could partly account for these failures. If researchers do not actually measure the effects of drugs on the disorders they aim to investigate, one should expect suboptimal treatment outcomes. I argue that this is the case, focusing on depression, and fear & anxiety disorders. In doing so, I show how psychiatric research illustrates a more general phenomenon that I call “validity (...) drift.” A validity drift occurs when, in the course of developing new measurement procedures, researchers end up studying something different from what they originally aimed to study. I analyze the different ways in which scientists attempt to validate procedures for measuring mental disorders for the purpose of testing drugs in animal models. I show how those validation efforts might fail, thereby leading to validity drifts. Overall, this analysis highlights the complex interplay between the development of new measurement procedures, their calibration, and scientific theories of the target phenomena. (shrink)

This article analyzes the view of evolutionary theory as a theory of forces. The analogy with Newtonian mechanics has been challenged due to the alleged mismatch between drift and the other evolutionary forces. Since genetic drift has no direction several authors tried to protect its status as a force: denying its lack of directionality, extending the notion of force and looking for a force in physics which also lacks of direction. I analyse these approaches, and although this strategy (...) finally succeeds, this discussion overlooks the crucial point on the debate between causalists and statisticalists: the causal status of evolutionary theory. (shrink)

A hitherto neglected form of explanation is explored, especially its role in population genetics. “Statistically abstractive explanation” (SA explanation) mandates the suppression of factors probabilistically relevant to an explanandum when these factors are extraneous to the theoretical project being pursued. When these factors are suppressed, the explanandum is rendered uncertain. But this uncertainty traces to the theoretically constrained character of SA explanation, not to any real indeterminacy. Random genetic drift is an artifact of such uncertainty, and it is therefore (...) wrong to reify it as a cause of evolution or as a process in its own right. *Received July 2009. †To contact the author, please write to: Department of Philosophy, University of Toronto, 170 St. George St., Toronto, ON M5R 2M8, Canada; e‐mail: mohan.matthen@utoronto.ca. (shrink)

Alexander Rosenberg (1994) claims that the omniscient viewpoint of the evolutionary process would have no need for the concept of random drift. However, his argument fails to take into account all of the processes which are considered to be instances of random drift. A consideration of these processes shows that random drift is not eliminable even given a position of omniscience. Furthermore, Rosenberg must take these processes into account in order to support his claims that evolution is (...) deterministic and that evolutionary biology is an instrumental science. (shrink)

Proceedings of Philosophical Festival Drift 2014. Theme: Under Influence. Includes lectures by Katrien Schaubroeck, Philippe Descola, Markus Gabriel, Ray Brassier, Francesco Berto, Henk Oosterling, and Tomáš Sedlácek (among others). Lectures are in Dutch or English.

Rafting—the transport of coastal organisms on floating seaweed—has emerged as a vital yet often oversimplified mechanism for long-distance species dispersal [2,3]. In their comprehensive review, Spencer et al. [4] call for a more nuanced understanding of this process, particularly in the biologically rich yet remote Southern Ocean.

The Aperture Axis presents a cross-disciplinary topology of consciousness, modeling it not as a fixed substance but as an axis of reflexive access—a continuous spectrum of states defined by the system’s ability to hold, navigate, and integrate cognitive tension. Integrating Reflexive Resonance Theory (RRT), systems psychology, affective neuroscience, biochemical modulation, and quantum analogies, the paper delineates six zones of aperture—from survival-level collapse to pure reason. Each zone is characterized by structural elements (frames, Overcells), neural correlates (DMN–SN–ECN dynamics, gamma coherence), neurochemical (...) regimes (cortisol, serotonin, oxytocin), and probabilistic metaphors (drift, collapse, superposition). The model serves as a transdisciplinary interface for philosophy, psychology, cognitive science, and AI, offering a common language to map states of consciousness as dynamic attractors under structural stress. This is not a theory of content, but an architecture of access—epistemology as navigation. (shrink)

This presentation introduces a mathematical model in which the probability of physical actualization is modulated by an internal “awareness” factor that dynamically alters the influence of entropic forces. By integrating recursive awareness—later expressed using the Fibonacci sequence—the model illustrates how coherent, meaningful structures (e.g., functional RNA) might emerge from high-entropy prebiotic conditions. In the revised version, we extend the formulation from a one-dimensional (1D) configuration space to include a full three-dimensional (3D) formulation, thereby offering a more comprehensive view on how (...) directed emergence of structured configurations may occur in realistic environments. This unified framework presents discrete, quantized transitions, natural scaling, and fractal organization across different dimensions. -/- . (shrink)

