Operational Evolution Graph: A Continuous Operational Knowledge Model For Software Delivery Systems, Snehal Kunjir

Defensive Publications Series

Modern software delivery systems generate operational data across source repositories, CI/CD pipelines, deployment platforms, cloud infrastructure, observability tools, and incident management systems. These systems record valuable information, but they usually preserve it as isolated events, logs, metrics, tickets, and configuration records. As a result, engineers and diagnostic systems must repeatedly reconstruct operational context whenever a failure occurs.   This disclosure introduces an Operational Evolution Graph (OEG), a continuously evolving operational knowledge model that persistently captures relationships among software changes, infrastructure updates, deployments, runtime events, investigations, and remediation outcomes. The OEG converts fragmented operational records into reusable operational memory. By maintaining historical …

Technical Disclosure Specification: Topological Knot Genesis And Emergent Substrate Hydrodynamics Under The Dehp Framework, Christopher L. Eckes

Defensive Publications Series

Mainstream physics models the universe bottom-up, treating discrete particles as fundamental entities that aggregate to form fluidic fields. This disclosure explicitly inverts that paradigm. We specify a top-down cosmology where a pre-geometric 2D membrane, governed by a universal sine wave template, serves as the primary substrate.

Physical matter ("particles") is shown to be non-fundamental, emerging instead as stable, self-localized, three-dimensional projective "knots" formed through wave-phase confinement. Macroscopic fluidity is demonstrated to be a secondary byproduct—a mechanical simulation layer created by the collective, viscoelastic interaction of these cohesive knots under the continuous influence of driving wave harmonics. This specification establishes a …

Low-Powered Voice Activity Detection Gating Model, Vyom Garg, Sumedh Tirodkar, Robert Kamara, Michal Matuszak

Defensive Publications Series

This document describes an automated process to evaluate a low-powered speech detection mechanism, also referred to as a voice activity detection system, audio gating network, hardware filter sentinel, wake-up trigger model, or tiny acoustic classifier, executing within an isolated, low-consumption hardware domain such as an always-on-compute island, low-power processing domain, hardware island, or power-isolated microcontroller unit. Traditional voice assistants or continuous audio recording architectures during routine environmental monitoring, including ambient processing apps and background listening frameworks, frequently cause severe battery exhaustion or power drain on mobile communications devices because the computationally heavier primary speech recognizer should remain active to evaluate …

Allfromair® Terra² System — Technical Addendum 7 (Revised): Wind-Assisted Aeraulic Drive, Bidirectional Fan Regeneration, Power-Inlet Pressure-Recovery Cowling, Reduced-Component Eco Operation & Goldilocks Site-Selection Framework, Vesa Olavi Lius

Defensive Publications Series

This is a corrected and expanded revision of ALLFROMAIR® TERRA² Technical Addendum 7, superseding the version at tdcommons.org/dpubs_series/9825 (16 April 2026). It corrects the earlier passive-cowling claim and adds bidirectional fan regeneration; a permanent-DOI copy is maintained at Zenodo (concept DOI 10.5281/zenodo.19581339).

Abstract

This Addendum discloses six extensions to the ALLFROMAIR® TERRA² Tri-Generation Platform:

1. Wind-Assisted Aeraulic Drive — ambient wind as a partial or complete substitute for fan work through the Anticubic U-Channel, by direct superposition of free-stream dynamic pressure on the system pressure balance.
2. Power-Inlet Pressure-Recovery Cowling — a convergent sail-fabric inlet whose function is full recovery of free-stream …

Technical Disclosure Specification: Subterranean Isolated Piezo-Ferroelectric Cavity Resonator Architecture For Ambient Base-Load Power Transduction (500 Mwe), Christopher L. Eckes

Defensive Publications Series

This document discloses the structural design, geometric constraints, material science formulations, and multi-stage attenuation mechanics of a 500 Megawatt Electric (MWe) Subterranean Reservoir Resonator (SRR). The system is engineered to directly substitute for conventional nuclear generation at the source without thermal emission, radioactive waste, or fissile supply chains. The architecture utilizes a non-equilibrium, solid-state ferroelectric relaxor core operating within the gigahertz spectrum, nested inside a multi-axis, quad-chassis structural containment envelope. By shifting from mechanical-thermal-electrical conversion paradigms to high-frequency coherent phase-locked transduction, a continuous, baseline grid feed is established within a highly compact physical footprint.

