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A Sourcebook for the Worldwide Discovery of a Creative Organic Universe
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I. Our Planatural Edition: A 21st Century PhiloSophia, Earthropo Ecosmic PediaVersion

C. An Earthumanity Era: A 2020s Cerebral Cyberspace Achieves a Worldwise Knowsphere Resource

Nonacs, Peter, et al. Social Evolution and the Major Evolutionary Transition in the History of Life. Frontiers in Ecology and Evolution. December, 2021. The editors for this special section are Peter Nonacs UCLA (Center for Behavior, Evolution & Culture,) Karen Kapheim, Utah State University (comparative genomics) and Heikki Helantera, University of Helsinki, (evolutionary ecology) are deeply engaged in field and conceptual studies which could be well served by an endemic structural arrangement and emergent orientation (Brief capsules in their own words below.) As an observation, just as a teleologic course could no longer be ignored (section herein), so this nested scale from 1995 is now similarly gaining a full, revelant acceptance. Its inclusion then describes a revolutionary (EarthWin) appreciation of life’s true developmental gestation. A further merit is a strongest case to date for an ascendant personsphere sapience learning on her/his own.

Among the ten entries are an overview survey: Major Evolutionary Transitions and the Roles of Facilitation and Information in Ecosystem Transformations by Amanda Robin, et al, What Do We Mean by Multicellularity? The Evolutionary Transitions Framework Provides Answers by Caroline Rose and Katrin Hammerschmidt, The Evolution of Microbial Facilitation: Sociogenesis, Symbiogenesis, and Transition in Individuality by Istvan Zachar, Gergely Boza The Major Transitions in Evolution: A Philosophy of Science Perspective by Samir Okasha and notably Design for an Individual: Connectionist Approaches to the Evolutionary Transitions in Individuality by Richard, Watson, et al (search)

In their classic 1995 book, John Maynard Smith and Eors Szathmáry sketched the evident presence of eight major evolutionary transitions (METs) in the long history of life on earth. But 27 years since, optional views, and detail debates about defining features and qualities still persist. Attempts to find deep, constant patterns and processes also go on, but have not yet integrated this entire sweep of evolution and ecology from replicating molecules to loquacious humans. It seemed appropriate to post a topical issue which could gather, assimilate and enjoin these many aspects, air specific issues and consider a common, nested sequence. To wit, METs are seen to occur as fusions of independent individuals into a higher order entity, along with a novel way that information is stored and transmitted. In addition, the ecological context where this ascendant course goes on is rarely considered. Into these 2020s, new findings and novel ideas about life’s developmental stirrings, genetic bases and consequent course to our consummate global retrospective could provide a salutary synthesis. (Nonacs, et al, Introduction excerpt)

I view my research program as the intersection of Evolutionary and Behavioral Ecology explores why questions and how issues. My students and I use several approaches from mathematical theories to empirical methods and field work in Panama. Although most of my work is with social insects, we are open to any system or species depending on how well suited they are to learn about vital evolutionary phenomena. (P. Nonacs)

I began my scientific life in Kay Holekamp's lab as at Michigan State University. After a stint as a zookeeper, I went to grad school at UCLA where my PhD was co-advised by Peter Nonacs and Bob Wayne as a shift from carnivores to bees. A post-doc followed in Gene Robinson's lab at UIUC, where I got into genomic aspects. I started my own lab at Utah State University in 2014. (K. Kapheim)

I see sociality, cooperation, conflict and communication everywhere. I work on genomics and transcriptomics, behaviour, chemical ecology and conceptual approaches to evolution. Beyond social insects, another necessary topic I study is the major transitions in evolution. In regard, I carry out theoretical and empirical analyses on similarities and differences between in complex multicellularity and superorganisms. (H. Helantera)

Ourllette, Nicholas. A Physics Perspective on Collective Animal Behavior. Physical Biology. 19.2, 2022. The Stanford University systems physicist (search) has become a leading authority for the study of dynamic group-wide activities, and the derivation of common features across all manner of species. His subject choice has been midge insects suitable for laboratory tests. (I heard Nicholas speak at UMass Amherst around 2010 when he was at Yale. A view even back then was that it didn’t matter which critter one chose, they all behave the same.) Into 2022, this timely review with 160 references can now cite a robust confirmation of this natural invariance. Premier research has investigated avian flocking, fish pods, wildebeest herds and all the way to invertebrate molds. (That is, except people because individual me yet opposes social We.) Akin to Self-Organization in Stellar Evolution (Georigiev, 2022), our EarthWise endeavors seem to be entering a new convergent stage of universal confirmations. Stars and starlings array and move to the same independent, genotype-like score and script. We may begin to glimpse an actual 2020s discovery that our participatory bioplanet is meant to achieve.