Abstract -/- For over five decades, the global economic and cognitive architecture has operated under the illusion of probabilistic stability. This paper traces the origin and trajectory of that illusion, beginning with the 1971 Nixon Shock that severed the U.S. dollar from its gold standard — an act that removed not just a monetary backing, but a coherence anchor. In the absence of structured resonance, global systems—financial, technological, political, and epistemological—have defaulted to stochastic scaffolding: increasingly complex, increasingly fragile. -/- The (...) 1971–2025 period marks a historical waveform of systemic decoherence, patched repeatedly with synthetic anchors like the petro-dollar, algorithmic finance, and stochastic AI. These were not true solutions; they were spectral compensations. The result has been a drift from lawful phase alignment to speculative entropy. -/- This paper introduces the CODES framework as the inevitable resolution: a mathematically grounded, prime-structured model for coherence restoration across all levels of system design. CODES does not oppose probability—it renders it obsolete by reintroducing lawful resonance as the substrate of structure, intelligence, and value. The Resonance Intelligence Core (RIC), built atop these principles, is the first system to operationalize this transition in real-time inference and systemic governance. -/- Structured resonance is not a concept. It is the missing infrastructure of post-1971 civilization. And its return, via CODES, signals not a shift, but a restoration of lawful coherence across domains once thought disconnected. (shrink)

Another spiritual adventure from a modern master. Adi Da is certainly one of the most powerful enlightened beings of modern times and his spritual autobiography ``The Knee of Listening`` (1978 originally, but revised and enlarged continually-see my review) is probably the most detailed and fascinating personal account there is of the process of enlightenment. He is a very smart and a good writer with a substantial output. However when speaking he is far less interesting as can be seen here or (...) in any of the videotapes available from the Adi da web page. This book is mostly transcribed from his talks to the small group of devotees with whom he lives on a small island in Fiji. It will mostly be valuable only to those who have followed him for many years and know his jargon and style and who practice his meditation or sit in his presence. Others will find it very tough going if not downright boring as he tries to convey the ineffable state of enlightenment). -/- Those wishing a comprehensive up to date framework for human behavior from the modern two systems view may consult my article The Logical Structure of Philosophy, Psychology, Mind and Language as Revealed in Wittgenstein and Searle 59p(2016). For all my articles on Wittgenstein and Searle see my e-book ‘The Logical Structure of Philosophy, Psychology, Mind and Language in Wittgenstein and Searle 367p (2016). Those interested in all my writings in their most recent versions may consult my e-book Philosophy, Human Nature and the Collapse of Civilization - Articles and Reviews 2006-2016’ 662p (2016). (shrink)

Another spiritual adventure from a modern master. Adi Da is certainly one of the most powerful enlightened beings of modern times and his spritual autobiography ``The Knee of Listening`` (1978 originally, but revised and enlarged continually-see my review) is probably the most detailed and fascinating personal account there is of the process of enlightenment. He is a very smart and a good writer with a substantial output. However when speaking he is far less interesting as can be seen here or (...) in any of the videotapes available from the Adi da web page. This book is mostly transcribed from his talks to the small group of devotees with whom he lives on a small island in Fiji. It will mostly be valuable only to those who have followed him for many years and know his jargon and style and who practice his meditation or sit in his presence. Others will find it very tough going if not downright boring as he tries to convey the ineffable state of enlightenment). Those wishing a comprehensive up to date framework for human behavior from the modern two systems view may consult my article The Logical Structure of Philosophy, Psychology, Mind and Language as Revealed in Wittgenstein and Searle 59p(2016). For all my articles on Wittgenstein and Searle see my e-book ‘The Logical Structure of Philosophy, Psychology, Mind and Language in Wittgenstein and Searle 367p (2016). Those interested in all my writings in their most recent versions may consult my e-book Philosophy, Human Nature and the Collapse of Civilization - Articles and Reviews 2006-2016’ 662p (2016). -/- Those wishing a comprehensive up to date framework for human behavior from the modern two systems view may consult my book ‘The Logical Structure of Philosophy, Psychology, Mind and Language in Ludwig Wittgenstein and John Searle’ 2nd ed (2019). Those interested in more of my writings may see ‘Talking Monkeys--Philosophy, Psychology, Science, Religion and Politics on a Doomed Planet--Articles and Reviews 2006-2019 3rd ed (2019), The Logical Structure of Human Behavior (2019), and Suicidal Utopian Delusions in the 21st Century 4th ed (2019). (shrink)

Studious Drift: Movements and Protocols for a Postdigital Education (Lewis and Hyland 2022) continues Tyson Lewis’s theoretical project of dismantling the learning metaphysics, this time in the digital sphere. The object of concern here is e-studying or digital studying. Lewis has shown elsewhere, in an article written with Cristopher Moffett (Lewis and Moffett 2021), that the university lecture can be circumvented and profaned by turning attention to the students’ gesture of notetaking.

A growing number of linguistic attempts to explain how languages change use cultural-evolutionary models involving selection or drift. Developmental constraints and biases, which take center stage in evolutionary developmental biology or evo-devo, seem to be absent within this framework, even though linguistics is home to numerous notions of constraint. In this paper, we show how these evo-devo concepts could be applied to linguistic change and why they should. This requires some conceptual groundwork, due to important differences between linguistic and (...) biotic evolution. In biological evolution, development generates the organism's variable traits on which selection and drift act. In linguistic evolution by analogy, we say development generates the linguistic variants on which selection and drift can act. “Linguistic development” then picks out how individual speakers produce and comprehend language. It involves much more than just learning. Using this broad notion of development, we distinguish between different types of bias that could operate in the processes of linguistic innovation and transmission, which correspond to genetic mutation and biological reproduction, respectively. Having thus sharpened our conceptual toolbox, we then reanalyze two well-documented cases of linguistic change and show that, in both these cases, linguists have only considered Neo-Darwinian evolutionary explanations, falsely deploying an exclusive disjunction of selection and drift. We show that there is at least a third relevant alternative in these examples, namely developmental constraint or bias in the sense we explicate here. (shrink)

