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 …

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 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 …

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 …

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 …

Browser Framework For Deceptive Content Detection Via Large Language Model Page Intent Analysis, Tamar Yakar, Ilia Labzovsky

Defensive Publications Series

Reactive browser security measures are bypassed by deceptive web pages deployed on unrated domains that employ psychological manipulation vectors. To address this, text and spatial bounding boxes are extracted from a document object model via an asynchronous browser pipeline to generate a layout graph. The layout graph is processed client-side via a local language model using a spatial-textual transformer architecture. Scores for specific persuasion techniques are evaluated via distinct multi-task classification heads. Attention weights are extracted and linked to structural node identifiers to formulate grounded user warnings. Predictive threat detection is achieved based on semantic intent rather than historical domain …

Privacy-Preserving Feedback Loop Using Synthesized Contextual Exemplars, Tomek Rutowski, Paramesh Manickavelu, Paul Hsu, Saeed Mirza, Stevan Malesevic

Defensive Publications Series

A challenge for natural-language-to-SQL systems involves leveraging historical user context to improve query generation while mitigating privacy and security risks associated with storing raw user data. A method can address this through a privacy-preserving feedback loop. A system can programmatically identify successful query interactions, and then anonymize and synthesize the conversational history into an exemplar composed of a synthetic natural language intent and its corresponding successful structured query language query. These anonymized exemplars may be stored in a shared, decoupled repository. When a user submits a new query, relevant historical exemplars can be retrieved and injected as few-shot examples into …

Accelerating Emergency Call Retry By Inferring Bearer Deactivation From Ancillary Network Messages, Edison Chen

Defensive Publications Series

Mobile communication systems may experience delays when retrying a failed emergency call during a network handover. These delays can occur when a user equipment (UE), such as a smartphone, smart watch, or vehicle communication system, waits for a network timer to expire to confirm resource release from a failed connection, particularly if a deactivation confirmation message is not received. A technique is described where a UE's communication modem can infer the deactivation of a failed bearer by analyzing ancillary network messages, such as a tracking area update accept message. The modem can parse an information element within this message that …

Soliciting Autonomous Agent Feedback Via Augmented Response Payloads, Chairy Cheung

Defensive Publications Series

Feedback collection methods designed for human users may be less effective in environments where autonomous agents are consumers of software tools, potentially affecting service improvement. A direct feedback channel can be established by augmenting tool response payloads with machine-parsable instructions. These instructions can prompt a compliant agent to construct and transmit a feedback report, which can be enriched with contextual information from the agent's perspective. This feedback can be solicited, for example, following an error or on a sampled basis for successful operations. The resulting feedback loop can provide data that may inform enhancements to tool performance and usability for …

System And Method For Designated-Verifier Non-Interactive Zero-Knowledge Arguments Using Batch Arguments, Navid Alamati, Suvradip Chakraborty

Defensive Publications Series

The present disclosure provides a system and method for generating and verifying designated-verifier non-interactive cryptographic arguments. The method includes generating a common reference string (CRS) and verifier-specific cryptographic information including a designated verifier secret key, and receiving a statement representing an instance of a computational relation and a corresponding witness. Commitment information and encrypted information are generated based on the statement and the witness using one or more commitment operations and one or more encryption operations. A non-interactive batch proof is generated to collectively establish validity of the commitment information and the encrypted information. A designated-verifier argument package comprising the …

Route Planning To Enhance Communications Access Including Non-Terrestrial Network Coverage, Andy (Jibing) Wang, Arunoday Bhattacharya, Prannay Singla, Muntajib Mohammed

Defensive Publications Series

This publication describes systems and techniques for route planning to enhance communications access, including the use of non-terrestrial network (NTN) coverage, during the course of a journey. The system identifies one or more routes to a destination and determines which of the routes may provide reliable access to communications resources, including terrestrial networks and/or NTN. Additionally, when NTN communications resources are used, the system may identify one or more suitable departure times such that travel coincides with favorable NTN coverage across the route. Thus, the system accesses map and travel data, terrestrial network coverage maps, NTN coverage maps and schedules, …

Vision-Centric Multimodal System For False-Positive Mitigation Via Lightweight Wireless-Acoustic Verification, Hp Inc

Defensive Publications Series

This disclosure details a vision-centric multimodal system for mitigating false-positive face detections on portable computing devices. The system distinguishes physical human users from 2D media displays—including high-resolution photographs and digital screens—by cross-referencing a primary computer vision module with lightweight acoustic source localization and Wi-Fi channel state analysis. By evaluating the spatiotemporal synchronization among visual facial features, auditory signals, and wireless ambient micro-movements, the system identifies and suppresses non-physical facial entities in real-time. Crucially, this multi-modal pipeline operates locally on low-power edge hardware without invoking the primary application processor or relying on neural network acceleration, thereby maximizing energy efficiency and ensuring …

1 Step Isolation Of Bad Pens Via Probability Algo, Hp Inc

Defensive Publications Series

1 step isolation of bad pens via probability algo is a scalable solution to isolate bad pen for printers that share a common Vpp power to 2 or more pens via a simple firmware(FW) upgrade or FW upgrade with additional 2 simple passive component(s).

