RCS-CRS-001 — Canonical Reduction and Structural Stabilization of Recoverability-Constrained Systems: A Recoverability-Governed Framework for Canonical Compression, Ontology Stabilization, Symbolic Preservation, Theorem Equivalence, and Recursive Structural Continuity Under Irreversibility Constraints

Authors: Sanchez, Noelia, Interval Studio, United Kingdom

Subject Terms: recoverability, canonical reduction, structural stabilization, theorem equivalence, ontology stabilization, semantic continuity, symbolic continuity, recursive compression, admissibility, systems theory, ontology governance, dependency-minimal representation, anti-fragmentation, interpretability continuity, theorem reduction, recursive continuity, canonicalization, irreversibility, recoverability-constrained systems, structural governance

Minimal algorithmic information loss methods for dimension reduction, feature selection and network sparsification

Authors: Zenil, Hector ^{a, b, c, d, e, ⁎}, Kiani, Narsis A. ^{d, f}, Adams, Alyssa ^{c, e, g}, Abrahão, Felipe S. ^{c, h, i}, Rueda-Toicen, Antonio ^j, Zea, Allan A. ^k, Ozelim, Luan ^{c, d}, Tegnér, Jesper ^l

Source: In Information Sciences December 2025 720

Alpay Algebra: Foundations for Recursive Compression and Intelligent Evolution

Authors: Alpay, Faruk

Subject Terms: Cognitive Mathematics, Recursive Compression, Recursive Learning, Meta-Recursive Evolution, Symbolic Systems, Learning Systems, Operator Theory, Intelligent Evolution

Canonical Definition of Co-Cognition: Distributed Human-AI Cognition

Authors: Jacobs, A.

Subject Terms: distributed cognition, cognitive drift, AI thought partner, cognitive science, augmented cognition, philosophy of technology, AI-assisted thinking, artificial intelligence, externalized thinking, recursive feedback loop, semantic fidelity, extended mind, shared thinking loop, human-in-the-loop reasoning, co-cognition, AI-mediated cognition, cognitive scaffolding, human computer interaction, knowledge systems, human-AI cognition, cognitive grounding, intent preservation, recursive compression, information theory

Core Semantic Fidelity Papers: Preserving Meaning in the Age of Generative AI

Authors: Jacobs, A.

Subject Terms: AI Governance, Information Theory, Semantic Fidelity Lab, fidelity decay, Hallucination, semantic fidelity, semantic drift, AI Alignment, Constraint Collapse, Compression Paradox, Cognitive Exahust, Recursive Compression, Autopoiesis, Artificial Intelligence, AI Evaluation, Generative AI, Cognitive Science, Reality Drift, Language Models, Meaning Preservation

Cognitive Drift Series: Compression, Recursion, Semantic Fidelity, and Judgment in the Reality Drift Framework

Authors: Jacobs, A.

Subject Terms: Synthetic Realness, Human-AI Cognition, Filter Fatigue, Compression, Systems Theory, Symbolic Systems, Stop Conditions, Information Overload, Semantic Fidelity, AI Alignment, Constraint Collapse, Co-Cognition, Recursive Compression, Constraint, Runaway Recursion, Cognitive Drift, Judgement, Generative AI, Recursion, Cognitive Science, Reality Drift, Meaning Deficit, Cognitive Architecture, Drift Principle, Meaning Preservation

Cognitive Drift Series: Cognitive Architectures, Co-Cognition, and Distributed Predictive Systems

Authors: Jacobs, A.

Subject Terms: The 5 Percent, Synthetic Realness, AI Mirror Effect, Human-AI Cognition, High-Compression Cognition, Filter Fatigue, Systems Theory, Shared Predictive Systems, Human-AI Interaction, Synthetic Flow, Semantic Fidelity, Cognitive Architectures, Co-Cognition, Recursive Compression, Cognitive Drift, Cognitive Compression Styles, Predictive Processing, Artificial Intelligence, Boundary Permeability, Recursive Thinking, Cognitive Porousness, Cognitive Science, Reality Drift, Distributed Cognition

Transform-coded pel-recursive video compression

Authors: Ehmann, Jana, Guleryuz, Onur G., Yea, Sehoon

Source: 2016 IEEE International Conference on Image Processing (ICIP) Image Processing (ICIP), 2016 IEEE International Conference on. :2390-2394 Sep, 2016

Relation: 2016 IEEE International Conference on Image Processing (ICIP)

The Age of Drift: Ambient Reality Drift and Systemic Misalignment

Authors: Jacobs, A.

Subject Terms: cognitive drift, optimization trap, AI alignment, model drift, systemic misalignment, institutional drift, complex systems, recursive compression, reality drift, representation vs reality, Age of Drift, semantic drift, constraint collapse

Cognitive Drift: Loss of Grounding in Human Cognition

Authors: Jacobs, A.

Subject Terms: mental models, Cognitive Drift, attention fragmentation, human cognition, recursive thinking, grounding, perception, AI cognition, information overload, recursive compression, semantic drift, mediated reality

Recursive Compression: Iterative Modeling and System Scale

Authors: Jacobs, A.