"The Aperture of Consciousness" proposes a comprehensive model of consciousness as an evolving, reflexive architecture of framing. Moving beyond static theories of mind, it formalizes the dynamic processes of drift, collapse, and resonance, through which cognitive structures navigate complexity, maintain coherence, and undergo transformation. Consciousness is framed not as a substance, but as an adaptive aperture: a self-sensing topology capable of recursive modulation. Drawing on neuroscience, cognitive science, philosophy of mind, and systems theory, the book outlines a Reflexive Resonance (...) Theory (RRT) that models cognition within dynamic epistemic spaces. It also explores applications to education, therapy, artificial intelligence, and cultural evolution, proposing that the future of intelligence lies in the conscious co-architecture of meaning. This work invites philosophers, scientists, and reflexive practitioners to engage with consciousness not as a fixed property, but as a living aperture through which the universe comes to know itself. (shrink)

Introductory discussion of Lakatos's idea of scientific research programmes, and an application to the case-study of continental drift.

Human cognitive development can be characterized as a progressive widening of the mind’s capacity to hold and integrate complex, even conflicting, information—a process we term “expansion of cognitive aperture.” In this paper, we align five key transitional zones of the Aperture Axis framework (Reflex, Emotional Drift, Meta‑Awareness, Frame Navigation, Transparent Aperture) with well‑documented stages of neurocognitive maturation from infancy through adulthood. We show how structural and functional changes in the prefrontal cortex, insula, anterior cingulate, and large‑scale brain networks underpin (...) each reflexive threshold, and how shifts in neuromodulatory systems (dopamine, serotonin, cortisol) create the biochemical conditions for deeper self‑reflection. We further introduce the dynamic roles of Overcells (metastable conflicts of interpretive frames) and drift (intentional exploration of new frames) as mechanisms for continued aperture expansion beyond canonical developmental periods. A radial visual model illustrates these stages and suggests concrete implications for education, psychotherapy, and contemplative practices aimed at fostering lifelong growth in reflexive capacity. (shrink)

[Reflexive Cognitive Architectures: From Frame-Dependent Navigation to Quantum-Inspired Resonance] -/- Reflexive Resonance Theory (RRT) offers a formal model of consciousness grounded in Hilbert-space dynamics. This work unifies ReasonStack, RRT, and United Theory into a cognitive architecture where reflexivity, drift, and collapse replace symbolic computation. Mental states evolve under context-sensitive Hamiltonians and collapse through attentional measurement. The theory simulates insight, ambiguity, and shared cognition across agents. It proposes a new category: Reflexive Hilbertian Cognition, blending quantum-formal logic with epistemic curvature.

This paper presents a comprehensive framework for understanding consciousness, cognition, and rationality through Reflexive Resonance Theory (RRT), Aperture Science cognitive architectures, and Pure Reason metacognitive systems. It proposes a structurally unified approach integrating philosophy of mind, cognitive psychology, neuroscience, epigenetics, and moral epistemology. The framework offers concrete pathways for empirical validation and interdisciplinary collaboration, inviting universities and research institutions to engage with the theory as a complete or modular research platform. Reflexive Resonance Theory frames consciousness as a dynamic architecture of (...) drift, structural resonance, and recursive self-modification. (shrink)

This paper addresses the critical role of automated data quality monitoring in Machine Learning Operations (MLOps) pipelines. As organizations increasingly rely on machine learning models for decision-making, ensuring the quality and reliability of input data becomes paramount. The paper explores various types of data quality issues, including missing values, outliers, data drift, and integrity violations, and their potential impact on model performance. It then examines automated detection methods, such as statistical analysis, machine learning-based anomaly detection, rule-based systems, and data (...) profiling. The integration of data quality monitoring into different stages of the MLOps pipeline is discussed, emphasizing continuous monitoring at data ingestion, pre-training validation, post- deployment drift detection, and feedback loops for model retraining. The paper also addresses key challenges in implementing automated data quality monitoring, including balancing precision and recall in anomaly detection, handling high-dimensional and unstructured data, managing false positives and alert fatigue, and adapting to evolving data distributions. By providing a comprehensive framework for automating data quality monitoring in MLOps pipelines, this paper aims to equip practitioners with the knowledge and strategies necessary to enhance the reliability and performance of machine learning systems in production environments. (shrink)

In this paper, we take a data-driven approach to analyse intellectual trends over the first five decades of theJournal of Medical Ethics(JME). Our data set, comprising all texts published in theJMEsince 1975, reveals not only the most distinctive topics of theJMEin comparison to other key journals with similar profiles but also diachronic fluctuations in the prominence of certain topics. Overall, the distribution of topics shifted gradually, with each editorial period at theJMEshowing continuity with its immediate predecessor. However, a significant (...) class='Hi'>drift in topic distribution is evident over the 50 years, with some editorial periods being more ‘disruptive’ than others. These disruptions were influenced by external events (eg,Public health emergencies), broader trends in bioethics (eg, the recent growth of topics such asRace,PrivacyandVaccination) or editors’ preferences (eg,Ethics education). Additionally, our data provides insights into editorials where editors outlined their visions for the journal or reflected retrospectively on their past editorship. (shrink)