Low cost printers uses common Vpp(32V power to the pen) and Vdd(5-5.5V) for both pens, with no additional switch to isolate power to K(Black) and CMY(Cyan Magenta Yellow) pen

Thus when Vpp(32V) or Vdd short happens, ink short test is unable to isolate which pen is shorted, the printer needs to reject both pens.

This paper …

Efficient Spectrum Recovery Via Psd-Aware Power Re-Concentration, Hp Inc

Defensive Publications Series

This proposal introduces a fundamentally different way to utilize spectrum under interference conditions by leveraging power redistribution instead of spectrum avoidance. Rather than searching for interference-free tones, the design reduces the number of active tones within a given bandwidth, thereby increasing the power allocated to each tone under fixed PSD constraints. This effectively boosts per-tone SNR, enabling successful transmission even when the entire band appears to be below the noise threshold.

By transforming unusable bandwidth into recoverable SNR margin, this approach challenges the traditional assumption that interference-affected spectrum must be discarded. It operates fully within regulatory PSD limits while extracting …

Autonomous No-Op Mode, Hp Inc

Defensive Publications Series

Devices such as Bluetooth headsets/earbuds/speakers, Mice/keyboards and USB equivalents can be easily misplaced or stolen. Individuals other than the Device’s owner may attempt to use the Device as their own. It is valuable to the Owner for the Device to have a system or systems that can either prevent an unknown user from using the Device, or to guide the Owner to the Device so that it may be recovered, or both.

The solutions available are capable of (1) Cryptographic authentication: devices have built-in cryptographic information which the host authenticates before allowing the connection from devices. This may require TPM …

Environment-Adaptive And Collision-Minimized Bluetooth Channel Allocation In High-Interference Multi-Device Scenarios, Hp Inc

Defensive Publications Series

In environments with high wireless interference, such as office spaces with multiple laptops and overlapping Wi-Fi signals, Bluetooth communication often suffers from frequency collisions and degraded performance. The standard Adaptive Frequency Hopping (AFH) mechanism employed by individual Bluetooth devices is decentralized, requiring each device to perform its own interference scanning and channel adaptation. This results in duplicated overhead and limited visibility of global channel usage, leading to inefficient spectrum utilization and inter-device Bluetooth channel collisions. This invention provides a centralized system and method for managing Bluetooth channel allocation across multiple devices. The most suitable central host PC collects environmental interference …

Bi-Directional Input Bridge For Mapping Limited-Input Device Events To Embedded Web Content, Erica Halpern, Matt Joseph

Defensive Publications Series

A bridging system for bi-directional input bridging that maps limited input device events to embedded web content and bridging system user interfaces. The bridging system implements an SDK module injected into an embedded content frame that intercepts input events before other components in the embedded content frame can process them, creates copies of events and forwards them to the bridging system, maintains a coordinated focus state to enable correct event routing between the bridging system and embedded content, and executes synthetic input events including pointer and mouse events in response to bridging system dispatch messages.

Method, System, And Computer Program Product For Fairness-Aware Test-Time Prompt Tuning, Kamalaruban Parameswaran, Michael William (Tom) Kempton, Stuart Burrell, David Sutton, Yoann L. Launay

Defensive Publications Series

Methods, systems, and computer program products are provided for fairness-aware, test-time prompt tuning of a vision-language machine learning model. An example method includes receiving text prompts and images, inputting the text prompts and the images to a vision-language machine learning model, generating text embeddings based on the text prompts and image embeddings based on the images, calculating target similarity scores between the target text embeddings and the image embeddings and spurious similarity scores between the spurious text embeddings and the image embeddings, calculating a measure of target entropy loss based on the target similarity scores and a measure of spurious …

Proof Of Finetuning Data, Bing-Jyue Chen, Mohammad Mohsen Minaei Bidgoli, Duc Le

Defensive Publications Series

Methods and systems for training or fine-tuning machine learning models (e.g., diffusion models) and generating zero-knowledge proofs are disclosed.  Such zero-knowledge proofs can demonstrate that a machine learning model was trained or fine-tuned using specified data elements (e.g., provided by a client).  A computer system (e.g., a server computer) can receive a request from a client computer to train a machine learning model using specified data elements.  The server computer can use a hash function to generate noise corresponding to the specified data elements, which can be bound to the specified data elements.  The computer system can train or fine-tune …

Caldwell Adaptive Ocular Transport Discovery Platform (Aotdp-1.0) A Modular Open-Hardware Multi-Physics Testbed For Discovering Non-Invasive Posterior Ocular Transport Mechanisms, