Research works

AI in Justice or AI Injustice?

The core of the Indian legal system lies not only in statutes but also in judicial decisions. Precedent plays a vital role in shaping India’s law. Therefore, as technologies such as AI make their way into the areas of justice, administration and governance, it is essential to eva...

Pascal Translation and Hasse Divided-Power Modules in Mixed Characteristic

This paper develops the characteristic-free algebraic theory of the generalized Pascal translation matrices Lₙ(a) and identifies their Hasse action with the regular module of a finite divided-power algebra. The principal result converts invariant-submodule questions for Pascal tr...

Mechanical Caging of Nucleic Acids Enabled by Light‐Activated Synthetic Molecular Motors

ABSTRACT Control over nucleic acid activity is central to biotechnology and therapeutic development. Most existing strategies rely on installing protecting groups that mask nucleobases or backbone functionalities (i.e., chemical caging), where modulation of activity arises from a...

Feigenbaum Constant δ: Universal Scaling in Period-Doubling Bifurcation Cascades — E8 Intelligence Research

FINDING: Feigenbaum constant δ ≈ 4.669201609 emerges as universal scaling factor in period-doubling bifurcation cascades across all unimodal maps, independent of the specific system. MATH: - Feigenbaum constant δ = lim_{n→∞} (μ_n - μ_{n-1})/(μ_{n+1} - μ_n) ≈ 4.669201609 - Second...

Deep Learning–Driven Visual Intelligence for Chemical Instrument Monitoring: A Scoping Review From an Expert Systems Perspective

ABSTRACT Automated visual recognition in industrial environments has become a key enabler for intelligent monitoring systems, particularly in safety‐critical domains such as chemical plants. Unlike general industrial vision tasks, chemical instrument monitoring operates under str...

Developing a Reynolds-Averaged Navier–Stokes Solver for the Web Browser

This document accompanies the development of a numerical fluid solver built step-by-step from first principles, targeting execution in a web browser environment. It covers the governing physics, grid generation techniques, numerical discretisation methods, and a series of test ca...

The Magic-Curvature Hypothesis: Emergent Geometry from Entanglement and Non-Local Magic

We propose the Magic-Curvature Hypothesis (MCH): spatial geometry emerges from the entanglement structure of an underlying quantum many-body system or quantum error-correcting code, while dynamical curvature (gravity) emerges from tripartite non-local magic in that same system—a...

Algorithmic Decisionism: The Transfer of Sovereignty in AI-Based Predictive Intelligence Systems in the Post-2020 Era

This study examines the transfer of AI-based predictive intelligence systems from the state to the private sector in the post-2020 period within the framework of sovereignty theory. Its central claim is that this transfer is not merely an operational outsourcing but a delegation...

Toward a Metrology of Civilizational Viability: Systemic Costs of Fragmentation and the Efficiency of a Constructive Civilization

This article proposes a metrological model of civilizational viability intended for comparative analysis of different architectures of international and intersocietal interaction. Civilization is considered not as the necessary fragmentation of humanity into competing geopolitica...

NAEOS: Nusantara AI Engineering Operating System — An Enterprise AI Engineering Framework for Production-Ready Software with AI Coding Agents

NAEOS (Nusantara AI Engineering Operating System) is an open, vendor-neutral engineering framework for building production-ready software with AI coding agents. NAEOS provides an engineering operating system for AI-assisted software development through a structured set of enginee...

First Level Voynich Key

A first step Wheel Cypher key that was found within Zodiac Page, further keys are needed, however this establishes a mechanism in which way it was encrypted.

Andmering: kui terviseandmed muutuvad õppimisvõimeks. OMOP-andmekihil põhinev ravikvaliteedi tagasisideraamistik südameveresoonkonnahaiguste näitel

Eestis tekib tervishoius palju andmeid diagnooside, uuringute, protseduuride, ravimite ja ravitulemuste kohta, kuid nende kasutamine järjepidevaks ravikvaliteedi tagasisideks on seni piiratud. Südame-veresoonkonnahaiguste olemasolevad kvaliteedinäitajad on kliiniliselt olulised,...

Job Rotation as an Organizational Learning Mechanism: From Short-term Loss to Long-term Gain

Despite its losses, job rotation has long been an established organizational practice across sectors. This study examines when and why short-term losses from job rotation are transformed into long-term gains through an organizational learning process. Existing job-rotation resear...

Uveitis-Associated Ocular Hypotony: A Systematic Review

INTRODUCTION: Chronic hypotony is an uncommon but potentially vision-threatening complication of uveitis, particularly in pediatric populations. This review synthesizes current evidence on its pathophysiology, epidemiology, clinical presentation, diagnosis, management, and progno...

EuroMillions Breakthrough Mining — 2732 Sources, 22917 Leads Extracted — E8 Intelligence Research

Mined 2732 lottery+quantum breakthroughs. Extracted 22917 leads across 13 categories. 20693 high-value leads found. Categories: {"CORRIDOR": 1940, "FORMULA": 1777, "GEOMETRIC": 849, "FORWARD_ATTEMPT": 2056, "QUANTUM": 2266, "TIMING": 253, "CELESTIAL": 1867, "GEMATRIA": 1962, "CON...

INTERNET TILSHUNOSLIGIDA PUNKTUATSIYA VA EMOJILARNING O'ZARO MUNOSABATI: SINTEZMI YOKI RAQOBAT?

Ushbu maqolada zamonaviy internet tilshunosligining eng dolzarb muammolaridan biri – an'anaviy tinish belgilari va emojilar oʻrtasidagi funksional munosabatlar tahlil qilinadi. Tadqiqotda ushbu ikki lingvistik va paralingvistik vositalarning oʻzaro aloqasi "sintez" (bir-birini to...

New Insights Into Electron Impact Mass Spectral Fragmentation of Restricted Aromatic Amines

ABSTRACT Many primary aromatic amines are powerful human carcinogens, which are occasionally found in adulterated food, textile and leather products and dyes. Gas chromatography (GC) coupled with electron impact (EI) mass spectrometry is a commonly used technique for their analys...

GDOS: Geometric Dynamics of Open Systems: 6D GG-6 Bulk Projected to 4D Boundary for Quantum Measurement, General Relativity, and QFT

Every system in nature is open. No real system has ever been isolated. Indeed, the very act of observation already presumes that observer and observed are coupled. Yet for three and a half centuries, the foundational theories of physics have been written as if isolation were the...

The Relationship Between Social Exclusion and Peer Bullying in Adolescents: Sequential Mediating Roles of Individual and Social Responsibility and Emotional Intelligence

Schools make significant contributions to the development of both social and cognitive skills in students. However, students sometimes behave in a hurtful and offensive manner in their interactions with each other. Bullying in school environments negatively affects students’ ment...

Post-Stability Representational Change]{When Accuracy Stabilizes, Representations Still Move: Learning-Rule-Dependent Geometry of Post-Stability Representational Change

Neural networks are usually considered "converged" once validation accuracy plateaus. This preprint asks whether the internal representations have actually stopped changing too and finds that, often, they haven't. We train shallow MLPs on binary MNIST using two learning rules: st...