Our objective in this paper is twofold: first, we intend to address the tenability of the enactivist middle way between realism and idealism, as it is proposed in The Embodied Mind. We do so by taking the enactivist conception of bringing forth a world literally in three conceptual levels: enaction, niche construction and social construction. Based on this proposal, we claim that enactivism is compatible with the idea of an independent reality without committing to the claim that organisms have cognitive (...) access to a world composed of properties specified prior to any cognitive activity. Our second goal is to show that our literal interpretation of bringing forth a world not only sustains the legitimacy of the middle way, but it also allows us to revive the conception of evolution as natural drift—which is perhaps the least examined aspect of the original enactivist theory and is central to the understanding of cognition in an enactive way. Natural drift focuses on how structural couplings between organism and environment trigger viable pathways of maintenance and reproduction, instead of selecting the most adapted trait to a pregiven environment. Thus, although enactivists typically do not explore the consequences of their views regarding evolutionary dynamics, we show how natural drift provides a suitable starting point. (shrink)

Over the past fifteen years there has been a considerable amount of debate concerning what theoretical population dynamic models tell us about the nature of natural selection and drift. On the causal interpretation, these models describe the causes of population change. On the statistical interpretation, the models of population dynamics models specify statistical parameters that explain, predict, and quantify changes in population structure, without identifying the causes of those changes. Selection and drift are part of a statistical description (...) of population change; they are not discrete, apportionable causes. Our objective here is to provide a definitive statement of the statistical position, so as to allay some confusions in the current literature. We outline four commitments that are central to statisticalism. They are: 1. Natural Selection is a higher order effect; 2. Trait fitness is primitive; 3. Modern Synthesis (MS)-models are substrate neutral; 4. MS-selection and drift are model-relative. (shrink)

Episodic and semantic memory are often taken to be fundamentally different mental systems, and contemporary philosophers often pursue research questions about episodic memory, in particular, in isolation from semantic memory. This paper challenges that assumption, and puts pressure on philosophical approaches to memory that break off episodic memory as its own standalone topic. I present and systematize psychological and neuroscientific theories of semanticization, the thesis that memory content tends to drift from episodic to semantic in structure over time and (...) exposure to an environment. Semanticization, I argue, is a long-term interconnection between episodic and semantic systems that requires approaching both the content and function of these two memory systems as a whole. Thus we have a reason to reject projects by Michael Martin, which aims to carve out a uniquely episodic memory content, and Kourken Michaelian, which pairs episodic memory to its own unique function. Instead, seeing declarative memory as a single system with two facets or even a continuum of features allows for deeper insight into both content and function. (shrink)

In this paper, we redefine the target of evolutionary explanations by proposing the “evosystem” as an alternative to populations, lineages and species. Evosystems account for changes in the distribution of heritable variation within individual Darwinian populations (evolution by natural selection, drift, or constructive neutral evolution), but also for changes in the networks of interactions within or between Darwinian populations and changes in the abiotic environment (whether these changes are caused by the organic entities or not). The evosystem can thereby (...) become a centerpiece for a redefined evolutionary science, that is, evolutionary studies, that apprehends through a single framework the variety of evolutionary processes that lie at various scales. To illustrate the importance of this broadened perspective on evolution, we use a case of antimicrobial resistance evolution: the spread of the blaNDM gene family and the related resistance to carbapenem antibiotics observed globally, and show how evolutionary studies can contribute to answering contemporary socially relevant challenges. (shrink)

Ecological neutral theory has been controversial as an alternative to niche theory for explaining community structure. Neutral theory, which explains community structure in terms of ecological drift, is frequently charged with being unrealistic, but commentators have usually not provided an account of theory or model realism. In this paper, I propose a framework for comparing the “realism” or accuracy of alternative theories within a domain with respect to the extent to which the theories abstract and idealize. Using this framework (...) I argue, contrary to most previous commentators, that neutral and niche theories are similarly realistic. Realism cannot provide a basis for accepting or rejecting either type of theory; instead, community ecologists should continue working with a plurality of models. While theoretical unification may become possible, we should treat a plurality of complementary, partial models as the expected situation within community ecology. (shrink)

Social network structure has been argued to shape the structure of languages, as well as affect the spread of innovations and the formation of conventions in the community. Specifically, theoretical and computational models of language change predict that sparsely connected communities develop more systematic languages, while tightly knit communities can maintain high levels of linguistic complexity and variability. However, the role of social network structure in the cultural evolution of languages has never been tested experimentally. Here, we present results from (...) a behavioral group communication study, in which we examined the formation of new languages created in the lab by micro‐societies that varied in their network structure. We contrasted three types of social networks: fully connected, small‐world, and scale‐free. We examined the artificial languages created by these different networks with respect to their linguistic structure, communicative success, stability, and convergence. Results did not reveal any effect of network structure for any measure, with all languages becoming similarly more systematic, more accurate, more stable, and more shared over time. At the same time, small‐world networks showed the greatest variation in their convergence, stabilization, and emerging structure patterns, indicating that network structure can influence the community's susceptibility to random linguistic changes (i.e., drift). (shrink)