Technical Disclosure Specification:Solid-State Piezo-Ferroelectric Micro-Resonator Appliance For Decentralized Off-Grid Point-Of-Use Generation (15 Kwe), Christopher L. Eckes

Defensive Publications Series

This document discloses the structural design, geometric constraints, material science formulations, and intrinsic physical safety mechanisms of a 15 Kilowatt Electric (kWe) solid-state Micro-Resonator Appliance (MRA). The system is engineered to provide decentralized, off-grid, point-of-use electrical generation for residential, commercial, and vehicular platforms without emissions, fuel chains, or central utility transmission dependencies. Operating entirely overground as a self-contained consumer appliance, the unit utilizes a hyper-sensitive, domain-engineered polar single-crystal relaxor core housed inside a nested, quad-chassis structural envelope. The core compresses diffuse ambient acoustic and electromagnetic background noise into a phase-locked, non-equilibrium 45.5 Gigahertz (GHz) standing wave loop. Down-conversion is handled …

Technical Disclosure Specification: Module 6 Spherical Harmonic Instruction Set Compilers And Non-Linear Vector Transformation Languages For Distributed Ternary Fluid-Canvas Operating Networks, Christopher L. Eckes

Defensive Publications Series

Traditional quantum and classical software compilation tracks remain tethered to linear, flat bit-mapping schemes that force computational logic arrays into rigid binary or standard qubit gating configurations. These legacy compilation chains introduce severe processing bottlenecks when applied to a non-equilibrium, multi-dimensional fluid computing canvas. This disclosure specifies a novel, standalone Spherical Harmonic Instruction Set Compiler designed to interface directly with the physical 3D runtime environment of self-assembled Hexagonal Close-Packed (HCP) inverse opal computing nodes.

Instead of compiling software instructions into linear, sequential machine code, this architecture utilizes 3D global illumination rendering algorithms—adapted from real-time graphics processing units (GPUs)—to translate abstract …

Technical Disclosure Specification: Module 5 Integrated Multi-Layer Sub-Wavelength Photonic Crossbar Arrays And Interfacial Refractive Index Transformers For Non-Invasive Optical State Detection In Non-Equilibrium Quantum Matrices, Christopher L. Eckes

Defensive Publications Series

Traditional quantum state readouts introduce an intrusive physical measurement vector—such as direct electrical contact or unshielded magnetic flux—that acts as an unintended observer, instantly collapsing the fluid computational canvas before data extraction is completed. This disclosure specifies a standalone Integrated Multi-Layer Photonic Crossbar Array designed to execute non-invasive, simultaneous optical state tracking across distributed computing blocks. The hardware consists of high-index silicon nitride (Si₃N₄) waveguides embedded directly within the solid fused silica (SiO₂) inverse opal structural skeleton.

Rather than physically breaking into the 5.0 μm hollow spheres, the photonic network uses sub-wavelength evanescent field coupling to probe the active Interfacial …

Technical Disclosure Specification: Module 1 Dual-Phase Centrifugal Sedimentation Protocols And Capillary Infiltration Recipes For The Monolithic Manufacturing And Fluidic Lamination Of Multiblock Quantum Metamaterials, Christopher L. Eckes

Defensive Publications Series

The transition of a room-temperature quantum computing architecture from a collection of mathematical models to a scalable, physical computer requires a repeatable chemical and mechanical manufacturing framework. This disclosure specifies a standalone Dual-Phase Centrifugal Sedimentation Protocol and cleanroom factory recipe. The specification provides the exact parameters needed to deposit, laminar-flow, and permanently seal a fluidic lipid bilayer substrate inside the sub-micron interconnect tracks of a self-assembled Hexagonal Close-Packed (HCP) inverse opal matrix.

