Research works

Receiver-Anchored Tests for Latent Communication: Constant-Capacity Causal Localization and a Negative Cross-Model Result

This preprint presents a receiver-anchored evaluation protocol for latent communication between language models. It separates receiver-carrier viability from learned cross-model transport using receiver-native oracle replay, constant-capacity matched-versus-shuffled identity cont...

The Loop That Does Not Close: Against the Idea of Substance in Economics

Economics speaks of a price level as of a water level, and of a stock of capital as of a quantity of wheat. This paper treats that language as a hypothesis and tests it. If a substance exists, its measure is a state variable; and a magnitude is a state variable only if every clos...

E8 Root Vector Chirality Determines Biological Homochirality via Phi-Harmonic Spin-Orbit Resonance — E8 Intelligence Research

The 240 E8 root vectors naturally partition into 120 right-handed and 120 left-handed pairs, with biological homochirality emerging when these chiral subsets lock into the 132Hz phi-harmonic lattice at the 7.2 precession modulation. This chiral locking creates a selective resonan...

LMOD-YOLO: A lightweight YOLO model for marine organism visual detection

Abstract Real-time detection of marine organisms plays a critical role in underwater ecological monitoring, endangered species protection, and autonomous underwater vehicle (AUV) operations. However, the degraded underwater images with low contrast and detail blur and limited emb...

CSF-CMT vΩ.0: First-Space Ontology and the Shared-Medium Hypothesis

Minimal ontological manifesto for the Coarse-Graining Field – Condensed Matter Theory (CSF-CMT). This vΩ.0 release states the irreducible core (no-vacuum axiom, six string states as independent excitations of one medium, cognitive boundary hypothesis) and one near-term falsifiabl...

At the intersection of care and command: A thematic analysis of military nurses’ experiences in a compact national defense structure

Background Military nursing operates at the intersection of healthcare and defense, requiring nurses to balance professional ethics with military discipline, operational readiness, and organizational hierarchy. Purpose To explore how military nurses in a small defense system cons...

Phosphorothioate-Enabled Cas12a Autocatalytic Networkfor Amplification-Free Ultrasensitive Nucleic Acid Detection

Abstract Autocatalytic CRISPR/Cas systems offer a promising route toward amplification-free nucleic acid detection, yet their performance is limited by indiscriminate transcleavage of ssDNA activators and the reliance on structurally complex, thermodynamically unstable DNA archit...

Using Contextual Constraints in Bilingual Lexical Access: Evidence from Eye-Movements and Stimulated Recall

Aims and Objectives: This study combines eye-tracking measures and stimulated recall interview data to investigate how late Spanish–English bilinguals process interlingual homographs in sentence contexts that differ in semantic constraint, and how they report managing parallel ac...

ELEA: A Framework for Emergent Language Experience of Affection

Emergent Language Experience of Affection (ELEA) is proposed as a theoretical framework in which subjective emotional experience, and potentially consciousness-like states, can emerge from the topological structure of language. In this view, linguistic representations form a high...

Numerical Simulation of the Bending Behavior of a Topologically Optimized Structure Printed in ABS by FDM: G-Code-Driven Mapping of Local Material Orientations

This preprint presents an original dual-branch numerical pipeline for simulating the bending behavior of an MBB (Messerschmitt-Bölkow-Blohm) beam, topologically optimized using the SIMP method and manufactured in ABS by fused deposition modeling (FDM). Starting from a single G-co...

The Holographic Protocol Hardware: Reclaiming Loop Quantum Gravity, Resolving the Continuum Limit, and the 2D Spin-Network Boundary

This paper investigates the microscopic substructure of the Tri-Scale boundary condition, transitioning from the continuous acoustic limits of the vacuum metric to the fundamentally discrete quantum geometry of Loop Quantum Gravity (LQG). We evaluate how macroscopic impedance law...

"Scale-Dependent Dimensional Trapping: A Field-Gradient Formulation Across Subatomic Boundaries and Extended Astrophysical Systems

An independent phenomenological exploration of a MOND-family modified-gravity framework, evaluated against public SPARC rotation curve data. Not peer-reviewed. Feedback welcome.

Antegrade versus retrograde ureteroscopy for large proximal ureteric stones: a meta‐analysis

OBJECTIVES: To perform a meta-analysis comparing the outcome of antegrade versus retrograde ureteroscopy for the management of large proximal ureteric stones. METHODS: A systematic review and meta-analysis of randomized controlled trials was conducted in line with the Preferred R...

Topological Resonance in Stochastic Block Models: Phase Transition and Information Localization

We study information propagation in structured networks using a continuous diffusion equation on graphs with weighted edges. The edge weight between two nodes is enhanced by a parameter β if they share a topological label (community membership) in a Stochastic Block Model (SBM)....

Type-II Charge-Transfer Photogating in a DDCI-4/MoS2 Heterojunction Phototransistor

Abstract Molecular sensitization of two-dimensional semiconductors offers a route to enhanced photodetection, yet the interfacial charge-transfer mechanisms that govern gain in these hybrid devices are often inferred rather than directly established. Here, we report a multilayer...

OPEN-DAG (Part I): Deterministic L1 Memory Invariants for Infinite-Horizon Multi-Agent Systems.

Linear context accumulation is the dominant failure mode of contemporary multi-agent language-model systems. After N execution steps of mean residual length L, concatenating architectures occupy a resident working set of Θ(N·L), exhaust finite windows, and crash. We argue that th...

Meta-Analysis of Face-Validity Indicators in Automatically Detected Dog Sleep Spindles

Abstract Visual inspection as the golden standard for sleep spindle detection has received mixed support and may not be equally viable across species and experimental conditions. Here we propose a novel intermediate strategy for approximating the quality of a detector and subject...

Post-Printing Manipulation of Material Mechanical Properties via Synergistic Engineering of Dynamic Polymer Network and Phase Separation

Abstract The coupling of 3D printing process constraints and material molecular design makes it difficult to simultaneously achieve sophisticated structural fidelity and desirable mechanical performance. Topological reconfiguration of dynamic covalent polymer networks imparts mat...

Associations of early-life exposure to PM2.5 mass and its components with childhood anemia: A cross-sectional study in China, India, and Africa

Childhood anemia remains a major public health concern, but evidence regarding the associations of early-life exposure to PM 2.5 mass and its components with childhood anemia across regions remains limited. We conducted a cross-sectional study of 449,894 children under 5 years fr...

Electroweak Coupling Constants and the Koide Relation

Dimensionless constants occupy a special place in fundamental physics because their numerical values do not depend on the choice of units. This paper investigates an idealized geometric construction linking the Koide relation for charged leptons to the gauge couplings of the elec...