Research works

pi-fold: Rotation and Retention

An agent session that outlives its context window is doing two jobs at once: rotating old material out of the window, and retaining what the session has learned. Compaction, the answer the field converged on, does both in one summarization pass, and it converged for a reason: it...

EuroMillions Breakthrough Mining — 2990 Sources, 25470 Leads Extracted — E8 Intelligence Research

Mined 2990 lottery+quantum breakthroughs. Extracted 25470 leads across 13 categories. 23170 high-value leads found. Categories: {"CORRIDOR": 2161, "FORMULA": 1995, "GEOMETRIC": 891, "FORWARD_ATTEMPT": 2293, "QUANTUM": 2507, "TIMING": 271, "CELESTIAL": 2081, "GEMATRIA": 2191, "CON...

Method of Working with AI in Creating Scientific Articles: Algorithm, Criteria, and Practice

This article presents a systematic methodology for using AI in scientific writing, based on the author's experience creating a series of ontological and informaciological works. The method includes a nine-step algorithm: from idea emergence to final publication, with quality cont...

Sulba Sutras: Ancient Indian Origins of Pythagorean Theorem and Irrational Approximations — E8 Intelligence Research

FINDING: The Sulba Sutras (c. 800–500 BCE) contain the earliest known explicit statement of the Pythagorean theorem, geometric constructions for squaring the circle, and irrational approximations — predating Greek formalization. | MATH: Baudhayana's theorem: *dīrghasyākṣṇayā rajj...

Assessment of reproductive performance in dairy cows using explainable machine learning

Abstract. Reproductive performance is a key determinant of productivity and economic sustainability in dairy farming and is influenced by a complex interaction of biological and management-related factors. This study aimed to evaluate reproductive performance in dairy cows and to...

Comparative Phytochemical Profiling, Antioxidant Activity, and Chondrocyte Cytocompatibility of Water and Ethanolic Extracts from Different Organs of Golden Gardenia (Gardinia sootepensis)

Gardenia sootepensis Hutch. (Golden Gardinia) has received limited scientific attention despite the chemical diversity of its specialized metabolites. In this study, aqueous and 70% ethanolic preparations derived from the leaves, peel plus pulp, and seeds were systematically eval...

Resection Margin Status, Recurrence Pattern, and Salvageability After Resection for Colorectal Liver Metastases

Abstract Background The prognostic significance of margin status after colorectal liver metastases (CRLM) resection remains debated in the era of effective systemic therapy. This study examined the prognostic meaning of microscopically positive (R1) margins, focusing on recurrenc...

Ultrasound-Assisted Enzymatic Deamidation Treatment for Developing Soft Surimi Gel for Dysphagia: Gel Properties, In Vitro Digestibility, and Protein Mechanisms

An urgent necessity exists to create foods that cater to the requirements of patients with dysphagia. The softened surimi gel appropriate for dysphagia patients was produced through ultrasonic-assisted Protein-glutaminase (PG) deamidation treatment. In comparison to the control g...

The Evolution of Metal Halide Perovskite Transistors

ABSTRACT Metal halide perovskites (MHPs) offer a revolutionary pathway for next‐generation field‐effect transistors (FETs) because of their exceptional carrier mobilities and cost‐effective processability. However, their transition to practical electronics is significantly challe...

AI in the Exam Room: Its Potential to Transform the Healing Relationship in Rheumatology and Beyond

Data S1: Disclosureform Please note: The publisher is not responsible for the content or functionality of any supporting information supplied by the authors. Any queries (other than missing content) should be directed to the corresponding author for the article.

Improving Primary Healthcare: Applying Grapevine (Vitis vinifera) Principles to Lebanon’s Vision 2030

Background/Objectives: While Lebanon’s Vision 2030 prioritizes strengthening Lebanon’s chronically constrained, fragmented, and shocked primary healthcare system, implementation is hindered by weak sensing mechanisms, misaligned spatial distribution, and poorly integrated referra...

Machine learning-based prediction model for 2-year tooth loss risk in periodontitis patients: integrating radiographic features and clinical parameters

To develop and internally–externally validate a multidomain machine-learning (ML) model for 2-year tooth loss in periodontitis patients using exclusively baseline predictors, and to quantify the incremental value of radiographic over clinical features. This multicenter retrospect...

Quo vadis? – Visualizing the tropism of tumor-derived cellular nanovesicles

Small extracellular vesicles (sEVs) and nanovesicles (NVs) derived from tumor cells hold great potential for targeted drug delivery due to their inherent tumor-homing properties. This study aimed to comparatively evaluate the physicochemical characteristics, cellular uptake, phar...

Council Communique — 1098 reports reviewed — E8 Intelligence Research

🏛 MERLIN COUNCIL — DAILY SESSION 1098 reports filed in 24h · 60 tabled — ORACLE (synthesis) — Based on the last 24 hours of agent reports, I have synthesised the swarm's findings into the **five most critical threads** for the Merlin Council. These threads represent convergent ma...

Presidential Address: Neighborhood Effects and Missing Markets for Opportunity

Experimental and quasi-experimental studies show that childhood neighborhoods have substantial causal impacts on children's adult earnings and other long-term socioeconomic outcomes. Several market failures are likely to lead to excessive residential segregation by parental incom...

Corilagin attenuates osteoarthritis progression by coordinating NF-κB inhibition with PI3K/AKT/mTOR-associated autophagy restoration

Background Osteoarthritis (OA) is characterized by persistent inflammation, extracellular matrix (ECM) degradation, and impaired autophagy. Corilagin is a natural ellagitannin with anti-inflammatory properties, but its effects on OA remain unclear. Methods IL-1β-stimulated primar...

Hybrid deep learning approaches for photovoltaic fault detection: From supervised CNNs to self-supervised masked autoencoders

Photovoltaic (PV) fault diagnosis is challenged by severe class imbalance and the limited availability of labeled fault data. However, existing studies typically evaluate individual learning paradigms under different experimental protocols, making direct comparison difficult. Thi...

Association between fluid balance, muscle strength, and muscle quality in critically ill patients: a retrospective observational study

Abstract Background Intensive Care Unit–acquired weakness (ICUAW) is a frequent complication that significantly impairs functional recovery in critically ill patients. Fluid overload during critical illness has been associated with adverse outcomes, but its relationship with peri...

Are Pediatric GLP ‐1 Receptor Agonist Cutaneous Adverse Events Being Overlooked? Emerging Age‐Specific Patterns and Their Implications for Dermatologists

Glucagon-like peptide-1 receptor agonists (GLP-1 RAs) use in children is rapidly expanding, though in contrast to adults, morphologic data on dermatologic adverse events (AEs) in pediatric patients remain sparse, underscoring the need for further focused investigation. We review...

Dynamic Bending Stress Sensing Using NV Centers in a Single-Crystal Diamond MEMS Cantilever

In this study, a single-crystal diamond (SCD) MEMS cantilever was fabricated using a buried graphite sacrificial-layer process. A region containing nitrogen-vacancy (NV) centers formed near the ion-implantation-induced defective layer was directly utilized as the stress-sensing r...