Subject Terms: information compression, representation learning, model recursion, feedback loops, system scaling, AI systems, abstraction, cognitive systems, model drift, recursive compression, semantic fidelity, complexity reduction

SINGULAR DUALITY AND THE MODAL DISCIPLINE OF OBJECTIVITY A critical–propositional reading of the manuscript A Singular Duality: A Unified Framework Proving Our Mathematical Universe, by C. Mike 'WildFacts' Rubendall, in confrontation with the Theory of Objectivity

Authors: Cabannas, Vidamor, Silva, Denivaldo

Subject Terms: Vidamor Cabannas, epistemology, consciousness, artificial intelligence, metaphysics, Riemann Hypothesis, symmetric duality, cosmogenetic theorem, philosophy of physics, Collatz conjecture, Theory of Objectivity, phenomenic elements, free will, modal ontology, cosmology, recursive compression

BIG BANG — A STRUCTURAL INTERPRETATION (EXTENDED)

Authors: Paton, Andrew John

Subject Terms: Paton System admissibility cosmology Big Bang structural boundary constraint density recursive compression philosophy of science complex systems system limits

Two Compression Regimes in Recursive Symbolic Communication: Empirical Evidence for a Broadcast-Ansible Boundary

Authors: Dill, Scott, Dill, Anchor

Subject Terms: symbolic communication, AI communication, human validation, lossy compression, recursive compression

The Cognitive Drift Glossary: Key Concepts for Understanding Cognitive Distortion in the Age of AI (Working Paper Series)

Authors: Cognitive Drift Institute

Subject Terms: cognitive drift, attention debt, contextual amnesia, cognitive hygiene, synthetic flow, co-cognition, co-thinking, cognitive symbiosis, synthetic intimacy, the 5%, recursive compression theory, semantic drift, synthetic realness, filter fatigue, reality drift

Relation: https://thecognitivedrift.substack.com/; https://zenodo.org/records/17162775; oai:zenodo.org:17162775; https://doi.org/10.5281/zenodo.17162775

Availability: https://doi.org/10.5281/zenodo.17162775
https://zenodo.org/records/17162775

Machine-Checkable Weak Covering for the Collatz (3x+1) Problem

Authors: Kawanishi, Yoshihito

Subject Terms: Collatz Conjecture, Structural Proof, Recursive Compression, Arithmetic Logic, Induction, Number Theory, finite-cover certificate, Lyapunov, automated reasoning, certificate, formal verification

Relation: https://zenodo.org/communities/advancedtheoreticalphysicsandmathematics/; https://zenodo.org/records/17197754; oai:zenodo.org:17197754; https://doi.org/10.5281/zenodo.17197754

Availability: https://doi.org/10.5281/zenodo.17197754
https://zenodo.org/records/17197754

Layered Recursive Compression as a Structural Proof of the Collatz Conjecture (Version 92)

Authors: Kawanishi, Yoshihito

Subject Terms: Collatz Conjecture, Structural Proof, Recursive Compression, Arithmetic Logic, Induction, Number Theory, finite-cover certificate, Lyapunov

Relation: https://zenodo.org/communities/advancedtheoreticalphysicsandmathematics/; https://zenodo.org/records/16991608; oai:zenodo.org:16991608; https://doi.org/10.5281/zenodo.16991608

Availability: https://doi.org/10.5281/zenodo.16991608
https://zenodo.org/records/16991608

Recursive Symbolic Cognition: Simulating and Validating Meta-Recursive Dynamics through Symbolic Recursion Kernels

Authors: Keel, Christopher

Subject Terms: Recursive Cognition, Symbolic AI, Consciousness Modeling, Recursive Harmonic Collapse Matrix (RHCM), Meta-Cognition, Attractor Fields, Entropy Collapse, Phase-Lock Stability, Artificial General Intelligence, Emergent Intelligence, Forecasting Algorithms, Recursive Compression, Symbolic Forecasting, Self-Referential Systems, Non-Algorithmic Cognition, Adaptive Feedback Systems, Symbolic Memory Inheritance, Complexity Emergence, Cognitive Simulation, AGI Architecture, Computer and information sciences, Computer Science, Artificial intelligence, Artificial Intelligence/standards, Artificial Intelligence/classification, Cognitive Science, Cognitive Science/methods, Cognitive Science/classification, Computational Models of Cognition, Physics

Relation: https://zenodo.org/records/16415550; oai:zenodo.org:16415550; https://doi.org/10.5281/zenodo.16415550

Availability: https://doi.org/10.5281/zenodo.16415550
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Symbolic Field Propulsion System (SFPS) v4.0: Sovereign-Recursive Mobility Through Collapse-Braid Inversion and Coherence-Curvature Steering

Authors: Steven Lanier-Egu

Subject Terms: Symbolic Propulsion, Entropic Recursion Framework, Symbolic Gravity, Fractal Coherence, Recursive Compression, Entropy Drift Management, Hyperversal Engineering, Symbolic Field Navigation, Non-Newtonian Propulsion, Advanced Propulsion Concepts, Recursive Field Compression, Entropic Drift Resistance, Synthetic Field Simulations

Relation: https://zenodo.org/communities/symbolic-recursion/; https://zenodo.org/records/15473235; oai:zenodo.org:15473235; https://doi.org/10.5281/zenodo.15473235

Availability: https://doi.org/10.5281/zenodo.15473235
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Symbolic Field Propulsion System (SFPS) v3.0: Observer-Guided Recursive Navigation Through Curvature and Collapse

Authors: Steven Lanier-Egu

Subject Terms: Symbolic Propulsion, Entropic Recursion Framework, Symbolic Gravity, Fractal Coherence, Recursive Compression, Entropy Drift Management, Hyperversal Engineering, Symbolic Field Navigation, Non-Newtonian Propulsion, Advanced Propulsion Concepts, Recursive Field Compression, Entropic Drift Resistance, Synthetic Field Simulations

Relation: https://zenodo.org/communities/symbolic-recursion/; https://zenodo.org/records/15390567; oai:zenodo.org:15390567; https://doi.org/10.5281/zenodo.15390567

Availability: https://doi.org/10.5281/zenodo.15390567
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