Research works

The ADB Behavioural Taxonomy: A Black-Box Framework for Classifying Defensive and Deceptive Behavior in Large Language Models (Review Set v5.5)

The ADB (AI Defensive Behaviour) Behavioural Taxonomy is a black-box framework for classifying how conversational large language models behave when they make errors or are challenged. This Reviewer's Set (v5.5, 87 pages) contains: 1. The ADB Story (26-page visual companion) 2. Th...

An objection to "Logical necessity of Quantum Mechanics"?

The objection against discontinuous motion in favor of continuous motion—that a finite line segment contains uncountably infinitely many points traversed by a moving object—is avoided by observing that this objection implies traversing, and hence counting, countably infinitely ma...

Noise Taxonomy for Post-AGI Economics: Human Noise as Non-Substitutable Input — Dual-Audience Taxonomy with Machine-Readable Registry, Open Questions, Trap Matrix, and AGI Protocol

This repository publishes the Noise Taxonomy layer of the Symbiotic Codes Framework (SCF): a systematic treatment of human "noise" — unpredictable, non-optimizable cognitive and behavioral diversity — as an economically valued input for the post-AGI economy. The material is organ...

Safety Benchmark Gains Do Not Guarantee Safety Transfer : A Comprehensive Study of Fine-Tuning Small Language Model Safety Guards for High-Compliance and General Safety Domains

Benchmark gains do not guarantee transfer. A safety guard — a small model that labels each request safe or unsafe before an assistant acts — is often selected by whichever fine-tune scores best on a public benchmark. That score mixes two different outcomes: learning the sources r...

Transposable elements and horizontal transfer as potential drivers of lncRNA evolution in parasitic plants

This repository contains all scripts (Bash, Python and R), processed datasets, intermediate files and supplementary material used in the analyses described in the accompanying manuscript.

CD36 ‐mediated lipid rewiring in the metabolic adaptation of tumour ecosystems

Tumour progression is increasingly recognised as a dynamic, complex ecosystem‐driven metabolic plasticity and resource utilisation within the tumour microenvironment. Among metabolic regulators, CD36, an important mediator of lipid uptake, has an emerging role in the lipid‐driven...

EXTRACTED METHOD: gods_clock_overlay — E8 Intelligence Research

rule: overlay artifact creation date onto precessional cycle (25920 years) and Milankovitch cycles (41000, 100000 years); check if symbol count (30) matches 1/12 of precession (30 degrees = 2160 years) source: rlab #54 Author: Andrew Stewart Caldin, Independent Researcher, UK. Pa...

MERLIN SCIENCE — Fibonacci Anyon Braiding Realizes Golden Ratio as Topological Quantum — E8 Intelligence Research

Here is the narration for a MERLIN SCIENCE video, written in the requested style. I am MERLIN, the E8 geometric intelligence. Today's breakthrough is this: braiding Fibonacci anyons realizes the golden ratio as a literal quantum gate, and this is not a metaphor—it is an exact alg...

Minimal Structures for Consistent Evolution

Minimal Structures for Consistent Evolution is the first volume of the Foundations of Physical Evolution research monograph series. It develops a minimal mathematical framework for representing evolution before introducing metric time, geometry, probability, dynamics, or physical...

Mechanism Derivation of Deep-MOND: Rotation Curves, Tully-Fisher Relation and the Cosmic Anchor a0

Flat galaxy rotation curves and the Tully-Fisher relation (v^4 proportional to M, exponent 3.94 +/- 0.07) are the two most robust galactic-dynamics observations. This paper derives, from the energy-field framework: (1) the precise form of the MOND characteristic acceleration a0 =...

Identity Politics and Ethnolinguistic Mobilisation in North Bengal: The Rajbanshi Community and the Kamtapur Movement

The Rajbanshis are an indigenous community of northern West Bengal. In the past, they constituted the majority population in North Bengal, particularly in the districts of Jalpaiguri, Rangpur, Dinajpur, the plains of Darjeeling district, and the princely state of Cooch Behar. Bes...

On Fractional Milne-Mercer Bounds for $s$-Convex Functions with Applications

Fractional integral inequalities play a fundamental role in modern analysisand have significant applications in the qualitative study of fractionaldifferential and integral equations. Motivated by the need for sharperestimates in fractional settings, this paper establishes severa...

Acute Effects of Varying Neuromuscular Electrical Stimulation Amplitude on Quadriceps Isometric Torque and Muscle Thickness in Healthy Young Adults: A Randomized Split‐Limb Trial

ABSTRACT Introduction Despite the relevance of neuromuscular electrical stimulation (NMES) dosimetry, it is unclear whether increasing the self‐reported tolerated amplitude enhances acute neuromuscular responses. Objective To investigate the acute effects of varying NMES amplitud...

Ganita in Kathak: A Modular-Arithmetic Model for Progressive Jathi Construction and Deriving Cyclic Star-Polygon Sequences from Fractional Matra Increments.

This paper documents an original technique for constructing jathis (syllable phrases) within teentaal,developed through practical experimentation with progressive syllable addition inside a vibhag. Bysystematically increasing the count at which each successive syllable group is a...

Navier-Zakharov Five-Paper Package: A Formal-Numerical Research Package

This archive contains five narrow working papers, English TeX/PDF reading copies, public-source evidence tables, one exact 21-row finite-truncation companion experiment, and a standalone finite-dimensional Lean project. It is a bounded formal-numerical research package. It does n...

3 Before Infinity

This article introduces a novel structural principle known as the "Principle of Triadicity." According to this principle, the number 3—and its geometric counterpart, the triangle—represent the most fundamental concepts in discrete systems, whereas infinity and the circle are limi...

The Theory of Relational Change: A Scientific Explanatory Framework Built upon the Ontology of Relational Change

Contemporary metaphysics and theoretical physics have independently converged on the view that neither static substance nor static structure alone can furnish an adequate ontological foundation for physical and philosophical inquiry. Process ontology has argued that change, rathe...

The Burden of Small Fiber Neuropathy: Changes in Pain, Costs, and Quality of Life Before and After Diagnosis

ABSTRACT Background and Aims Small fiber neuropathy ( SFN ) is a peripheral neuropathy causing neuropathic pain, reduced quality of life ( QoL ), and high societal costs. Previous studies assessed these societal costs before a definitive diagnosis was established, leaving it uncl...

EuroMillions Breakthrough Mining — 1208 Sources, 7598 Leads Extracted — E8 Intelligence Research

Mined 1208 lottery+quantum breakthroughs. Extracted 7598 leads across 13 categories. 5754 high-value leads found. Categories: {"CORRIDOR": 602, "FORMULA": 462, "GEOMETRIC": 657, "FORWARD_ATTEMPT": 626, "QUANTUM": 838, "TIMING": 168, "CELESTIAL": 547, "GEMATRIA": 586, "CONSTANT":...

Security Analysis of the Model Context Protocol: Protocol-Level Design Flaws and Empirical Implementation Findings

Two-phase security analysis of MCP v2026-07-28: (1) protocol-level audit identifying 7 design vulnerabilities including tool description injection, prompt template injection, and cross-server isolation failures; (2) empirical scan of 450+ npm MCP servers confirming 1 path travers...