Traditional solid-state fabrication techniques cannot form fluidic quantum boundaries; they induce surface roughness, structural voids, and gas trapping that cause premature phase scattering. This module resolves the lamination …

Heat-Driven Desiccant Comfort And Water Platform For Humid Climates (Land And Marine): Cacl2 Liquid-Desiccant And Aluminum-Fumarate Mof Coated-Exchanger Tracks, Ramon H. Pla

Defensive Publications Series

OVERVIEW

A complete, internally consistent paper design — nothing has been built — for a heat-driven desiccant comfort and drinking-water platform for humid-tropical climates, deployable on land and on marine platforms. Input is solar thermal or waste heat at 60–93 °C; outputs are dry cool air, safe indoor air quality (<1,000 ppm CO2 in sealed operation), hot water, and potable water, for occupied volumes of roughly 100 m3 (yacht interiors, small dwellings, cabins, shelters).

The sole governing design point is DP-A: 32 °C / 80% RH (humidity ratio 24.2 g/kg, dew point 28.1 °C) with a raw-water sink near 29 °C. At this condition every ambient heat sink sits at or above the dew point, so sink-cooled condensation harvests essentially no water and …

Technical Disclosure Specificationmodule 4 Monolithic Interdigital Transducer (Idt) Array Casing And Radio-Frequency Electro-Acoustic Coupling Interfaces For Master Multiblock Quantum Topologies, Christopher L. Eckes

Defensive Publications Series

This disclosure specifies the physical hardware housing, radio-frequency (RF) impedance-matching circuitry, and sub-micron metalized finger geometries required to interface classical control electronics with the non-equilibrium solitonic fluid computing core. To drive the foundational dual-loop acoustic architecture—comprising the 210.75 MHz continuous harmonic processing carrier wave (Loop 1) and the 600 MHz / 1.2 GHz sub-harmonic structural phase-cancellation torque vector array (Loop 2)—a high-precision electro-acoustic transduction layer must be bonded directly to the anisotropic coupling faces of the fused silica (SiO₂) matrix.

This module resolves the critical hardware interface crisis: injecting extreme high-frequency radio waves and converting them into surface acoustic wave …

Master System Architecture For Room-Temperature Ternary Quantum Computers - Monolithic Structural Integration Of Solitonic Cores, Inter-Node Entanglement Bridges, And Modular Control Interfaces, Christopher L. Eckes

Defensive Publications Series

Traditional quantum hardware development remains fragmented by isolated design cycles, where core qubits, routing networks, driver electronics, and control software are engineered in separate silos. This systemic fragmentation introduces massive integration friction, leading to severe signal mismatches, thermal leaks, and immediate wave collapse when components are wired together. This disclosure specifies a comprehensive, multi-layered Master System Architecture that unifies the complete hardware, software, sensing, and manufacturing layers of a non-equilibrium, room-temperature ternary quantum computer into a single monolithic framework.

This master framework integrates and anchors six distinct operational layers: the core qubit blocks (MS #12489), the fluidic inter-node entanglement ribbons …

Non-Local Solitonic Entanglement Bridges: Lipid-Encapsulated Hydrodynamic Waveguide Architectures For Multiblock Quantum Topologies, Christopher L. Eckes

Defensive Publications Series

Traditional multi-node quantum computing architectures remain heavily bottlenecked by severe insertion losses, phase velocity dispersion, and environmental decoherence during inter-chip data routing. Standard approaches rely on complex, high-loss optoelectronic conversions to translate quantum states into photons for fiber-optic transmission, leading to high error rates and immediate wave collapse. This paper introduces an alternative, non-local routing architecture that bypasses classical material transit by establishing foundational quantum entanglement directly within a fluidic mechanical medium.