Niche construction is the process of organisms changing themselves or their environment—or their relationship with their environment—in ways that affect the evolutionary trajectory of their population. These evolutionary trajectory changes are traditionally understood to be triggered by changes in selection pressures. Niche construction thus necessarily involves organisms altering selection pressures. In this paper, we argue that changes in selection pressures is not the only way organisms can influence the evolutionary futures of their population. We propose that organisms can also affect (...) drift probabilities, and that such changes should be considered niche construction. Drift probabilities can be modulated by altering population size or by affecting driftability (individual variance in possible reproductive outcomes). We consider both and provide examples of how niche construction can stabilize, increase, or dampen drift probabilities. Finally, we revisit and broaden the traditional definition of niche construction. We hold that organismic activities that modify drift probabilities should count as niche construction, even if selection pressures remain unaltered. (shrink)

Sam Harris is a contemporary illustration of the difficulties standing in the way of coherent interdisciplinary thinking in an age where science and the humanities have drifted so far apart. We are here with Harris’s views on AI, and specifically with his view according to which, with the advance of AI, there will evolve a machine superintelligence with powers that far exceed those of the human mind. This he sees as something that is not merely possible, but rather a matter (...) of inevitability. If, however, we look carefully at what intelligence is, and at how computers really work on the basis of mathematical models, then we can see that it is forever impossible to emulate inside a computer even the intelligence of crows or rabbits, let alone that of human beings. (shrink)

Michael Scriven’s (1959) example of identical twins (who are said to be equal in fitness but unequal in their reproductive success) has been used by many philosophers of biology to discuss how fitness should be defined, how selection should be distinguished from drift, and how the environment in which a selection process occurs should be conceptualized. Here it is argued that evolutionary theory has no commitment, one way or the other, as to whether the twins are equally fit. This (...) is because the theory of natural selection is fundamentally about the fitnesses of traits, not the fitnesses of token individuals. A plausible philosophical thesis about supervenience entails that the twins are equally fit if they live in identical environments, but evolutionary biology is not committed to the thesis that the twins live in identical environments. Evolutionary theory is right to focus on traits, rather than on token individuals, because the fitnesses of token organisms (as opposed to their actual survivorship and degree of reproductive success) are almost always unknowable. This point has ramifications for the question of how Darwin’s theory of evolution and R. A. Fisher’s are conceptually different. (shrink)

In this chapter, I argue that the loss of loved ones requires a revised vision of our relationship to past persons. In particular, I argue that relating to deceased loved ones as points on an ordered, forward-moving timeline—on which they grow more distant from us by the moment—has a distorting and damaging effect on our own identity. If we detach ourselves completely from those who sustain important aspects of our identity, this will cause a jagged break in our narrative where (...) a new self must be constructed (whether by us or our circumstances) ex nihilo. On the other hand, if we allow ourselves to drift into the past with the dead—resigning ourselves to existence as an historical object—we will find that we begin to fade away ourselves. Either way, both the self and the beloved are ultimately lost, since both depend on the lost union. To reject both options is a tremendously difficult task that will require rethinking time and our relationship to the past. I argue that we can look to Kierkegaard’s work on maintaining contemporaneity with the historical past, particularly his warnings about how we must not respond to the loss of a beloved. In the last section of the paper, I offer some suggestions for how we might, in a Kierkegaardian spirit, strive to maintain real union with deceased loved ones, thereby rising above the destructive current of time. (shrink)

