edge computing

CAMS Protocol R (CAMS-R-2026-001): preregistration, single-run results, and rubric erratum final

Repairing the Instrument Strengthened the Signal: Protocol R2, a Preregistered Replication of CAMS Relational Structure with Co-Primary Detrended Endpoints Study ID: CAMS-R2-2026-001 (CAMS-TEST-1.0 §8, co-primary endpoints) Authors: K. McKern (ComplexityWorkz, Sydney) Date: 2026-09-20 Status: Preregistered, single hold...

Overview of QuantumCLEF 2026: The Third Quantum Computing Challenge for Information Retrieval and Recommender Systems at CLEF

CHATBOX: My Best Friend

In New Zealand, approximately 195,000 children require mental health support, yet traditional care faces severe resource constraints and observer effects. CHATBOX is an interactive companion robot designed to deliver continuous, personalized, and non-judgmental emotional assistance. Powered by an edge-computing archite...

CHATBOX: My Best Friend

In New Zealand, approximately 195,000 children require mental health support, yet traditional care faces severe resource constraints and observer effects. CHATBOX is an interactive companion robot designed to deliver continuous, personalized, and non-judgmental emotional assistance. Powered by an edge-computing archite...

Technical Evolution of Lethal Autonomous Weapon Systems (LAWS) and Autonomous UAVs: A Comprehensive Analysis of International Humanitarian Law, Supply Chain Control, and Sovereign Edge Defense

概要 (Description / Abstract in Japanese) 本論文は、自律型致死兵器システム(Lethal Autonomous Weapon Systems: LAWS)および人工知能(AI)を統合した自律型無人航空機(UAV)・徘徊型兵器(Loitering Munitions)の急速な軍事利用に伴う技術的・法規範的・地政学的課題を多角的に分析した学術プレプリントである。 現代の紛争環境において、ドロ...

Exact Renormalisation, Stochastic Refinement, and Carrier-Derived Graph Distance in a Relational Event–Field Model

We study a discrete relational event–field model generated from a K5K_5 seed by local degree-four K4K_4 vertex replacement, with conserved positive vertex charge, positive lapse, a clock-weighted stochastic rewrite law, quadratic graph energy, and a local massless carrier. For the fully synchronous hierarchy, we derive...

A BEMD-Based Quaternion Filtering Approach Sharp-to-Soft Kernel CT Image Conversion

The quality of computed tomography (CT) images is significantly affected by the selection of reconstruction kernels: sharp kernels improve spatial resolution but increase noise, whereas soft kernels diminish noise at the expense of edge clarity. This study presents an innovative enhancement framework utilising Bidimens...

Enterprise AI as a Reconstruction Layer: Governing Derived Knowledge and Execution-Time Consequences

Abstract Modern enterprise AI systems increasingly operate across multiple authorized data sources, memories, applications, and tools. This creates a security problem that is not adequately described as conventional data theft. An AI workload may be individually authorized to read support records, engineering informati...

Autonomous Systems: Systems Architecture, Multi-Sensor Perception, and Intelligent Control Dynamics

This comprehensive foundational curriculum module examines the cyber-physical systems architecture, state estimation theory, and feedback control loops of modern autonomous systems within the Prep4Uni open STEM curriculum. Core Thematic & Pedagogical Foundations: Systems-Level IDEF0 Functional Modeling: Deconstructs au...

Edge-gateway acquisition and cloud monitoring of a multi-inverter rooftop photovoltaic system in a zero-carbon park: vendor-independent design and field deployment

Rooftop photovoltaic (PV) generation is a core contributor to zero-carbon parks, but the inverter fleets that produce it are often locked inside a manufacturer’s closed cloud, so the owner cannot freely access, aggregate or audit the data. This paper reports the design and ongoing field deployment of a vendor-independe...

Physical Limits of Hyperscale Data Centers and a Theoretical Framework for Sustainable Computing via Edge Decentralization, Photonic Convergence, and Neuromorphic Co-Design

概要 (Description / Abstract) 人工知能(AI)の大規模基盤モデル化に伴い、ハイパースケール・データセンターに依存する集中型計算基盤は、電力網への過負荷、冷却インフラの熱力学的限界(デナード・スケーリング崩壊)、および送電網接続容量の枯渇という深刻な物理的ボトルネックに直面しています。これに対し、一部で提唱される「データセンタ...

Emotion recognition system based on artificial intelligence optoelectronic technology

In the context of psychological care for adolescents and safety monitoring for the elderly, traditional emotion monitoring devices face challenges such as low accuracy in single-modal recognition, cloud data leakage, and high hardware costs. This paper designs an emotion recognition system based on artificial intellige...