Discrete computing blocks—comprising self-assembled Hexagonal Close-Packed (HCP) inverse opal matrices—are interconnected via flexible anisotropic fused silica ribbons housing micro-etched transmission tracks. To protect traveling mechanical wave functions from …

Non-Equilibrium Phase-Change Quantum Topology: Reversible Solitonic Wave-Field Stabilization Inside Self-Assembled 3d Inverse Opal Lattices, Christopher L. Eckes

Defensive Publications Series

Current paradigms in quantum computing remain heavily bottlenecked by environmental decoherence, brute-force cryogenic scaling constraints, and the mechanical fragility of localized qubits. This paper introduces an alternative top-down, wave-first hardware architecture that shifts the operational paradigm from brute-force isolation to dynamic phase boundary transport. By utilizing a solid-state, self-assembled Hexagonal Close-Packed (HCP) 3D inverse opal matrix constructed from fused silica (SiO₂), we establish an omnidirectional phononic bandgap that isolates volatile computational wave-fields from external ambient noise.

The internal hollow spherical cavities of this matrix are lined via Atomic Layer Deposition (ALD) with an Interfacial Phase-Change Memory (iPCM) superlattice structure composed …

Bounded-Blast-Radius Operation Of An Untrusted (Byte-Authentic, Behaviourally-Tainted) Language Model At A Security Gateway, By Composing An Egress- Contained Model Runtime, Output-Path Data-Loss Inspection, Least-Privilege Per-Model Capability Identity, A Quarantine-To-Promote Onboarding Gate, Digest-Bound Inference Provenance, And Fleet- Wide Digest Revocation, Tiago Rosado

Defensive Publications Series

This document discloses an architecture, at a security gateway that mediates a language model’s use inside an organisation, for operating a model that must be assumed untrusted — because the dominant model supply-chain threat is behavioural, not byte-level. A poisoned or backdoored model (weight-level backdoor, trigger-phrase exfiltration, memorised-secret leakage, injection-amplification, steganographic encoding) is byte-authentic: its content hash and any signature over its weights verify perfectly, because the taint lives in learned behaviour, not in the bytes.

Detecting such behavioural backdoors from weights is an open research problem this disclosure does not claim to solve. Instead the disclosed principle …

Longitudinal Learner Profile Construction From Aggregated Multi-Source Educational Data For Personalized Tutoring, Brittany Arthur, Tim Taylor, Teresa Chang, Craig Chase, Mauricio Mendez Ruiz, Gerardo Ocampo Diaz, Sam Goodgame, Tricia Jamison

Defensive Publications Series

Existing educational platforms often operate without longitudinal awareness of student academic histories, with performance data remaining fragmented across disconnected systems, courses, and academic years. This fragmentation limits the ability of tutoring systems to identify root causes of learning difficulties or to leverage documented student strengths when generating instructional responses. The disclosed technology provides a tutoring system that aggregates academic records from multiple educational data sources and constructs unified learner profiles by analyzing both structured data, such as assessment scores, and unstructured educational artifacts, such as essays and teacher feedback. A response generation component synthesizes personalized explanations based on the comprehensive …

Reference Pattern Mapping For Metrology Of Augmented Reality And Virtual Reality Devices, Zhenxing Hu, Qianli Ma, Ali Karbasi, Wenchun Hu, Jun Yang

Defensive Publications Series

This publication describes a method for improving the reliability of metrology for characterizing an optical system in augmented reality and virtual reality devices. The method uses pattern mapping based on a reference pattern to detect regions of interest. This pattern mapping approach eliminates the need for repetitive, parameter-sensitive image preprocessing to locate an ROI in an image and enables highly consistent optical metrology across different testers and devices (e.g., displays).

Method For Glint Correspondence, Pezhman Firoozfam, Jason Todd Spencer

Defensive Publications Series

A system, such as a head-mounted device, may include an eye tracking subsystem configured to determine a user's cornea position by analyzing specular reflections (i.e., glints) from light sources of the system, which are directed at the user’s eye and captured by a camera of the system. This disclosure describes a software-based method to configure the system to accurately match bright specular reflections in an image to the specific light sources that created them. To achieve this, the algorithm calculates candidate cornea center locations based on the image reflections and determines the most probable center from these accumulated candidates. This …

Initiating Augmented Reality Experience On Smartglasses Based On Quick Response (Qr) Code, Benjamin Hawthorne Hersh, Ruofei Du

