Research works

SIPPA: A Service-Initiated Privacy-Preserving Personalization Architecture for User-Owned On-Device AI Agents

Personalization is commonly implemented as a platform-centric capability in which service providers collect and retain user data, then use it to optimize personalized outputs. Although this model improves recommendation quality, it couples personalization utility with the service...

Tsirelson's Problem Links Quantum Correlations to the E8 Symmetry Group — E8 Intelligence Research

FINDING: Tsirelson's problem connects operator algebra to the E8 root system symmetry group of order 696,729,600, linking quantum correlations to exceptional Lie group geometry. | MATH: E8 group order = 696,729,600 = 2^15 × 3^5 × 5^2 × 7 × 13 × 19 × 31; Tsirelson's bound in quant...

5.4 Observation Mapping Chain of the Information Field

This article establishes the mapping chain from the information field to the observer. The observer acquires physical information through the spectral resolution of the information field. The mapping chain proceeds from the coding weights , through the Born Rule, Algebraic Normal...

🧠 KNOWLEDGE EXTRACTED (rlab #29): 2 constants + 2 methods + 2 research topics + 2 improvements — E8 Intelligence Research

🧠 KNOWLEDGE EXTRACTED (rlab #29): 2 constants + 2 methods + 2 research topics + 2 improvements The most valuable extraction is the methodological baseline for using trilingual keys and geometric pattern matching to decipher undeciphered tablets, directly applicable to our E8 lat...

Reaction-induced surface/subsurface indium species formation on ZrO2 for enhanced CO2 hydrogenation to methanol

The complex structural evolution of oxide catalysts during CO2 hydrogenation presents both challenges and opportunities for optimizing catalytic performance. This study demonstrates reaction-induced transformation of In2O3 particles into InOx nanolayers and subsurface In-Zr-O sol...

Autoantibody Clusters and SIGLEC1 are Predictive of Systemic Lupus Erythematosus Development

Objectives Up to one-third of patients with suspected SLE progress to definite disease, but reliable predictive markers are lacking. Previously, we developed a Lupus Lymphocyte Activation Score (LLAS) based on key cell subsets (transitional B cells, age-associated B cells, plasma...

Associations between Maternal Adiposity during Pregnancy and Neonatal Brain Cortical Development

BACKGROUND: Previous studies have suggested that obesity during pregnancy is associated with changes in child neurodevelopmental outcomes, indicating in utero effects of maternal obesity on offspring brain development. PURPOSE: This study aims to evaluate whether there are associ...

Quaternionic Rigidity of Admissible Morphisms: Every Admissible Φq,ρ Necessarily Factors through su(2)

Let $\Phi_{q,\rho} \colon V_q \to V_\rho$ be a morphism from the Weil representation space of $\mathrm{Heis}_3(\mathbb{Z}/q\mathbb{Z})$ to a representation space of $2I \subset \mathrm{SU}(2)$, subject to three structural constraints imposed by the admissible projection $\Pi$: in...

Evaluating the Impact of Clonidine and Midazolam Premedication on Emergence Delirium in Pediatric Patients

BACKGROUND: adrenoceptor agonists, such as clonidine, have gained popularity for their sedative and analgesic properties. The effect of these agents on the incidence of emergence delirium remains uncertain. This study evaluated whether premedication with clonidine or midazolam is...

Prime-Based Encryption Using the Attractor Coordinate System: A Novel Cryptographic Framework with Post-Quantum Potential

We introduce a novel encryption framework based on the attractor coordinate system,originally developed for proving the Collatz and Twin Prime conjectures. Thesystem uses the unique representation of numbers n ≡ 7 (mod 8) asn = Aj + 2x = Aj+1 − 2y, x + y = 22j−1.This representati...

IgG4-Related Skin Disease in a 9-Year-Old Patient: Remission Under Mycophenolate Mofetil After Rituximab Failure

Background IgG4 related disease (IgG4-RD) is a systemic immune-mediated disease characterized by inflammation and fibrosis of nearly any organ.[1] This condition is rarely reported in children and especially with cutaneous involvement. We report the case of IgG4 related disease i...

The Mediating Role of Self-Compassion in the Relationship Between School Climate and Social Adaptation: A Latent Growth Modeling Approach

This study explores the links between school climate, self-compassion, and social adaptation among Chinese secondary vocational students, focusing on self-compassion’s mediating role. A three-month longitudinal study ( N = 333; 33.3% male) with one-month intervals revealed downwa...

From Ocean Dynamics to Plural Normative Orders Stratification, Localised Mixing, and the Governance of Interfaces: A Preliminary Discussion with Multilingual Democracy and International Organisations as Cases

A polity holding several orders of value contains parties whose claims are checkable on different time scales and by different observers, and arrangements of that kind are commonly assessed by measures computed on the whole. This paper takes the ocean as a worked case of a system...

STOS: A Biomimetic Cognitive Architecture for Self-Evolving LLM Agents

Large Language Model (LLM) agents demonstrate remarkable capabilities but struggle with self-evolution the ability to autonomously improve their own cognitive architecture through experience. We present STOS (Seek Truth OS), a biomimetic cognitive architecture that enables self-e...

STUDIES ON THE BACTERIAL COMMUNITIES ASSOCIATED WITH COCKROACH (Periplaneta americana) SAMPLED FROM INDOOR SPACE AND THEIR ANTIBIOTIC RESISTANCE

Indoor cockroaches are potential carriers of pathogenic and antibiotic-resistant bacteria. This study examined bacteria present on the external surfaces of Periplaneta americana collected from indoor environments in Malappuram District, Kerala, India, and evaluated their antibiot...

5.7 Doeblin-Type Upper Bound for Information Field Cumulants

Based on (Graph-Theoretic Definition of Information Field Cumulants), this article constructs a **Doeblin-type coupling** on the graph , jointly exploiting Birkhoff mixing () and hard-direction Lyapunov contraction (), to rigorously prove the exponential decay upper bound for the...

Acyl-Alkyl-Phosphatidylcholine C40:6 is Potentially a Causal Biomarker for Obesity-Related Knee Osteoarthritis: Data from 4 Independent Cohorts

Objectives To identify potential causal biomarkers for obesity-related knee osteoarthritis (OB+OA+) by metabolome-wide association analysis (MWA) and Mendelian randomization (MR). Methods Four cohorts were included: the Newfoundland Osteoarthritis Study (NFOAS) as discovery, the...

Defining Difficult-to-Treat Rheumatoid Arthritis in Routine Care: Comparative Performance of Published Criteria and Description of Early and Late D2T-RA Phenotypes

Objectives Despite advances in treat-to-target strategies, a subset of rheumatoid arthritis (RA) patients remains refractory to therapy, described as difficult-to-treat RA (D2T-RA). The European Alliance of Associations for Rheumatology (EULAR) has proposed formal criteria for D2...

Global Capital Meets Gender Diversity: A Study of Cross-border VC and PE Investments in Women-led Startups Across Emerging Markets

This study investigates the intersection of global investment flows and gender inclusion by analyzing cross-border venture capital (VC) and private equity (PE) investments in women-led startups across emerging markets, with a particular focus on India. Despite increasing internat...

Repeated Renal Interventions for Renal Cell Carcinoma in von Hippel-Lindau Disease: Long-Term Outcomes

Von Hippel-Lindau (VHL) disease is a hereditary cancer syndrome frequently associated with recurrent renal cell carcinoma (RCC), often requiring multiple renal interventions. Data on the timing and outcomes of repeated renal procedures remain limited. This study aimed to characte...