The dynamic patterns and coordinated motion displayed by groups of social animals are a beautiful example of self-organization in natural far-from-equilibrium systems. Recent advances in active-matter physics have enticed physicists to consider how their results can be extended from microscale physical systems to groups of real, macroscopic animals. At the same time, better measurement technologies have achieved high-quality empirical data for animal groups both in the laboratory and the wild. In this review, I describe how physicists have approached synthesizing, modeling, and interpreting this information, both at the level of individual animals and the group scale. I focus on the kinds of analogies that physicists have made between animal groups and more traditional areas of physics. (Abstract)

Parisi, Giorgio. In a Flight of Starlings: The Wonders of Complex Systems. New York: Penguin, 2023. . As a way to belatedly recognize so many advances in this new scientific field, the 2022 Nobel physics prize was awarded to Giorgio Parisi, a pioneer Italian theorist since the 1970s as a representative choice.. In response he wrote this slim edition as a broad survey of science itself, its social values, and specific aspects such as phase transitions and collective phenomena, spin glasses and so on. But we remind that this 21st century revolution remains at much odds with the old particle paradigm whereof nothing else exists or is going on by itself.

In a Flight of Starlings, celebrated physicist Giorgio Parisi guides us through his unorthodox yet exhilarating work, starting with investigating the principles of physics by observing the flight of flocks of birds. Studying the movements of these communities, he has realized, proves an illuminating way into understanding complex systems of all kind from atoms to other animals, such as ourselves, and onto planets. Along the way, he reflects on the lessons he has taken from a life in pursuit of scientific truth: the importance of serendipity to the discovery of new ideas, the surprising kinship between physics and other disciplines, and the value of science to a thriving society. Giorgio Parisi is a professor of theoretical physics at the Sapienza University of Rome.

Plotnitsky, Arkady and Emmanuel Haven, eds. The Quantum-Like Revolution: A Festschrift for Andrei Khrennikov. Online: Springer, 2023. A Purdue University physicist and a Memorial University, Canada economist gather a steady flow of frontier, innovative papers by the Russian polyscientist presently at the International Center for Mathematical Modeling in Physics and Cognitive Sciences, Linnaeus University, Sweden. Search AK on the arXiv.org eprint site for some 321 results. A main theme of his expansive thought is to explain how quantum phenomena is similarly evident in many seemingly far-removed areas. For a latest paper see Open Systems, Quantum Probability, and Logic for Quantum-like Modeling in Biology, Cognition, and Decision-Making in Entropy (25/6, 2023, also 2306.08599)

Over the last ten years, the malleable formalism of quantum-like models are broadly applied in areas such as psychology, cognition, economics, political science, and molecular biology. This Festschrift honors a key figure in this field: Andrei Khrennikov, who made momentous contributions to both quantum foundations and these expansions. But the volume orients its reader more toward the future. Khrennikov’s luminous, frontier advances have well established the great promise of quantum and quantum-like thinking across an interdisciplinary 21st century synthesis of classical phases and the physical foundations that they manifestly arise from and exemplify. (Book)

The aim of this review is to highlight the possibility of applying the mathematical formalism and methodology of quantum theory to model behavior of complex biosystems, from genomes and proteins to animals, humans, and ecological and social systems. Such models are known as quantumlike, and they should be distinguished from genuine quantum physical modeling of biological phenomena. One of the distinguishing features of quantum-like models is their applicability to macroscopic biosystems or, to be more precise, to information processing in them. (AK article)

Ravn, Ib. Beyond Chaos and Rigidity, Flexstability. New Ideas in Psychology. August, 2022. As peoples and cultures world over become so polarized between such dual archetypal opposites, persuasions or fixations, a senior Aarhus University, Danish School of Education psychologist proposes an evident (once and future) middle way integrative unity. See also similar suggestions such as tradition and innovation by Jagiello, Heyes and Whitehouse, and participants and socialism by Thomas Piketty. In our regard, an active balance of conserve/create, regress/progress, particle/wave, war/peace, me individual/We society on every scale and instance can viably ensue. mitigate and resolve.