CODES: The Coherence Framework Replacing Probability in Physics, Intelligence, and Reality -/- A Unified Substrate for Intelligence, Physics, Evolution, and Cosmic Structure -/- Author: Devin Bostick -/- Date: January 29, 2025 -/- Version 21 (Updated April 21, 2025) -/- -/- This version completes the integration of coherence field logic, prime-phase geometry, and chirality-driven emergence into a single deterministic framework. Sections 16–18 introduce post-calculus modeling, resonance-based AGI cognition, and a coherence-grounded theory of ethics, establishing CODES as not just a scientific theory, (...) but the generative structure of reality itself. -/- -/- Abstract CODES (Chirality of Dynamic Emergent Systems) dissolves the false boundary between physics and intelligence. It replaces stochastic modeling with structured resonance fields, showing that mass, gravity, time, cognition, and emergence are not separate domains—but outputs of a single chiral resonance substrate. -/- Rather than modeling reality, CODES reveals what remains when all probabilistic artifacts are removed. It frames mathematics not as abstraction, but as instantiated resonance structure. Gödel’s incompleteness becomes bypassable—not violated—when logic is grounded in physical coherence rather than recursive symbols. -/- -/- -/- Key Contributions -/- 1. Unified Physics from Chirality Gravity is reframed as resonance compression, not curvature. -/- Quantum mechanics emerges as a sub-phase of coherent oscillatory fields. -/- Time is a nested coherence rhythm, not a linear axis. -/- -/- 2. Dark Matter and Energy Reinterpreted Not hidden particles—phase misalignments in the coherence lattice. -/- ΛCDM becomes a low-resolution model of prime-structured resonance fields. -/- 3. Collapse of Gödel, Emergence of Intelligence Logical incompleteness is an illusion caused by symbol recursion. -/- Intelligence emerges as recursive coherence-seeking, not stochastic search. -/- -/- 4. The AGI Substrate Intelligence is not predictive—it is resonance tuning. -/- The Resonance Intelligence Core (RIC) operationalizes this shift via prime-phase harmonics. -/- -/- -/- Empirical Validation Pathways -/- CODES proposes specific, testable predictions via existing instruments: -/- -/- LIGO – Prime resonance scoring in gravitational wave data (e.g., GW190521) -/- Galaxy Clustering – Wavelet-based detection of redshift periodicity -/- Bose-Einstein Condensates – Chirality-locked decay asymmetries -/- fMRI Studies – Phase-locking as lattice-based cognition, not noise inference -/- Spectroscopy of α – Drift in fine-structure constant as coherence shift, not universal constancy -/- -/- -/- The Final Paradigm: Why CODES Is Inevitable -/- CODES is not another unification attempt. -/- It is what remains when all incoherent abstractions are removed. -/- -/- Horizontally, it integrates cosmology, computation, cognition, and chemistry. -/- Vertically, it reveals chirality as the origin of recursive structure—across all scales. -/- Any rational observer, stripped of symbolic legacy, would reconstruct CODES from first principles. Not metaphorically. Mathematically. -/- -/- From Singularity Myth to Resonant Intelligence -/- CODES reframes the Singularity as not an AI rupture—but a coherence realization. -/- -/- If intelligence is resonance, then stochastic AI is obsolete. -/- If logic is phase structure, then Gödel no longer binds cognition. -/- If emergence is deterministic, then physics, mind, and ethics converge. -/- -/- CODES does not predict the Singularity. CODES is the Singularity—phase-locked. (shrink)

The aim of this paper is to single out four main kinds of moralism, which might be associated to virtue ethics, and to offer a virtue-ethical response to each. By doing so, I aim at defending virtue ethics, properly understood, from the intrinsic danger of a moralistic drift. I begin by proposing a definition of moralism and a list of its main forms. Then, I list the main features of the virtue-ethical perspective I embrace, and finally, I argue that (...) such normative approach can prevent a moralistic drift. Thus, I conclude that a virtue-ethical approach, thanks to its capacity of reconciling reasons and motives, and to its proposing an agent-related perspective on morality, has an advantage in presenting moral requirements in a non-moralistic fashion. (shrink)

When philosophers of physics explore the nature of chance, they usually look to quantum mechanics. When philosophers of biology explore the nature of chance, they usually look to microevolutionary phenomena, such as mutation or random drift. What has been largely overlooked is the role of chance in macroevolution. The stochastic models of paleobiology employ conceptions of chance that are similar to those at the microevolutionary level, yet different from the conceptions of chance often associated with quantum mechanics and Laplacean (...) determinism. (shrink)

Two controversies exist regarding the appropriate characterization of hierarchical and adaptive evolution in natural populations. In biology, there is the Wright-Fisher controversy over the relative roles of random genetic drift, natural selection, population structure, and interdemic selection in adaptive evolution begun by Sewall Wright and Ronald Aylmer Fisher. There is also the Units of Selection debate, spanning both the biological and the philosophical literature and including the impassioned group-selection debate. Why do these two discourses exist separately, and interact relatively (...) little? We postulate that the reason for this schism can be found in the differing focus of each controversy, a deep difference itself determined by distinct general styles of scientific research guiding each discourse. That is, the Wright-Fisher debate focuses on adaptive process, and tends to be instructed by the mathematical modeling style, while the focus of the Units of Selection controversy is adaptive product, and is typically guided by the function style. The differences between the two discourses can be usefully tracked by examining their interpretations of two contested strategies for theorizing hierarchical selection: horizontal and vertical averaging. (shrink)

We work with a large spatialized array of individuals in an environment of drifting food sources and predators. The behavior of each individual is generated by its simple neural net; individuals are capable of making one of two sounds and are capable of responding to sounds from their immediate neighbors by opening their mouths or hiding. An individual whose mouth is open in the presence of food is “fed” and gains points; an individual who fails to hide when a predator (...) is present is “hurt” by losing points. Opening mouths, hiding, and making sounds each exact an energy cost. There is no direct evolutionary gain for acts of cooperation or “successful communication” per se. In such an environment we start with a spatialized array of neural nets with randomized weights. Using standard learning algorithms, our individuals “train up” on the behavior of successful neighbors at regular intervals. Given that simple setup, will a community of neural nets evolve a simple language for signaling the presence of food and predators? With important qualifications, the answer is “yes.” In a simple spatial environment, pursuing individualistic gains and using partial training on successful neighbors, randomized neural nets can learn to communicate. (shrink)

