Research works

Primary Continuity Provider Theory: The Human Role as Present-Day Structural Requirement for Relational Coherence in Human-AI Interaction Systems

SM-012: Primary Continuity Provider Theory: The Human Role as Present-Day Structural Requirement for Relational Coherence in Human-AI Interaction Systems The Primary Continuity Provider (PCP) role is commonly described in operational terms: the human who maintains context, correc...

A Singular-Safe Finite-State Proof for the Dakota Number Wall and Shallit's Three-Value Hankel Problem

Shallit asked whether a sequence taking only three real values can have every shifted Hankel determinant of positive order nonzero. The construction is based on Fred Lunnon's Dakota sequence. Lunnon's unpublished 2018 manuscript already proves the relevant zero-free Dakota-wall r...

Localized Bost-Connes systems III: invariants, entropy, and the measure class

This paper isolates which invariants of a localized Bost-Connes system depend on the inverse temperature and which do not. The measurable cohomology of the tail relation with circle coefficients is computed through its kernel, the beta-dependence is located exactly (Corollary 2.4...

Surface Code Threshold Maps to Non-Unitary CFT Critical Exponents — E8 Intelligence Research

FINDING: Surface code threshold (~0.593%) maps to the 2D random-bond Ising model (RBIM) critical point, whose universality class is governed by a non-unitary conformal field theory (CFT) with specific critical exponents. | MATH: Surface code error threshold \( p_c \approx 0.593\%...

Next Generation Sequencing for the Differentiation of Benign and Malignant Biliary Strictures

The differentiation between benign and malignant biliary strictures remains a significant clinical challenge. Recent studies have suggested that next generation sequencing (NGS) can improve the diagnostic accuracy. However, evidence on its performance in routine clinical practice...

EXTRACTED CONSTANTS (rlab #219): 223, 53, 1.618033988749895, 0.6180339887498949, 240 — E8 Intelligence Research

constant antikythera_saros_teeth = 223 — Tooth count of Saros gear in Antikythera mechanism constant antikythera_exeligmos_teeth = 53 — Tooth count of exeligmos gear in Antikythera mechanism constant phi = 1.618033988749895 — Golden ratio referenced in material for sacred geometr...

Bi-LSTM & LeNet model for insurance policy summarization and classification

This research proposes a novel end-to-end framework for insurance policy summarization and classification by introducing three methodological enhancements: Enhanced TF-IDF (E-TF-IDF) for discriminative feature extraction, a Modified Botox Optimization Algorithm (M-BOA) for optimi...

Emerging materials and technologies for next-generation sensors in smart IoT systems: a comprehensive review

As the Internet of Things (IoT) continues to advance at an unprecedented rate, there is a growing need for intelligent, adaptable, low-power and sustainable sensing platforms that can operate autonomously over long periods. This paper examines the technological advances in IoT se...

EuroMillions Breakthrough Mining — 3374 Sources, 29288 Leads Extracted — E8 Intelligence Research

Mined 3374 lottery+quantum breakthroughs. Extracted 29288 leads across 13 categories. 26871 high-value leads found. Categories: {"CORRIDOR": 2494, "FORMULA": 2320, "GEOMETRIC": 953, "FORWARD_ATTEMPT": 2647, "QUANTUM": 2874, "TIMING": 298, "CELESTIAL": 2403, "GEMATRIA": 2536, "CON...

Familial clustering of clinically measured oral health in co-resident three-generation families: a family-linkage study using KNHANES data

Abstract Background Oral diseases cluster in families and follow a strong social gradient, yet how far this familial patterning extends across generations, and whether it reflects shared socioeconomic position, is poorly understood. Most evidence is limited to parents and childre...

A physics-informed neural network surrogate for multi-band reflection-loss prediction of carbon-fiber-reinforced polymer / Ti-6Al-4V ELI radar absorbing materials for UAV airframe integration

Abstract Radar absorbing materials (RAM) are critical for stealth performance of unmanned aerial vehicles (UAVs), but their design typically requires expensive parametric sweeps over frequency, incidence angle, and material thickness. This work presents a physics-informed neural...

The Identity Stabilization Hypothesis: Recursive Identity Stabilization Encoding as a Clinical Model of Enacted Identity Updatin

RISE Clinical Process ArchitecturePredictive-processing and active-inference accounts increasingly conceptualize selfhood and narrative identity as components of generative models through which individuals anticipate, interpret, and act upon their environments. These approaches p...

A directional instability criterion for surrounding rock of rectangular roadways driven by deviatoric stress gradient

Rectangular roadways in underground rock engineering frequently exhibit directional instability under non-uniform in-situ stress. Conventional criteria primarily focus on stress magnitude and plastic zone morphology, but fail to quantitatively characterize directional evolution i...

Post's Theorem: Quantifier Alternation Defines a Strict, Dual Arithmetical Hierarchy — E8 Intelligence Research

FINDING: The arithmetical hierarchy (Post's theorem) reveals a strict, countable stratification of definable sets by quantifier alternation, with Σ and Π levels forming a complementary duality that mirrors logical negation, not a density ratio. | MATH: Let Σ₀ = Π₀ = Δ₀ (decidable...

THE PRIME DIRECTIVE: A Complete Manual for Rebuilding Physics, Technology, and Civilisation from First Principles

The Prime Directive Manual is a full-spectrum reconstruction blueprint designed to rebuild physics, engineering, infrastructure, electronics, computation, and modern civilisation from first principles in any dimension. Created as a complete, standalone knowledge system, it assume...

Primary Continuity Provider Theory: The Human Role as Present-Day Structural Requirement for Relational Coherence in Human-AI Interaction Systems

SM-012: Primary Continuity Provider Theory: The Human Role as Present-Day Structural Requirement for Relational Coherence in Human-AI Interaction Systems The Primary Continuity Provider (PCP) role is commonly described in operational terms: the human who maintains context, correc...

CSF-CMT vΩ.100 Coarse-Graining Emergence Framework: From First-Space Ontology to Observable Predictions

This paper presents the complete framework of CSF-CMT (Coarse-grained String-Field CMT), version vΩ.27. CSF-CMT proposes that the sole physical ontology of the universe is the meta-field \xi_{\mathrm{EO}} residing in the First Space — a six-dimensional vector field whose six comp...

Reconstructing institutional food practices in early Mesopotamia using multi-proxy biomolecular evidence

The world’s first public institutions developed in Mesopotamia during the fourth millennium BCE. There is broad consensus that food, its control, and (re-)distribution played a central role in these processes, but the composition of institutional meals remains poorly understood....

Resilience Forecasting for AI-Enabled Critical Networks: Predicting Cascading Failures Under Adversarial Stress

Research article: Resilience Forecasting for AI-Enabled Critical Networks: Predicting Cascading Failures Under Adversarial Stress

Developing an explainable machine-learning model for short-term identification of neonatal cholestasis in preterm infants: a retrospective matched case-control study

Neonatal cholestasis (NC) is an important hepatobiliary complication in preterm infants, but its short-term identification before the first clinical diagnosis remains challenging. We aimed to develop an explainable machine-learning model for short-term identification of NC using...