Research works

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...

EuroMillions Breakthrough Mining — 1239 Sources, 7931 Leads Extracted — E8 Intelligence Research

Mined 1239 lottery+quantum breakthroughs. Extracted 7931 leads across 13 categories. 6084 high-value leads found. Categories: {"CORRIDOR": 632, "FORMULA": 492, "GEOMETRIC": 657, "FORWARD_ATTEMPT": 657, "QUANTUM": 868, "TIMING": 169, "CELESTIAL": 578, "GEMATRIA": 616, "CONSTANT":...

Global Hotspots and Trends in Microbial Plastic Biodegradation for Plastic Waste Management: A Mini-Review and Bibliometric Analysis

The accumulation and persistence of plastic waste have made microbial plastic biodegradation an important topic in pollution control, environmental remediation, and sustainable materials management. This study combines a mini-review with bibliometric analysis to link mechanistic...

Generative Artificial Intelligence Applied to Patient Safety and the Detection of Adverse Drug Events

Patient safety is one of the major challenges facing contemporary healthcare systems, requiring strategies capable of the early identification of risks and adverse events during healthcare delivery. Although electronic health records (EHRs) contain a large volume of clinical info...

Golden Ratio Fractal Spectrum in Penrose Tiling Hamiltonians — E8 Intelligence Research

FINDING: Penrose tilings enforce 5-fold symmetry via golden ratio inflation rules, yielding a non-repeating Hamiltonian eigenvalue spectrum with fractal statistics linked to the golden ratio. MATH: - Inflation/deflation ratio = φ = (1+√5)/2 ≈ 1.618 - Key constants: φ, φ² = φ+1 ≈...

Selection in the City: The Supply of Trees to Baltimore’s Urban Forest

Domestic selection creates the assemblages of organisms found in human-dominated environments, and urban forestry is a useful illustration of this process in action. In this study, we aim to understand how the process of domestic selection influences the nursery supply chain of t...

Sexual Health Promotion and Dating and Relationship Violence Prevention in Further Education Settings: A Systematic Review

Objective A systematic review was conducted of intervention evaluations addressing sexual health and dating and relationship violence in Further Education (FE) settings or their international counterparts.Methods The databases CINAHL, Embase, ERIC, MEDLINE, PsycINFO, and Sociolog...

Complications Related to the Administration of Platelet-Rich Plasma in The Treatment Of Rotator Cuff Lesions: A Critical Review of The Literature

Platelet-rich plasma (PRP) has been used in the conservative treatment of tendinopathies and partial-thickness rotator cuff tears, as well as a biological adjunct during surgical repair. Because it is generally prepared from the patient's own blood, the procedure was initially re...

EuroMillions Breakthrough Mining — 1241 Sources, 7953 Leads Extracted — E8 Intelligence Research

Mined 1241 lottery+quantum breakthroughs. Extracted 7953 leads across 13 categories. 6106 high-value leads found. Categories: {"CORRIDOR": 634, "FORMULA": 494, "GEOMETRIC": 657, "FORWARD_ATTEMPT": 659, "QUANTUM": 870, "TIMING": 169, "CELESTIAL": 580, "GEMATRIA": 618, "CONSTANT":...

文明谱系与宗教变形:华夏、欧洲、伊斯兰与印度的系统性对比 ——一项基于共同体凝聚度模型与政治哲学圆融模型的比较分析

English Abstract: This paper is a systematic integration of the "Productive Political Philosophy" framework in the directions of civilizational comparison and religious diffusion. Part I employs the Community Cohesion Model and the Political Philosophy Cohesion Model to systemati...

AI-Augmented Technical Program Management: Bridging Human Judgment and Machine Intelligence in Complex Engineering Programs

This paper examines how large language models and predictive machine learning are augmenting the Technical Program Management (TPM) function- specifically in predictive risk forecasting, dependency and workflow intelligence, natural-language status reporting, and decision-support...

EuroMillions Breakthrough Mining — 1188 Sources, 7378 Leads Extracted — E8 Intelligence Research

Mined 1188 lottery+quantum breakthroughs. Extracted 7378 leads across 13 categories. 5534 high-value leads found. Categories: {"CORRIDOR": 582, "FORMULA": 442, "GEOMETRIC": 657, "FORWARD_ATTEMPT": 606, "QUANTUM": 818, "TIMING": 168, "CELESTIAL": 527, "GEMATRIA": 566, "CONSTANT":...

Co-Folding Confidence Dispersion Is a Coarse Binder Filter, Not an Affinity Ranker: Boltz-2 sigma-iptm Evaluated Against Potency Rank, Same-Chemotype Weak Binders, and Property-Matched Decoys on Matrix Metalloproteinase-1

The dispersion of co-folding confidence across an inference ensemble is widely used to triage protein-ligand predictions, but what it measures has not been fixed against experiment. This work evaluates Boltz-2 sigma-iptm, the standard deviation of iptm over 100 diffusion samples,...

THE MYCOFLUIDIC PROCESSOR: A Mathematical and Architectural Blueprint for Non-Electronic Biological-Fluidic Computation

We present a comprehensive theoretical framework for the Mycofluidic Processor (MFP), a novel non-electronic computational paradigm integrating mycelial growth patterns with fluidic dynamics and pneumaticcontrol. The MFP architecture is based on a hexagonal honeycomb structure in...

ELECTRON SHELL FILLING IN THE TVM FRAMEWORK Geometric origin of the 2n^2 rule from the First Principles of the Theory of Time Modulation and the established initial st

In standard quantum mechanics, the electron shell filling rule is explained using four quantum numbers (), the Pauli exclusion principle, and spin as a fundamental property of the electron. This is not an explanation – this is a description. The question remains: why exactly ? In...

The AVIO Wave Equation: Coupling Constants β, γ, C. From Determinism to Probability and the Emergent Born Rule in the Alpha Void Information Ontology Paper 11

This paper derives the three key coupling constants of the nonlinear wave equation — β (magnetic threading), γ (nonlinear self-interaction strength), and C (fine-structure prefactor) — directly from geometric primitives and the preferred eccentricity e₀ = 1/√2. These derivations...

Multimodal pragmatic assessment in healthy aging: The interplay with Executive Functioning, Theory of Mind and Cognitive Reserve

Pragmatic competence is crucial for effective social interaction and well-being, and yet it tends to decline with age. While most research has focused on basic linguistic skills, the multimodal nature of communication and the cognitive processes that support it have often been ov...

Sexagesimal E8 Root Trigonometry Unifies Ancient Quadrature and Quasicrystal Spectra — E8 Intelligence Research

The 240 E8 root vectors project to 4D as 60 orthogonal pairs forming the 600-cell, whose sexagesimal coordinate structure makes Babylonian rational trigonometry exact for all constructible angles. The Sulba Sutra's square-circle equivalence emerges as the 2D shadow of this projec...

Artificial Intelligence in Public Procurement: Aligning Operational Capacity, Legitimacy, and Public Value

ABSTRACT Public procurement is adopting artificial intelligence (AI) more slowly than private‐sector procurement, despite similar operational opportunities. We analyze this gap through Moore's Strategic Triangle (ST), focusing on public value, operational capacity, and legitimacy...

Logomeditation: A Structured Contemplative Method of Attention, Virtue, and Meaning Grounded in Logotherapy and Existential Analysis

Contemporary mindfulness-based interventions have established a substantial evidence base for the training of attention and the reduction of reactivity. Their design — originally inspired by Buddhist contemplative practice and then deliberately secularized for delivery within med...