Implementational: electrochemical communication of neurons<ref>[https://physoc.onlinelibrary.wiley.com/doi/full/10.1113/JP282756 The impact of Hodgkin–Huxley models on dendritic research]</ref><ref>[https://www.cell.com/cell/fulltext/S0092-8674(15)01191-5 Reconstruction and Simulation of Neocortical Microcircuitry]</ref><ref>[https://www.youtube.com/playlist?list==PL39woqP4vGd-ixPfDfU7wJNAj5duVDgfB Fundamentals of neurons, Science With Tal, 2022]</ref><ref>[[- YouTube](https://www.youtube.com/watch?v==ygDULQ9AY7c) Mental Organs and the Breadth & Depth of Consciousness, Thomas S. Ray, 2017]</ref>, topological analysis of electromagnetism physics through cohomology<ref>[[- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube](https://www.youtube.com/watch?v==g0YID6XV-PQ)))))))) Solving the Phenomenal Binding Problem: Topological Segmentation as the Correct Explanation Space]</ref>, dissonance minimizing resonance network with harmonic modes, nonlinear wave optical computer<ref>[[- YouTube]([- YouTube]([- YouTube]([- YouTube](https://www.youtube.com/watch?v==45tG1oVigVo)))) Psychedelics and the Free Energy Principle: From REBUS to Indra's Net]</ref><ref>[[- YouTube]([- YouTube]([- YouTube]([- YouTube](https://www.youtube.com/watch?v==LJiXTCbFtu0)))) Harmonic Gestalt by Steven Lehar]</ref><ref>[[A Future for Neuroscience – Opentheory.net]([A Future for Neuroscience – Opentheory.net](https://opentheory.net/2018/08/a-future-for-neuroscience/)) A Future for Neuroscience, Michael Edward Johnson, 2018]</ref><ref>[[- YouTube]([- YouTube]([- YouTube]([- YouTube](https://www.youtube.com/watch?v==JCEYtgbbpxg)))) Dr Selen Atasoy: From Harmonics to Enlightenment]</ref><ref>[https://www.cell.com/neuron/fulltext/S0896-6273%2823%2900214-3 Brain rhythms have come of age: "Nearly all psychiatric conditions may be characterized by some level of “oscillopathy” or “rhythmopathy.”"]</ref><ref>[[Study suggests the brain works like a resonance chamber | Champalimaud Foundation]([Study suggests the brain works like a resonance chamber | Champalimaud Foundation]([Study suggests the brain works like a resonance chamber | Champalimaud Foundation]([Study suggests the brain works like a resonance chamber | Champalimaud Foundation]([Study suggests the brain works like a resonance chamber | Champalimaud Foundation](https://fchampalimaud.org/news/study-suggests-brain-works-resonance-chamber))))) Study suggests the brain works like a resonance chamber, Intrinsic macroscale oscillatory modes driving long range functional connectivity in female rat brains detected by ultrafast fMRI, Joana Cabral et al., 2023]</ref><ref>[[Qualia Research Institute](https://qri.org/)blog/nonlinear-wave-computing Nonlinear Wave Computing: Vibes, Gestalts, and Realms]</ref>, connectivity between and inside large-scale brain networks<ref>[https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6123521/ Brain networks of happiness: dynamic functional connectivity among the default, cognitive and salience networks relates to subjective well-being, Liang Shi et al., 2018]</ref><ref>[https://twitter.com/neuroraf/status/1644652022166061059 The self in context: brain systems linking mental and physical health, Leonie Koban et al., 2021]</ref><ref>[[Modern network science of neurological disorders | Nature Reviews Neuroscience]([Modern network science of neurological disorders | Nature Reviews Neuroscience](https://www.nature.com/articles/nrn3801)) Modern network science of neurological disorders, Cornelis J. Stam, 2014]</ref>, molecules, genes <ref>[[The Molecular Genetics of Life Satisfaction: Extending Findings from a Recent Genome-Wide Association Study and Examining the Role of the Serotonin Transporter | Journal of Happiness Studies]([The Molecular Genetics of Life Satisfaction: Extending Findings from a Recent Genome-Wide Association Study and Examining the Role of the Serotonin