But in the USA, a new phase of violent conflict now looms. On a global scale, nuclear weapons are rattled between America (individualist) and Russia/China (communal). Yet it boggles that no one can see the fierce split is obviously between nature’s ecsomic, gender-like complements. The US senate vote on the climate bill was 50/50 as Republicans to a man went against. The South Korea flag is graced with a yin/yang Tao symbol as war games go on against the North. We are cutting it too close, how can this perennial family image ever be realized.

Chaos and rigidity are often used to describe problematic psychological states. If they are to be avoided, how does one conceive of a normative alternative? This paper proposes that underlying chaos and rigidity are two dimensions of healthy human experience, those of stability (focus, routine, unity) and flexibility (exploration, novelty, diversity). This essay proposes an optimal, unified state of “flexstability” in which individuals experience both flexibility and stability at the same moment. Chaos can be now understood as flexibility without stability, and rigidity as stability without flexibility. We apply this option to seven research areas in psychology: parenting styles, identity formation, development of mind, flow, creativity, emotional regulation and self-determination. (Abstract)

The main contribution offered here is the point that chaos and rigidity may be seen as expressions of a deeper dynamic, that of forms guiding human activity in ways more or less flexible and stable, producing more or less chaos and rigidity. The alternative that suggests itself, the state of flexstability, is proposed as a way of characterizing and envisioning a more appropriate alternative than any half-way house between rigidity and chaos. Viable human development efforts should not succumb to the logics of either-or or more-or-less when a logic of both-and is so readily available. (8)

Safron, Adam, et al. Making and Breaking Symmetries in Mind and Life. Interface Focus. April, 2023. Johns Hopkins University, SUNY Stony Brook, McGill University, Monash University and Tufts University (Michael Levin) introduce and edit an eclectic collection as a thematic essence that mindful behaviors provide a heretofore undervalued formative force. A broad sample of entries include Reflections on the Asymmetry of Causation by Jenann Ismael; On Bayesian Mechanics: A Physics of and by Beliefs by Maxwell Ramstead, et al; Embodied cognitive morphogenesis as a route to intelligent systems by Bradley Alicea, et al, As Without, So Within: How the Brain’s Temporal-Spatial Alignment Shapes Consciousness by Georg Northoff, et al; Emergence of common concepts, symmetries and conformity in agent groups by Marco Moller and Daniel Polani.

Symmetries appear throughout the natural world, making them important in our quest to understand the world around us.. The study of symmetries is so fundamental to mathematics and physics that one might ask where else it proves useful. This theme issue poses the question: what does the study of symmetry, and symmetry breaking, have to offer for the study of life and the mind? (Excerpt)

Sagan, Dorion. From Empedocles to Symbiogenesis: Lynn Margulis’s Revolutionary Influence on Evolutionary Biology. Biosystems. June, 2021. We cite this latest essay as a succinct record of her valiant endeavor to break out of old male fixation into a vital sense of an animate procreation graced by a universal principle of positive, reciprocal conciliations between all phases of organic entities. Yet we have a world tearing itself apart due to violent oppositions, which is in desperate need for such a unifying scientific vision. I have heard and met Lynn in Amherst, in my opinion she could merit being the one woman who could rise to the status of a Newton or Darwin.

As a primary expositor of the work of Lynn Margulis collaborating with her over thirty years on over thirty books and forty articles, scientific and popular, I attempt here to summarize her unique and lasting influence on evolutionary biology. Describing life on Earth as the multi-billion-year evolution of microbial communities, from prokaryotes maintaining Earth's atmosphere away from thermodynamic equilibrium to all eukaryotes as polygenomic beings, Margulis's interdisciplinary work has deeply influenced multiple fields including systematics, theories of the evolution of metabolism, paleobiology, and biogeochemistry. Overturning the neo-Darwinist narrative that speciation almost always occurs by the gradual accumulation of random mutations, Margulis's work revives a discarded philosophical speculation of the pre-Socratic Empedocles, who suggested that Earth's early beings both merged and differentially reproduced. Margulis's curiosity-driven science, collaborative work ethic, status as a woman, embrace of novelty, philosophical stance, current status of her theories, and the proposal for a new science of symbiogenetics are among the topics examined. (Abstract excerpt)

