Research works

Independent Verification as a Measurable Property of AI Coding Pipelines: Three Pre-Registered Studies

Evaluations of AI coding agents measure capability: can the agent solve the task? This paper studies an orthogonal property that decides whether an agent's output can enter a codebase without human inspection — whether the evidence accompanying a change is independent of the chan...

The Adelic Cross-Domain Program: From the Fine-Structure Constant to the Standard Model Mass Spectrum via Bruhat-Tits Trees

Version 4.1 — Erratum: Section 6 (Adelic Factorization) retracted following ACRP-04.5 Density Gate Audit (BP-3, research v2.42). Monte Carlo null model for random ratios found P=0.944 — the claimed factorization is consistent with random coincidence. Section 6 retracted pending c...

Fire Sphere Cycle (FSC) Earth System Coupling Model: A Unified Framework for Interpreting Life Origin and Evolution, Algal Productivity, Fossil Energy Enrichment, and Global Marine Mass Extinctions

The Fire-Sediment Cycle (FSC) model proposes a unified Earth system framework linking life origin, Phanerozoic mass extinctions, and fossil energy accumulation to periodic paleowildfire activity. The model identifies wildfire as a planetary-scale endogenous regulatory agent, driv...

The location of sense

The Location of Sense: A Vital Architecture Without Origin Where is sense located? Communication theories have sought it in the emitter, the message, the receiver, the sign, the interaction, or the relation among them. Michael Reddy showed in 1979 that ordinary language about com...

Quantum Genesis: Three Dimensions for One Bit, and Dark Energy as Fast Time

Pressure builds space, records make time, and the Bulmash Record-Carrier Expansion Law fixes the curve. No shape left to tune. One bit is enough to start a universe. Price a single lasting record at the saturated one-bit Landauer budget, allocated between forming and breaking as...

DARPA's expMath Program: AI-Driven Discovery Lacks Specific Equations or Ratios — E8 Intelligence Research

FINDING: DARPA's expMath program aims to revolutionize mathematics by integrating AI to exponentiate mathematical discovery, but the provided search results yield no specific equations, constants, or geometric ratios from live competitions or challenges. | MATH: No equations, con...

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...