Transporter | Journal of Happiness Studies]([The Molecular Genetics of Life Satisfaction: Extending Findings from a Recent Genome-Wide Association Study and Examining the Role of the Serotonin Transporter | Journal of Happiness Studies]([The Molecular Genetics of Life Satisfaction: Extending Findings from a Recent Genome-Wide Association Study and Examining the Role of the Serotonin Transporter | Journal of Happiness Studies]([The Molecular Genetics of Life Satisfaction: Extending Findings from a Recent Genome-Wide Association Study and Examining the Role of the Serotonin Transporter | Journal of Happiness Studies]([The Molecular Genetics of Life Satisfaction: Extending Findings from a Recent Genome-Wide Association Study and Examining the Role of the Serotonin Transporter | Journal of Happiness Studies](https://link.springer.com/article/10.1007/s10902-020-00231-x)))))) The Molecular Genetics of Life Satisfaction: Extending Findings from a Recent Genome-Wide Association Study and Examining the Role of the Serotonin Transporter, Bernd Lachmann et al., 2020]</ref><ref>[[The Far Out Initiative]([The Far Out Initiative]([The Far Out Initiative]([The Far Out Initiative]([The Far Out Initiative](https://www.faroutinitiative.com/))))) The Far Out Initiative]</ref><ref>[[The Hedonistic Imperative]([The Hedonistic Imperative]([The Hedonistic Imperative](https://www.hedweb.com/))) Hedonistic Imperative]</ref><ref>[https://i.imgur.com/ozhj5nM.png Genetic equation of happiness, Carlos López Otín, 2019]</ref><ref>[https://www.amazon.com/-/es/Carlos-L%C3%B3pez-Ot%C3%ADn/dp/8449335825 Genetic equation of happiness book, Carlos López Otín, 2019]</ref> =====Algorithmic===== Algorithmic: machine learning architectures (RNNs, GNNs, autoencoders)<ref>[[Entropy | Free Full-Text | The Radically Embodied Conscious Cybernetic Bayesian Brain: From Free Energy to Free Will and Back Again]([Entropy | Free Full-Text | The Radically Embodied Conscious Cybernetic Bayesian Brain: From Free Energy to Free Will and Back Again]([Entropy | Free Full-Text | The Radically Embodied Conscious Cybernetic Bayesian Brain: From Free Energy to Free Will and Back Again]([Entropy | Free Full-Text | The Radically Embodied Conscious Cybernetic Bayesian Brain: From Free Energy to Free Will and Back Again]([Entropy | Free Full-Text | The Radically Embodied Conscious Cybernetic Bayesian Brain: From Free Energy to Free Will and Back Again](https://www.mdpi.com/1099-4300/23/6/783))/htm))) The Radically Embodied Conscious Cybernetic Bayesian Brain: From Free Energy to Free Will and Back Again]</ref> =====Computational===== Computational: hieachical network of markov blankets forming bayesian beliefs as correlations of the system with the environment minimizing free energy by approximate bayesian inference<ref>[https://twitter.com/mjdramstead/status/1649170821079003137 The inner screen model of consciousness: applying the free energy principle directly to the study of conscious experience, Friston et al., 2023]</ref><ref>[[- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube](https://www.youtube.com/watch?v==Eg3cQXf4zSE))))))))))))))) The Bayesian Brain and Meditation]</ref><ref>[[- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube](https://www.youtube.com/watch?v==h4KeYkwcJoc))))))))) I am therefore I think. KARL FRISTON]</ref><ref>[https://www.sciencedirect.com/science/article/pii/S0028390822004579 Canalization and plasticity in psychopathology]</ref><ref>[[REBUS and the Anarchic Brain: Toward a Unified Model of the Brain Action of Psychedelics | Pharmacological Reviews]([REBUS and the Anarchic Brain: Toward a Unified Model of the Brain Action of Psychedelics | Pharmacological Reviews]([REBUS and the Anarchic Brain: Toward a Unified Model of the Brain Action of Psychedelics | Pharmacological Reviews]([REBUS and the Anarchic Brain: Toward a Unified Model of the Brain Action