Sanchez-Puig, Fernanda, et al. Heterogeneity Extends Criticality. arXiv.2208.06439. In August 2022, a five person team with postings at the Universidad Nacional Autonóma de México, Microsoft, Redmond, Aalto University, Finland and far afield including Carlos Gershenson achieve a significant advance toward identifying how and why a middle way poise between a relative more or less order seems to be nature’s optimum preference. As the quotes cite, while equilibrium, homogeneous conditions are widespread, many animate, cerebral and environmental situations exist in and benefit from a dynamic, non-equilibrium or heterogeneous mode. In technical terms, these tendencies are dubbed a self-organized criticality, aka chimera states. The paper makes a major point that such a phenomenal distinction, along with other reasons, can well explain this “sweet spot” universality that complex network systems from galactic clusters to communal groupings tend to seek and at best achieve.

But as we enter Autumn 2022, while these scientific findings converge as an epochal Earthuman synthesis, world political cultures, especially the USA, are a tragic aberration as the dual modes remain in polar, violent, opposition. By what cognitive imagination, say a Sophia, whole brain/mind sapiens, could ever these academic and public segments come together as me + We + US and turn to a better, hopeful future? See also Temporal Heterogeneity Improves Speed and Convergence in Genetic Algorithms at (2203.13194) and Temporal, Structural and Functional Heterogeneities Extend Criticality and Antifragility in Random Boolean Networks by this team at 2209.07505 by this collegial team.

Criticality states have been proposed as vital for the emergence of complexity, life, and computation, as it exhibits a balance between order and chaos. In classic models of complex systems where structure and dynamics are considered homogeneous, criticality is restricted to phase transitions. Many real-world complex systems, however, are not homogeneous as elements change in time faster than others, with slower main elements providing robustness, and faster ones being adaptive. Connectivity patterns are likely heterogeneous with few elements and many interactions. Our studies well support this distinction and the ubiquitous presence of heterogeneity across physical, biological, social and technological systems. (Abstract)

Phase transitions have been studied to describe changes in states of physical matte. They have also been more widely studied in dynamical systems such as vehicular traffic and are associated with scale invariance and complexity. Several examples of criticality in biological systems are neural activity, genetic regulatory networks, and collective motion. It is often argued that they are prevalent or desirable because they offer a balance between robustness and adaptability. If dynamics are too ordered, then information and functionality can be preserved, but it is difficult to adapt. The opposite occurs with more chaos: change allows for adaptability, but also leads to fragility and information loss. Thus, altogether for life, computation, and complex systems in general, critical dynamics should be favored by evolutionary processes. (1-2)

Sarkanych, Petro, et al. Network Analysis of the Kyiv Bylyny Cycle – East Slavic Epic Narratives. arXiv:2203.10399. This March 19 entry could not be more timely to an extent that our review could illume the historic, 20th to 21st century, homo to Earthropo sapience, complex network science ecosmic revolution. The authors are PS, and Yurij Holovatch (search) Doctoral College for the Statistical Physics of Complex Systems, National Scientific Academy of Ukraine; Nazar Fedorak, Ukrainian Catholic University; Padraig Maccarron, University of Limerick, Ireland; Josef Yose and Ralph Kenna (search) Coventry University, UK. With their veteran erudition, they bring a scholarship which can allow, perceive and verify a thousand heroic versions of gore and glory (little love) which yet hold to and manifest a common, fractal-like storyline with an array of iconic characters. But as March madness carnage engulfs Lviv, an ancient treasure, such an Earthuman learning, thinking faculty whom can witness these integral patterning is still unknown. For such reasons, we remain unable to add the evident presence of an independent, universal mathematic source code in genetic effect.

See also Narrative Structure of A Song of Ice and Fire Creates a Fictional World with Realistic Measures of Social Complexity by this open Eurasia group and Robin Dunbar, in PNAS (117/46, 2020), and Analysing International Events through the Lens of Statistical Physics: The Case of Ukraine by Massimiliano Zanin and Johann Martinez at 2203.07403.

A long contrast across still dark ages might become newly apparent. These ethnic, regional mythic tales represent our initial human encounters with and expressions of this dramatic, perilous, veiled existence. Many centuries later, an emergent Earthuman acumen and vista can now achieve a retrospective survey. But a consequent ecosmic revolution to an organic natural genesis has not yet been recognized. In this regard, a common, genetic-like astronomic to geonomic code from which the fractal fictions arise and are structured by can provide their natural authorship.

