Research works

The Kaxion: Cold Dark Matter as the Non-Spatial Compact-Angle Pseudoscalar of GG-6

Nearly a century ago, astronomers found that galaxies move as though they hold far more matter than we can see. Stars at the edges of spinning galaxies orbit too fast; the afterglow of the Big Bang bears the imprint of a substance outweighing ordinary atoms five to one. We call i...

The Attention Budget: A Dynamics of Meaning-Systems Why a meaning-field has a master equation, in what currency it is paid, and how a system can starve with no one starving it

Abstract The dynamics of a meaning-system requires a budget. Energy will not serve — not because meaning is unconserved, but because in a society with surplus calories and insufficient waking hours, energy is no longer the quantity that runs out first. We argue that the budget is...

Branching Memory for AI Conversations, v6: Weighted Layers and Selective Synthesis (adirect upgrade to the six-layer v4/v5 architecture) / Ветвящаяся память для диалогов с ИИ, v6: взвешенные слои и осознанная сборка (прямая надстройка над шестислойной архитектурой v4/v5)

EN: A direct upgrade to the "Branching Memory for AI Conversations" architecture, formalizing the internal unit of a topic-node introduced in v5 via the intra_depth counter but left there without a name or a measurable weight. The term "layer" is introduced — an atomic content un...

The Absolute Barotropy Vacuum (ABV): Geometric Determinants of Fundamental Constants

This monograph presents a novel, deterministic paradigm in theoretical physics, termed the Absolute Barotropy Vacuum (ABV) or the Silver Torus Model. The work addresses one of the most profound challenges in contemporary physics: the origin of dimensionless physical constants and...

The Missing Match: Experienced workers, regional labour markets and access to suitable professional employment.

Policies intended to extend working lives increasingly emphasise skills, retraining and the value of older workers’ experience. Yet possessing relevant qualifications and substantial occupational experience does not necessarily mean that an individual can convert those assets int...

Informal Workplace Support for Staff in Mental Health Care: Scoping Review Protocol

Mental healthcare services in the UK National Health Service (NHS) face a growing workforce crisis, with high vacancy and turnover rates compared to other healthcare sectors, and increasing demands for care. Mental healthcare workers (MHCWs) encounter significant additional occup...

New Algebraic Modeling of Autonomous Fractal Trees in D-Dimensional Spaces and Their Optical Rendering via Cascaded Perspective Projection.

This paper introduces a unified algebraic framework for the generation and visualization of complex binary, ternary, and quaternary fractal branching structures embedded in arbitrary D-dimensional Euclidean spaces (R^D). While traditional fractal tree algorithms rely on discrete...

Rethinking Transparency in Artificial Intelligence: From Definitions to Functions

Transparency has become one of the defining principles of contemporary artificial intelligence governance, appearing throughout legislation, standards, regulatory frameworks, and ethical guidelines. Yet despite this widespread consensus, AI transparency remains conceptually unsta...

Original Sin: Hardware Sovereignty and the Physical Limits of Artificial Intelligence

Technical White Paper: QN-SIN-2026-V2.0QuantNature Global | September 7, 2026 Modern deep learning operates under a flawed assumption: that hardware is an isolated, passive substrate. This white paper uncovers AI’s physical "Dual Original Sin" across silicon and cyber-physical do...

Perineural invasion in hepatocellular carcinoma: clinical evidence and mechanistic hypotheses

Hepatocellular carcinoma (HCC) is a major cause of cancer mortality worldwide. Emerging evidence in cancer neuroscience suggests that tumor–nerve crosstalk can modulate tumor growth, immune remodeling, dissemination, and therapy resistance. Perineural invasion (PNI) is a hallmark...

Relaxation of preload in precision bolt connections and its impact on accuracy decline in gyroscopic systems under thermal vibration load

The precision of gyroscopes, as core components of inertial navigation systems, critically determines system accuracy and stability. Precision threaded connections, widely used for assembly, are highly susceptible to preload relaxation during repeated start-stop operations, affec...

Comparative Analysis of Yield and Essential Oil Composition of Mentha piperita and Mentha arvensis Genotypes Under Two Distinct Ecologies in Turkey

This study compared the adaptation, yield and essential oil composition of five commercial Mentha piperita cultivars (Piper-1, Multimentha, Swiss, Yakima, Black Mitcham) and a newly developed Mentha arvensis clone (Arven-1) in two distinct ecologies with different climates in Tür...

Introducing TAM: A PyTorch-Based Additive Forecasting Framework and its Application to Explainable Anomaly Detection

This is the official slide deck for the presentation "Introducing TAM: A PyTorch-Based Additive Forecasting Framework and its Application to Explainable Anomaly Detection," delivered at the DASS Workshop (Anomaly detection for modern data) on September 8th, 2026. Overview: The pr...

Modus Inversus. On the Algebraic, Probabilistic and Tensorial Foundations of an Independent Inference Figure

Background: The schema $\neg P\rightarrow\neg Q,\ \neg P\ \therefore\ \neg Q$ is not modus ponens restated for negated propositions. Its premise, $\neg P\rightarrow\neg Q$, is secured directly and taken as primitive -- nothing more and nothing less. Material and methods:Modus inv...

Evidence-Based Ayurveda - Challenges

Evidence-Based Medicine (EBM) is a pillar of healthcare. EBM has three components: the best available scientific research evidence, clinical expertise, and patients’ values and preferences. It took more than 300 years to evolve into present-day EBM. Why does Ayurveda need EBM? Cl...

EuroMillions Breakthrough Mining — 3451 Sources, 30104 Leads Extracted — E8 Intelligence Research

Mined 3451 lottery+quantum breakthroughs. Extracted 30104 leads across 13 categories. 27684 high-value leads found. Categories: {"CORRIDOR": 2566, "FORMULA": 2393, "GEOMETRIC": 958, "FORWARD_ATTEMPT": 2722, "QUANTUM": 2948, "TIMING": 300, "CELESTIAL": 2475, "GEMATRIA": 2611, "CON...

The Threefold Formula and Its Role in the Neural Formation of Crying, Imagination, and Thought

This document is an addendum to the Crying Trilogy (the nature, why, and how of crying), within the Nature Reflection Model. Its core is the “Threefold Formula”: a rule governing how cognitive expectations combine according to their positive or negative valence (positive×positive...

Transcriptomic and histological analyses reveal immune dysregulation in BK virus-associated nephropathy

Abstract BK virus-associated nephropathy (BKVN) is an important cause of kidney allograft failure and involves complex immune responses. This study aimed to characterize gene expression changes and immune microenvironment features in BKVN tissues using transcriptomic analysis. Us...

Distance-Shell Tomography on Graphs: Integer Trades and Optimal Grid Sensing

We study recovery of nonnegative integer populations on a known graph from complete distance histograms at labelled sensors. For every n ≥ 6, an alternating boundary placement of n−2 sensors is optimal throughout its exact recovery range: its first ambiguous mass is n−3 for even...

Recent Progress on the 2-Part of the Birch and Swinnerton-Dyer Conjecture for Quadratic Twists — E8 Intelligence Research

FINDING: The Birch and Swinnerton-Dyer (BSD) conjecture links the algebraic rank of an elliptic curve (number of independent rational points) to the order of vanishing of its L-function at s=1, with recent progress on the 2-part for quadratic twists. MATH: - Elliptic curve: \( E:...