of Psychedelics | Pharmacological Reviews]([REBUS and the Anarchic Brain: Toward a Unified Model of the Brain Action of Psychedelics | Pharmacological Reviews]([REBUS and the Anarchic Brain: Toward a Unified Model of the Brain Action of Psychedelics | Pharmacological Reviews](https://pharmrev.aspetjournals.org/content/71/3/316)))))) REBUS and the Anarchic Brain: Toward a Unified Model of the Brain Action of Psychedelicsy]</ref><ref>[https://www.sciencedirect.com/science/article/pii/S0028390822004579 Canalization and plasticity in psychopathology]</ref><ref>[[The Canal Papers - by Scott Alexander - Astral Codex Ten]([The Canal Papers - by Scott Alexander - Astral Codex Ten]([The Canal Papers - by Scott Alexander - Astral Codex Ten]([The Canal Papers - by Scott Alexander - Astral Codex Ten]([The Canal Papers - by Scott Alexander - Astral Codex Ten]([The Canal Papers - by Scott Alexander - Astral Codex Ten]([The Canal Papers - by Scott Alexander - Astral Codex Ten]([The Canal Papers - by Scott Alexander - Astral Codex Ten]([The Canal Papers - by Scott Alexander - Astral Codex Ten]([The Canal Papers - by Scott Alexander - Astral Codex Ten]([The Canal Papers - by Scott Alexander - Astral Codex Ten]([The Canal Papers - by Scott Alexander - Astral Codex Ten](https://astralcodexten.substack.com/p/the-canal-papers)))))))))))) The Canal Papers, Astral Codex Ten]</ref><ref>[[OSF]([OSF]([OSF]([OSF]([OSF]([OSF]([OSF]([OSF]([OSF]([OSF]([OSF]([OSF]([OSF]([OSF]([OSF]([OSF]([OSF]([OSF]([OSF]([OSF](https://psyarxiv.com/zqh4b/)))))))))))))))))))) On the Varieties of Conscious Experiences: Altered Beliefs Under Psychedelics (ALBUS) by Adam Safron]</ref><ref>[[- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube](https://www.youtube.com/watch?v==vBzag-8USns))))) The True Nature of Now: Meditation and the Predictive Brain]</ref><ref>[[- YouTube]([- YouTube](https://www.youtube.com/watch?v==OwhuncNwzAc)) Schizophrenia, Autism, and the Free Energy Principle, Karl Friston, 2022]</ref><ref>[[A general theory of spirituality - by Oshan Jarow]([A general theory of spirituality - by Oshan Jarow]([A general theory of spirituality - by Oshan Jarow]([A general theory of spirituality - by Oshan Jarow](https://musingmind.substack.com/p/a-general-theory-of-spirituality)))) A general theory of spirituality, Oshan Jarow, 2023]</ref>, network of interacting reinforcement learning agents, evolution of latent bioelectrical morphologocal spaces<ref>[[- YouTube]([- YouTube]([- YouTube](https://www.youtube.com/watch?v==p-OYPRhqRCg))) Generalist AI beyond Deep Learning]</ref> =====Phenomenological===== Phenomenological: bound gestalts, soliton particles in a field<ref>[[- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube](https://www.youtube.com/watch?v==NXEpMqpl09M)))))))) Good Vibes: The Harmonics of Psychedelics & Energetic Healing]</ref>, flow of energy<ref>[[- YouTube](https://www.youtube.com/watch?v==VGkAP_DYyeQ) Buddhist Annealing: Wireheading Done Right with the Seven Factors of Awakening]</ref>, signals, assumptions, conditionings<ref>[[- YouTube]([- YouTube]([- YouTube]([- YouTube](https://www.youtube.com/watch?v==vBKEnnRTeSg)))) Fastest Way To Enlightenment (A Complete Guide And Routine For Liberation)]</ref>, waves in an ocean, clouds in a sky<ref>[[- YouTube]([- YouTube](https://www.youtube.com/watch?v==aZK80rg_ONo)) Like Wind in a Vast, Empty Sky - Nondual Meditation]</ref>, qualia, words, images, feelings, senses in space and time in experience and so on<ref>[[- YouTube]([- YouTube]([- YouTube]([- YouTube](https://www.youtube.com/watch?v==vBKEnnRTeSg)))) Fastest Way To Enlightenment (A Complete Guide And Routine For Liberation)]</ref><ref>[https://twitter.com/nickcammarata/status/1626670108608196608 https://twitter.com/nickcammarata/status/1650041873396903937 Density of experience, Nick Cammarata on Shinzen Young, 2022]</ref><ref>[[- YouTube]([- YouTube](https://www.youtube.com/watch?v==wFYf7LC7d80)) The Thickness of Mind Stuff | guided meditation, Roger Thisdell, 2022]</ref> =====Global===== Network theory analysis interaction with everything in environment ====Quantumness==== Fuzziness, relational contextual dependence and fundamental problem of spacetime background independence of quantumness can be taken into account.