Apropos, I heard Joseph Campbell speak in 1964 at the Cooper Union forum in downtown NYC. (It was noted on the same floor boards that Abraham Lincoln stood a century earlier.) With his learned flourishes he regaled us with “heroic” sagas which could be seen to have a constant, thematic core. I can recall that he went on to say that a moment has long been ordained when the mysteries are to be opened and made clear to us. Some six decades on, might we late peoples be able to allow, imagine, and fulfill such a promise. Please see human-uniVerse, Family Ecosmos writings in the lead Great Earth 2022 essay.

Since the pioneering work of Joseph Campbell in the 1960's, universality emerged as an important qualitative notion in the field of comparative mythology. In recent times, the advent of network science permitted new quantitative approaches to literary studies. Here we bring the Kyiv bylyny cycle into the field -- East Slavic epic narratives originating in modern-day Ukraine. By comparison to other European epics, we can novel commonalities of social networks in bylyny. We analyse community structures and rank important characters. The method can define the solar position of Prince Volodymyr and show how the Kyiv cycle has affinities wih narrative networks from similar national tales. Besides new narratological insights, we hope this study will aid scholars and peoples to better appreciate Ukraine's heroic history. (Abstract excerpt) (We ought to notice that Putin’s brave adversary, the Ukrainian president is named Volodymyr.)

Many countries refer to iconic characters from the mythological or historical past. In his recent essay, “On the Historical Unity of Russians and Ukrainians”, V. Putin invoked the distant past when he said ”The spiritual choice made by St. Vladimir, the Grand Prince of Kiev, still stands today” such that “the idea of Ukrainian people as a nation separate from the Russians [has] no historical basis.” Putin’s erroneous view has been refuted in multiple quarters. The historian Timothy Snyder says of Putin: “He considers himself the second Volodymyr, and sees his task as completing his work.” However, as we note here, Prince Volodymyr is a solar character connected with people of different opinions. As for the heroic Ukarian bylyny cycle, we hope that a new narrative will become centered on a free and peaceful Kyiv. (17, 18)

Scharf, Caleb and Olaf Witkowski. Rebuilding the Habitable Zone from the Bottom Up with Computational Zones. arXiv:2303.16111. CS is now at NASA Goddard (see below, search) and OW is a University of Tokyo astrobiologist who introduce and exercise an array of novel insights about an essential nature of life and beingness, broadly conceived, so as to better find, perceive and understand. We offer these several quotes.

Computation, if treated as a set of physical processes that act on information represented by states of matter, encompasses biological, digital and other phases, and may be a fundamental measure of living systems. The opportunity for biological computation, via the propagation and selection-driven evolution of information-carrying organic molecular structures, has so far been applied to planetary habitable zones with conditions such as temperature and liquid water. Here a general concept is proposed by way of three features: capacity, energy, and substrate. (Excerpt)

Computational zones (CZ) are a natural generalization of the idea of habitable zones and can combine traditional approaches to habitability: including factors such as the liquid water HZ, free energy availability, elemental and chemical availability, historical contingency and the preexistence of living systems. Furthermore, while the classical notion of habitability is largely a ‘yes’ or ’no’ environmental division, computational zones may be almost indefinitely extensible, but will be modulated by energy availability and energy efficiency, along with total computational capacity as a property of the conditions of matter. (3-4; for example)

Shifting focus towards the piecewise processes of matter involved with life, articulated as computation, offers a natural way to move beyond the traditional concept of an astrophysical (or geophysical) habitable zone, towards a more universal and predictive framework. (22) Computation is robust yet constrained in our universe. Understanding and quantifying those constraints through the computational zones approach proposed in this paper may provide new clarity in the search for living systems, even in the event of them taking very different form. (23)

Caleb Scharf received his B.Sc. in physics from Durham University, and his Ph.D. in astronomy from the University of Cambridge. He did postdoctoral work in X-ray observational cosmology at the NASA Goddard Space Flight Center and the Space Telescope Science Institute in Maryland. For some years he was at Columbia University and director of the Columbia Astrobiology Center. In 2022 he returned to NASA as a Senior Scientist for Astrobiology at the Ames Research Center.