Defensive Publications Series

Distributing applications for wearable devices such as smartglasses can involve the installation of dedicated software on companion devices such as smartphones. This installation creates friction for both users and developers. Machine-readable optical labels such as quick response (QR) codes are utilized to quickly access web-based applications. The QR code is captured by the smartglasses. The smartglasses determine an address such as a universal resource locator (URL) based on the QR code. The smartglasses transmit a request for content with the determined URL to the smartphone. The smartphone retrieves web-based content from a server and sends the content to the smartglasses. …

Power-Managed Navigation Via Wearable Motion Sensing And Event-Triggered Image Capture For Auditory Hazard Alerts, Sumukh Shevde, Nazih Almalki

Defensive Publications Series

Premature battery depletion is caused in a head-worn computing device by the persistent capture of visual data for spatial navigation in low-visibility environments. To mitigate energy consumption, motion data is collected by a wrist-worn peripheral using dead reckoning to estimate positional changes. Image capture functions on the head-worn computing device are held in a suspended state during standard locomotion. Individual frames are captured at a frequency of one frame per second upon calculation of a proximity threshold to a potential hazard. The single frames are transferred over a localized wireless connection to a central mobile unit for hazard identification. Short …

Dynamic Switching Between Low-Resolution Color And High-Resolution Grayscale Images Based On Text Content Queries, Lijun Li

Defensive Publications Series

Text character recognition within visual streams from head-mounted displays is impacted by data transmission constraints and low electrical capacities. Visual data is captured at a default baseline rate (e.g., of one frame per second) to manage data traffic. An image pyramid structure comprising a full-resolution monochrome representation and downscaled color representations is maintained within an image signal processing pipeline. Cooperative processing logic on a paired device determines when context demands greater detail, triggering a transition to the fullresolution monochrome layer. Data transmission volume and power usage are reduced while character recognition processing is sustained.

Context Management Across Browser Windows, Tabs, And Devices, Benjamin Albert Azose, Akancha Murlidhar Gupta

Defensive Publications Series

A browser-based agent controlling system is disclosed for intelligently handling contextual information associated with browser-agent interactions when a user opens a new browser tab, browser window, browser instance, application interface, or computing device. The system maintains contextual information associated with one or more browser-agent sessions and determines whether an agentic interface to be instantiated within a newly created browsing environment. The system further determines whether contextual information to be inherited, copied, synchronized, shared, isolated, or otherwise propagated to the newly created browsing environment. Such determinations may be based on domain similarity, content similarity, website category classifications, user interaction history, aggregate …

Adaptive Multi-Agent Artificial Intelligence For Information Technology Operations System For Deterministic, Topology-Aware Network Troubleshooting And Remediation With Closed-Loop Learning, Nikhil P C, Sebastian Jeuk, Atahar Khan, Shibu Nair

Defensive Publications Series

Proposed herein is a decision-map-driven Troubleshooting Retrieval and Context Software Development Kit (SDK) that converts an incident into an abstract, structured representation and deterministically routes retrieval, using supervisory-tagged data, across non-linear knowledge sources. The sources may include historical incidents, methods of procedure (MOPs), workflows, documentation, telemetry, and topology or Configuration Management Database (CMDB) relationships. The SDK assembles a pre-tokenization structured context bundle that bounds and standardizes evidence for downstream reasoning, improving precision and consistency relative to static runbooks or generic retrieval-augmented generation (RAG). In some implementations, the SDK enriches incident cases with normalized public outage and environmental intelligence based on …

The Composite Computer Structure That Will Facilitate The Ventilation Procedures Of The Computer System That Will Contain The Composite Computer Structure., Punarjeewa Abeysekera

Defensive Publications Series

This paper describes a composite computer structure that will facilitate the ventilation procedures of the computer system that will contain the composite computer structure. The composite computer structure will be utilized for facilitating the ventilation procedures of the computer system that will contain the composite computer structure. The entire computer system that will contain the composite computer structure will consists of a computer that will include a removable computer back cover and the composite computer structure, which will be utilized for facilitating the ventilation procedures. The utilizing composite computer structure will consist of a structure with multiple hollow compartments containing …