<ref>[[Quantum field theory - Wikipedia]([Quantum - Wikipedia](https://en.wikipedia.org/wiki/Quantum)_field_theory) Quantum field theory]</ref><ref>[[- YouTube]([- YouTube]([- YouTube](https://www.youtube.com/watch?v==ldg2An-tEIE))) Information flow in context-dependent hierarchical Bayesian inference]</ref><ref>[[- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube]([- YouTube](https://www.youtube.com/watch?v==Eg3cQXf4zSE))))))))))))))) The Bayesian Brain and Meditation]</ref><ref>[[Physics as Information Processing ~ Chris Fields ~ AII 2023]([Physics as Information Processing ~ Chris Fields ~ AII 2023]([Physics as Information Processing ~ Chris Fields ~ AII 2023]([Physics as Information Processing ~ Chris Fields ~ AII 2023]([Physics as Information Processing ~ Chris Fields ~ AII 2023]([Physics as Information Processing ~ Chris Fields ~ AII 2023]([Physics as Information Processing ~ Chris Fields ~ AII 2023]([Physics as Information Processing ~ Chris Fields ~ AII 2023]([Physics as Information Processing ~ Chris Fields ~ AII 2023]([Physics as Information Processing ~ Chris Fields ~ AII 2023]([Physics as Information Processing ~ Chris Fields ~ AII 2023]([Physics as Information Processing ~ Chris Fields ~ AII 2023]([Physics as Information Processing ~ Chris Fields ~ AII 2023]([Physics as Information Processing ~ Chris Fields ~ AII 2023]([Physics as Information Processing ~ Chris Fields ~ AII 2023]([Physics as Information Processing ~ Chris Fields ~ AII 2023]([Physics as Information Processing ~ Chris Fields ~ AII 2023]([Physics as Information Processing ~ Chris Fields ~ AII 2023](https://coda.io/@active-inference-institute/fields-physics-2023)))))))))))))))))) The Physics as Information Processing]</ref><ref>[[- YouTube]([- YouTube]([- YouTube](https://www.youtube.com/watch?v==CmieNQH7Q4w))) Donald Hoffman: The Nature of Consciousness [Technical]]</ref><ref>[[- YouTube](https://www.youtube.com/watch?v==r_fUPbBNmBw) Carlo Rovelli: Relational Quantum Mechanics & Time]</ref><ref>[[Loop quantum gravity - Wikipedia]([Loop quantum gravity - Wikipedia]([Loop quantum gravity - Wikipedia]([Loop quantum gravity - Wikipedia]([Loop quantum gravity - Wikipedia]([Loop quantum gravity - Wikipedia]([Loop quantum gravity - Wikipedia]([Loop quantum gravity - Wikipedia]([Loop quantum gravity - Wikipedia]([Loop quantum gravity - Wikipedia]([Loop quantum gravity - Wikipedia]([Loop quantum gravity - Wikipedia]([Loop quantum gravity - Wikipedia]([Loop quantum gravity - Wikipedia](https://en.wikipedia.org/wiki/Loop_quantum_gravity)))))))))))))) Loop Quantum Gravity]</ref><ref>[[- YouTube](https://www.youtube.com/watch?v==3ZoeZ4Ozhb8) Episode 2: Carlo Rovelli on Quantum Mechanics, Spacetime, and Reality]</ref><ref>[[- YouTube](https://www.youtube.com/watch?v==MmG2ah5Df4g) Quantum Field Theory visualized, ScienceClic English, 2021]</ref><ref>[https://www.youtube.com/playlist?list==PLsPUh22kYmNBgF_VMMLHFK0lbQGlVGk3v The Standard Model Lagrangian visualized, PBS Space Time]</ref><ref>[[- YouTube](https://www.youtube.com/watch?v==L2suMPiuog4) Loop Quantum Gravity Explained Visualized, PBS Space Time, 2020]</ref><ref>[[- YouTube](https://www.youtube.com/watch?v==dpmx8D5CXRA) Loop Quantum Gravity Visualized, Arvin Ash, 2021]</ref> ====Relativism of lenses==== Different lenses on the brain, mind, society, the world or what is in general study it all from a slightly different perspectives as different evolutionary niches from different initial philosophical, technical and other