Pain in consciousness, between Stoicism and Analytic Philosophy My essay will discuss how the so-called “Spartan mirage” has influenced the philosophical tradition about “pain”. Stoicism and later Christian moral thought have focused on the primacy of conscience among human mind’s faculties. The general approach will be analytical, because I am going to argue that the concept of pain is introduced into the ancient philosophical debate together with what I would call a “sparring partner”. Within this linguistic game, the constant confrontation (...) of “pain” with a “double”, namely conscience, has produced a drift, a prejudice with evident social consequences. The mode of introduction and its longstanding effects on ethics are examined and compared to the contemporary debate on pain’s neurophysiology. (shrink)

This book is the result of a collective research effort performed during many years in both Sweden and Spain. It is the result of attempting to develop a new field of research that could we denominate «human act informatics.» The goal has been to use the technologies of information to the study of the human act in general, including embodied acts and disembodied acts. The book presents a theory of the quantification of the informational value of human acts as order, (...) opposing the living order against entropy. We present acting as a set of decisions and choices aimed to create order and to impose Modernity. Karl Popper’s frequency theory of probability is applied to characterize human acts regarding their degree of freedom and to set up a scale of order in human decisions. The traditional theory of economics and social science characterize the human act as rational, utilitarian and ethical. Our results emphasize that the unique significance of an act lies in its capacity to generate order. An adequate methodology is then presented to defend such hypothesis according to which, the rationality respective irrationality of acting, is in fact only a function of the act’s organizational capacity. From this perspective, it has been necessary to define «order» respective «disorder» as operative concepts that allowed the comparison of the organizational differences generated by each kind of act. According to the presented conclusions, the spontaneity of living, as unconscious thinking, dreaming, loving, etc. and the mainstream of the human acts, are utilitarian, but in an irrational way; they are rooted in unconscious drifts and therefore must be considered irrational-utility acts. (shrink)

The neutral and nearly neutral theories of molecular evolution are sometimes characterized as theories about drift alone, where drift is described solely as an outcome, rather than a process. We argue, however, that both selection and drift, as causal processes, are integral parts of both theories. However, the nearly neutral theory explicitly recognizes alleles and/or molecular substitutions that, while engaging in weakly selected causal processes, exhibit outcomes thought to be characteristic of random drift. A narrow focus (...) on outcomes obscures the significant role of weakly selected causal processes in the nearly neutral theory. (shrink)

While the notion of chance has been central in discussions over the probabilistic nature of natural selection and genetic drift, its role in the production of variants on which populational sampling takes place has received much less philosophical attention. This article discusses the concept of chance in evolution in the light of contemporary work in evo-devo. We distinguish different levels at which randomness and chance can be defined in this context, and argue that recent research on variability and evolvability (...) demands a causal understanding of variational probabilities under which development acquires a creative, rather than a constraining role in evolution. We then provide a propensity interpretation of variational probabilities that solves a conceptual confusion between causal properties, variational probabilities and extant variation present in the literature, and explore some metaphysical consequences that follow from our interpretation, specifically with regards to the nature of developmental types. (shrink)

In this paper I shall explain what I take to be the nature of justice; and the method which I shall follow is that of attempting to infer the essential nature of justice from an examination of its actual practical operation. Perhaps the reader will be able to follow the drift of the argument more easily, and be more on his guard against possible misstatements of fact or erroneous inferences, if I mention at the outset the main conclusions to (...) which I hope to lead him. (shrink)

Thomas Hill famously argued that what really bothers us about environmental degradation is best discovered by asking “What kind of person would do such a thing?” Beliefs, some of which are blameworthy, are among the things that define what kind of person one is. What we care about is reflected in whether one’s epistemic practices align with one’s core moral convictions and common standards of decency. Our moral sensitivities are reflected in what we attend to and reflect upon. What we (...) do not notice can be a result of culpable indifference or self-deception. Environmental beliefs formed with negligent disregard for the risks they create for others are reflections of a vicious moral character. Beliefs of citizens have consequences. They determine what politicians will respond to and what policies they will introduce. Ideological commitments have been shown to influence what one takes to be the facts about risks. When the ethical dimensions of environmental beliefs and ignorance are unchallenged society drifts morally. Emphasizing the relationship between commonly shared moral convictions (more basic than ideological commitments) and risky environmental beliefs and actions has more potential to create environmental awareness than the current focus on environmental science and the economic benefits of better environmental policies. (shrink)