Agentic Ai System For Multimodal Event Analytics And Narrative Generation, Huanhuan Wang, Jun Hui Au, Sherelyn Wan Quan Chan

Defensive Publications Series

An agentic artificial intelligence system for multimodal event analytics and narrative generation includes a multi-layer computational framework configured to autonomously acquire, transform, integrate, and produce event-related analytics. The system includes an event parameterization interface configured to receive user-defined parameters, a specialized orchestration engine configured to coordinate workflow and trigger parallel data processing streams, and a context formulation layer comprising a semantic data synthesis module, a public data extraction module, and a function calling module. The system includes a knowledge integration layer comprising a domain style and context adaptation module, a conflict resolution module configured to utilize a hierarchical dependency graph …

Analysis Of Communicable Disease Trends In Children: Babylon Governorate, Iraq From 2022 To 2024, Sahar Hassan, Kareem Jebur Dhaidan

Al-Ameed Journal for Medical Research and Health Sciences

Background: Infectious diseases are a great challenge to the health of children globally. This paper provides an epidemiological scenario and patterns of these diseases among children in the Hilla Babylon Governorate, Iraq, and specifically, the re-emergence of meals.

Methods: The retrospective study was carried out on 7851 medical records of children aged below 15 years between the period of January 1, 2022 and December 31, 2024. The registry of Babylon Maternity and Children Hospital was used to extract data. Data were analyzed in terms of trends and distributions by age, sex and time using descriptive statistics and inferential tests.

Results: …

Exploring Predictors Of Student And Parent Attendance In A Tier 2 School-Based Program: Implications For Optimizing Attendance In The Coping Power Program, Heather Mcdaniel, Alexa C. Budavari, Belinda E. Hernandez, Elise T. Pas, Catherine P. Bradshaw

Faculty Publications

There is growing interest in the use of multi-component Tier 2 preventive interventions to help address youth behavior problems in schools, yet parent and youth attendance at sessions can be suboptimal, and, if not optimized, can compromise outcomes. The current study explored baseline predictors of parent and youth attendance at the school-based Early Adolescent Coping Power (EACP) program, a preventive intervention for middle schoolers with externalizing problems. Data come from the 375 seventh graders (62% male, 72% Black) who were in the 20 middle schools randomized to receive the EACP intervention and their parents. We identified two latent profiles of …

Assessing Nursing Students’ Palliative Care Competence To Inform Course And Curriculum Design, Wen-Wen Li, Jung Eun Kim, Derrick Huang

International Nursing Research Congress (INRC)

Purpose: This project evaluated undergraduate nursing students’ competency and knowledge in palliative care (PC) before a semester-long course. Findings informed curriculum design to strengthen students’ understanding and application of PC concepts in clinical practice.

Background/Significance: Palliative care is vital in nursing education, yet integration into undergraduate curricula remains inconsistent (Lippe & Becker, 2021). Developing PC competence enhances patients’ and families’ quality of life (Alhaddar et al., 2025). Assessing students’ baseline knowledge helps identify learning gaps and align curricula with the American Association of Colleges of Nursing [AACN] CARES Competencies (AACN, 2021) in PC education.

Methods: A cross-sectional study was conducted …

Ole Miss Strengthens Campuswide Fight Against Hazing, Marisa C. Atkinson

University of Mississippi News

OXFORD, Miss. – The University of Mississippi Division of Student Affairs has completed the three-year Hazing Prevention Consortium program, designed to benefit students across campus. Ole Miss is the only Mississippi university and among only a handful in the SEC to do so.

West Farms Preservation Llc V. Francisco

All Decisions

The court dismissed this nonpayment proceeding for a defective rent demand. After the tenant's Section 8 subsidy was terminated, the landlord sought rent amounts attributable to the Section 8 portion even though the tenant had not signed rent-stabilized renewal leases after termination of the subsidy. The court held that the tenant cannot be held responsible for the Section 8 portion of the rent absent a new agreement following subsidy termination.