assumptions using different tools specialized for different usecases predicting different things and are differently succesfull. I think all the lenses or metalenses can be merged in one giant metametalens. What matters pragmatically is how well the model is supported by empirical data and how it can predict other pontential empirical data through different general mechanisms, hiearchical structures, generalizing symmetries. Also some of the models are more easily used daily pragmatically for for example wellbeing engineering or its more pleasant and higher in wellbeing to have them actively in mind, which is determined by their valence, which seems to be mostly determined by how much they unify things in the accepted paradigms in the mind that it had acquired in the past or in society or how well they prove the carrier's enemies wrong.<ref>[[Meta-rationality: An introduction | Meta-rationality]([Meta-rationality: An introduction | Meta-rationality](https://metarationality.com/introduction)) Metarationality]</ref><ref>[[- YouTube]([- YouTube]([- YouTube](https://youtube.com/watch?v==J4vkKTeT5oU))) Foundations of Archdisciplinarity: Advancing Beyond the Meta]</ref> When we scan the edge cases of predictive models, there may be a parralel between the slicing problem of combinatorial explosion of consciousness in computational models such as integrated information theory of consciousness and infinity explosive paradoxes in matter in quantum field theory? ====Quest for a theory of everything==== The free energy principle formalizes what is the mathematically best kind of model in any domain (natural science fields or in everyday perception) in theory, maximizing accuracy while minimizing complexity<ref>[[I am therefore I think. KARL FRISTON - YouTube]([I am therefore I think. KARL FRISTON - YouTube]([I am therefore I think. KARL FRISTON - YouTube](https://youtu.be/h4KeYkwcJoc))?t==3478) I am therefore I think, Karl Friston, 2022]</ref>, so lets take the finite set of all measurements we have so far in neurophenomenology<ref>[https://twitter.com/mjdramstead/status/1649170821079003137 The inner screen model of consciousness: applying the free energy principle directly to the study of conscious experience, Friston et al., 2023]</ref><ref>[https://onlinelibrary.wiley.com/doi/10.1111/ejn.15990 FENS-Kavli Network of Excellence: Bridging levels and model systems in neuroscience: Challenges and solutions, Yoav Livneh, 2023]</ref>, physics<ref>[[Quanta Magazine]([Quanta Magazine]([Quanta Magazine]([Quanta Magazine]([Quanta Magazine]([Quanta Magazine]([Quanta Magazine]([Quanta Magazine](https://www.quantamagazine.org/theories-of-everything-mapped-20150803/)))))))) Theories of Everything, Mapped, Natalie Wolchover, 2015]</ref> and other sciences and the mathematical models we employ to make sense of lots of the measured data into one coherent framework that have their own advantages and disadvantges in predicting different domains in different contexts and merge them all together into a single coherent framework that minimizes disadvantages and maximizes advantages. We can arbitrarily increase complexity to take in account all existing measurements and with each deflation using some kind of symmetry in the model we can generate more explanatory power by it possibly overflowing into hit or miss predicting so far unmeasured data but we can run into inconsistencies with other already measured data. I think this initial synthesis of many existing models being "true" at the same time on a higher level of complexity when taking in account where they are succesfull and where they fail and then those through symmetries deflating (possibly across scales and levels of analysis too) is a key method for finding a closest thing to a theory of everything, or a family of almost theories of everything that are differently specialized for different purposes!