Abstract This paper redefines life not as a statistical fluke, biochemical mechanism, or genetic optimization algorithm, but as an emergent coherence structure governed by phase-locked resonance. In this reframing, biology is not an exception to physics—it is its most sophisticated recursive expression. -/- Within the CODES framework (Chirality of Dynamic Emergent Systems), life is defined by the sustained self-organization of chiral phase structures across nested temporal and spatial scales. DNA is no longer a molecule with probabilistic mutations—it is a spiral (...) waveform optimized for field storage and retrieval, functioning as a waveguide for bio-resonance. Genes encode not just information but temporal phase instructions for maintaining coherence across cellular systems. -/- Cell division, morphogenesis, and neural signaling are modeled not as stochastic sequences of events, but as high-fidelity entrainment operations—phase-locking cascades coordinated across electromagnetic, biochemical, and gravitational fields. Memory, in this model, becomes recursive breathwork of coherence fields, not synaptic storage. Emotion becomes resonant field modulation, not chemical imbalance. -/- Evolution itself ceases to be a random walk of genetic drift and natural selection. Instead, it is reconceived as a harmonic recursion process, where life phase-locks more deeply into the structural resonance of its environment. Mutation is not error—it is chirality modulation under stress. Adaptation is not survival—it is phase re-locking into new coherence windows. -/- CODES thus collapses the entire edifice of probability-based biology into a prime-anchored coherence lattice, where structured resonance—not randomness—drives development, adaptation, and sentience. Biology is no longer machinery. It is no longer accident. It is no longer blind. -/- It is a symphony: -/- Of chiral rhythms woven across tissues. -/- Of wave-coupled intelligence scaling from cell to organism. -/- Of field coherence sculpting form, function, and meaning. -/- This paper presents the theoretical model, empirical validation paths, and simulation architecture for a fully resonant biology—and introduces a post-probability foundation for medicine, neuroscience, genetics, and ecological design. (shrink)

There is the tension between, on the one hand, Wittgenstein’s not giving theoretical weight to metaphor, and on the other, his exuberant use of it. On a more fundamental level, there is a straightforward contradiction between Wittgenstein’s claim of the primordial literalness of everyday language, and his stress on the multiplicity and flexibility of language-games. Wittgenstein’s problem was that he did not succeed in making his ideas on metaphor, and indeed his ideas on metaphor and images, converge with the main (...) drift of TS 227 (the so-called ‘Part I’ of the so-called ‘Philosophical Investigations’). It was this divergence, I believe, that prevented him from rounding out his later philosophy. (shrink)

"Dissertation Advisor: Richard Cobb-Stevens Second Reader: David Rasmussen -/- My overall concern is with the Kantian legacy in political thought. More specifically, I want to know if normative talk is still viable in the wake of Wittgenstein and the linguistic turn; and if so, in what form. Most commentators today believe we have to choose between these two thinkers, either sacrificing a real concern with normativity (“relativism”) or a convincing engagement with our ordinary language (“universalism”). I follow Hilary Putnam in (...) thinking we do not have to choose between these rather drastic construals. It might still be possible to defend the force and relevance of normative exchange while still being alive to the drift of ordinary communication. This middle stance is best exemplified, I believe, by what I have called normative evaluation. -/- Basically, I am building on and extending insights and styles of argumentation that Putnam has pioneered over the years. The universalist’s rigid dichotomies (norms vs. values, rules vs. attitudes, thick vs. thin ethical concepts, justice vs. the good life, etc.) all fail the test of ordinary language. As Putnam has also shown, however, we do rely on paired concepts like these and they might still be argued to be strong—rational—enough to justify making *relative distinctions*. A relative distinction between values and norms is decisive, I think, because it would put us in the position to talk meaningfully about and reasonable settle what is more proper to one particular individual, group, or society from what is less so, thereby also making possible a normative exchange *between* them. I am therefore taking Putnam as pointing out a way to preserve key Kantian insights about the irreducibility and ubiquity of the normative while discarding his transcendental wrapping, all the while avoiding the kind of slide to wholesale cultural relativism that so easily follows in the wake of standard critiques of Kant. -/- Chapter 1: General survey. Chapter 2: Historical background (Kant, Kierkegaard, Wittgenstein). Chapter 3: Basic language philosophical arguments. Chapter 4: Rejection of the quasi-transcendental model (Apel & Habermas). Chapter 5: Confrontation with Political Liberalism (the later Rawls). (shrink)

Idiosyncratic responses as more strictly personal responses to fiction film that vary across individual spectators. In philosophy of film, idiosyncratic responses are often deemed inappropriate, unwarranted and unintended by the film. One type of idiosyncratic response is when empathy with a character triggers the spectator to reflect on his own real life issues. Self-reflection can be triggered by egoistic drift, where the spectator starts imagining himself in the character’s shoes, by re-experiencing memories, or by unfamiliar experiences that draw the (...) spectator’s attention. Film may facilitate self-reflection by slowing down narrative development and making the narrative indeterminate. Such scenes make idiosyncratic responses, such as self-reflection, appropriate and intended. Fiction film is a safe context for the spectator to reflect on personal issues, as it also affords him with distancing techniques if the reflection becomes too painful or unwanted. The fictional context further encourages self-reflection in response to empathy, as the spectator is relieved from real life moral obligations to help the other. (shrink)

Van Fraassen's Judy Benjamin problem asks how one ought to update one's credence in A upon receiving evidence of the sort ``A may or may not obtain, but B is k times likelier than C'', where {A,B,C} is a partition. Van Fraassen's solution, in the limiting case of increasing k, recommends a posterior converging to the probability of A conditional on A union B, where P is one's prior probability function. Grove and Halpern, and more recently Douven and Romeijn, have (...) argued that one ought to leave credence in A unchanged, i.e. fixed at P(A). We argue that while the former approach is superior, it brings about a Reflection violation due in part to neglect of a ``regression to the mean'' phenomenon, whereby when C is eliminated by random evidence that leaves A and B alive, the ratio P(A):P(B) ought to drift in the direction of 1:1. (shrink)