Sharma, Abhishek et al.. Assembly theory explains and quantifies selection and evolution. Nature. October 4, 2023. After a series of prior drafts (search authors), life origin theorists from the University of Glasgow, SFI and ASU including Sara Walker and Leroy Cronin scope out a robust proposal for how the whole temporal process from universe to us might just have occurred. But a serious impediment is that it is seen to begin and proceed, as the abstract cites, without any inherent physical source or purposeful direction. In our public record, we next cite a number of pro and con entries.

Ball, Philip. A New Idea for How to Assemble Life. Quanta. May 4, 2023; Assembly Theory Explains and Quantifies the Emergence of Selection and Evolution by A. Sharma, (2206.02279); Zenil, Hector, et al. On the Salient Limitations of the Methods of Assembly Theory. (2210.00901) and Multimodal Techniques for Detecting Alien Life using Assembly Theory by Michael Jirasek and Leroy Cronin at 2302.13753.

Scientists have long tried to reconcile biological evolution1 with the immutable laws of the Universe defined by physics. These laws underpin life’s origin, evolution along with human culture, yet do not entail these phenomena. To comprehend how diverse, open-ended forms can arise from physics without a design blueprint, a new approach to understanding selection is necessary. We present an Assembly Theory method with physical basis, but does not view point particles, but entities defined by their formation histories. This approach enables us to add novelty generation into complex objects. By a concept of matter within assembly spaces, AT provides a unique interface between physics and biology. (Abstract)

Shettigar, Nandan, et al. On the Biophysicsl Complexity of Brain Dynamics. Dynamics. 2/2, 2022. Texas A & M University bioengineers led by Steve Suh (see website) post a 35 page, 245 reference latest review of our human cerebral faculty as it has now become quantified and understood by way of network multiplex topologies, information process capacities and a preferred self-organized criticality. A typical topic is Complex Global Multimodal Synchronization from Local Nonlinear Interactions. As the quotes allude, two decades into the 21st century, our personal cognitive endowment is found to organize itself so as to think and learn in a wild world. In regard, our emergent acumen (as well as our own selves) can be appreciated as an iconic exemplar of the whole genesis ecosmos from which it arose from.

By this stratified witness the same neural cognizance could be seen in effect as a global sapiensphere may just come to her/his own knowledge. For a current 2022 discovery event section, we pair this entry with Self-Organized Critical Dynamics as a Key to Fundamental Features of Complexity in Physical, Biological and Social Networks by B. Tadic and R. Melnik (herein) as prime, quantitative examples in our urgent midst.


The human brain is a complex network ensemble of the cumulative interactions of its cellular components by way of nonlinear multicellular higher-order collaborations. Thus, as a statistical physical system, complex global emergent network behaviors are produced which enable the highly dynamical, adaptive, and efficient response of a macroscopic brain network. These effects emerge in local synchronized clusters which altogether form a collective organization with hierarchical and self-similar structures. Here, we will provide an overview perspective from a biological and physical complex network basis along with their exemplary presence in all manner of cerebral forms and functions. and how these operate within the physical constraints of nature. (Abstract excerpt)

Thus, the brain can be conceptualized as a complex information processing unit, molding its neural physiology as an analog neural network. Processing information through a medium of intricately coupled local action potential interactions, neural circuitry orchestrates interactions across the hierarchical scales of the brain, which combine individual action into collective group order. The latter is typically seen in overall brain activities and behaviors and can be quantified by multiphase, multiscale structures. (19)

The brain refines a finite number of network configurations using a canonical, self-similar pattern and structure across its temporal and spatial scales. This directly corresponds to the statistically self-similar fractal nature of the brain. Self-similarity across the multivariate scales of the brain is therefore essential in supporting efficient dynamical transitions by directing chaotic bifurcations in its own hierarchical structure to effectively filter information throughout the scales of the brain while conserving resources through a self-similar organization. (26)

Global neural activity is not random but highly ordered due to hierarchical structures. Their recursive implementation from the micro to macro scales allows the brain to produce complex information representations via neural dynamics so to enable performan a wide range of activities. These forms entail self-similarity so to optimize energy consumption and maintain a balance between stable and flexible states. Moving towards a more general step, effectively administering control of the complexity present in the brain can also provide insights towards the nature of complexity in our universe. (27)

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