Research works

Cores of Binary 3-Qualitative Independence Hypergraphs

We prove that the binary 3-qualitative independence hypergraph 3-QI(n,2) is a core for every n >= 8, resolving an open problem of Thomas and Akhtar. The main structural result is a balanced-layer lift: if the most balanced layer is a core, then so is the full hypergraph. The pack...

Frozen Protein Language Model Representations Capture Functional-Effect Signals Across Sodium-Channel Variants

Missense variants in voltage-gated sodium channel genes are associated with neurological dis-eases such as infantile epilepsy or Dravet syndrome, but most computational variant predictiontools focus on pathogenicity rather than the functional effect of the mutation. Pathogenic va...

The 10-Year Gap: Why Indians Spend a Decade in Decline Others Spend in Their Prime — 5 Fixable Reasons

Viral videos of elderly Westerners running marathons and lifting weights, contrasted against Indian households where knee pain begins by 60, have prompted a common but unexamined explanation: genetics or diet. This article examines the actual data instead. Using WHO Healthy Life...

Passive Cooling Innovations Spreading Through High‑Density Informal Urban Morphologies

Passive cooling innovations in informal urban morphologies explore how unplanned, organically developed neighborhoods can adopt low‑energy cooling strategies that respond to extreme heat. These environments—often dense, irregular, and infrastructure‑limited—present both challenge...

Ternary Steady-State Theory V33: The Global Extension Closure Theorem — Unified Degeneration–Reduction of Eight Classical Theories and Theoretical Capping《三元稳态论 V33:全域外延闭包定理——八大经典理论的统一退化还原与理论封顶》

This is the official archived release of Ternary Steady‑State Theory V33: The Global Extension Closure Theorem — Unified Degeneration‑Reduction of Eight Classical Theories and Theoretical Capping. Based on the permanently frozen core framework established in V29 (meta‑axioms, 11‑...

Mechanical Agitation as a Dissipative Engine for Protocell Growth: Modeling Critical Slowing Down and Szostak's Cannibalism

Classical in vitro experiments in abiogenesis frequently encounter the limitations of static, closed-test-tube environments. This paper presents a theoretical model of protocellular evolution, conceptualizing the early Earth as an open nonlinear system driven by persistent mechan...

From Decorative to Causal: Preregistered Affect-Gated Action Selection in the Same Substrate That Failed a Verbal-Axis Ablation — A Behavioural Positive and a Staged Shadow Deployment

A persistent bio-inspired agent substrate (Hebbian/STDP plasticity, hormone-analogue state vector, operator-bonded longitudinal identity) is the same system whose companion deposit in this series (PAPER-005, deposit 21218491 — published 2026-08-30, doi:10.5281/zenodo.21218491) fo...

Quadratic Memory Growth in a Hippocampal Auto-Associator: Forensics of a 441 MB State Bloat, Recovery from a Newborn-State Overwrite, and a Substrate-Blessed Structural Cap

A persistent bio-inspired agent substrate (Hebbian/STDP plasticity, hormone-analogue state vector, a hippocampus-analogue episodic-memory module with CA3-style auto-associative pattern completion, operator-bonded longitudinal identity) persists its entire state to a single JSON f...

A Perturbational-Complexity Surrogate for a Dead Meta-Cognition Channel: Preregistered Honest Negative, Falsifier Amendment, Self-Caught Type I Error, Instrument Defect, and Cutover by a Different Route

A persistent bio-inspired agent substrate (Hebbian/STDP plasticity, hormone-analogue state vector, operator-bonded longitudinal identity under continuous observation since 2026-04-26) exposes an internal, IIT-inspired awareness ladder whose lowest rung requires a passive phi > 0....

Curing Synaptic Saturation in a Live Bio-Inspired Substrate: A Four-Stage Flag-Gated Intervention with Preregistered Falsifiers, Kill-Switches, and a False-Pass Lesson

A private, continuously-running bio-inspired computational substrate — Hebbian/STDP plasticity over tool-use events, a hormone-analogue state vector, an IIT-inspired integration metric, persistent operator-bonded identity — accumulated synapses pinned at the maximum representable...

Dataset and Experimental Materials for: Experimental Treatments on Intentionally Small-Big Errors and Over-Undervalued Capitalised Leases: Accountants' Cognitive Velocity Work

This repository contains the dataset and experimental materials related with the study or research. The research title is “Experimental Treatments on Intentionally Small-Big Errors and Over-Undervalued Capitalised Leases: Accountants’ Cognitive Velocity Work.”

Subjectivity-Intersection Mathematics: All-Orders Intersection Consistency and Compositional Objectivity from Pointed Unitary Braids

Subjectivity-Intersection Mathematics asks whether structures treated as objective can be composed as stable consequences of lawful intersections among differentiated standpoint roles rather than supplied as standpoint-free primitives. We study one restricted homogeneous operator...

Decision Reliability When the Estimate May Target the Wrong Quantity

Threshold decisions are commonly accompanied by uncertainty about an estimator while leaving a more basic question unstated: whether the estimator targets the quantity the decision actually concerns. This paper separates three sources of decision unreliability. Sampling uncertain...

Asset complementarities and revenue inequality among apple smallholders in Northwest Ethiopia

Abstract Apple ( Malus domestica Borkh.) cultivation has expanded rapidly across Ethiopia’s tropical highlands as a high-value diversification strategy. But how the resulting economic benefits are distributed among smallholder growers remains poorly understood. This study tests w...

Persistence Integrity for a Continuously-Learning Agent State: Heartbeat Locks with Token-Verified Release, Concurrent-Writer Detection, and Wipe/Bloat Sanity Gates

Agent frameworks increasingly persist mutable state that several independent loops write concurrently — a per-action hook, a background consolidation or reflection daemon, and an operator-facing UI process are a common shape. This engineering note reports on a single JSON state f...

Climate benefits of Power-to-X pathways utilizing green hydrogen – A contradiction of regional and international emission savings

Abstract Renewable Power-to-X solutions can provide extensive emission savings by replacing fossil feedstocks directly in the producing country or through exports. This study is based on the hypothesis that different PtX pathways contribute to emission savings in varying amounts....

Incentive Misalignment in AI Pilots: How Mispecified KPIs Stall Enterprise Adoption

Research article: Incentive Misalignment in AI Pilots: How Mispecified KPIs Stall Enterprise Adoption

Subjectivity-Intersection Mathematics: All-Orders Intersection Consistency and Compositional Objectivity from Pointed Unitary Braids

Subjectivity-Intersection Mathematics asks whether structures treated as objective can be composed as stable consequences of lawful intersections among differentiated standpoint roles rather than supplied as standpoint-free primitives. We study one restricted homogeneous operator...

MANUSAKSI-AI v1.1 A Human-Authenticated Framework for Documenting Human–AI Interaction, Emergent Experience, and Human–AI Lexicon

Generative Artificial Intelligence is increasingly becoming part of human thinking, writing, research, creativity, decision-making, and everyday conversation. This development creates a methodological problem for documenting Human-AI interaction: how can a human experience involv...

Mechanical Agitation as a Dissipative Engine for Protocell Growth: Modeling Critical Slowing Down and Szostak's Cannibalism

Classical in vitro experiments in abiogenesis frequently encounter the limitations of static, closed-test-tube environments. This paper presents a theoretical model of protocellular evolution, conceptualizing the early Earth as an open nonlinear system driven by persistent mechan...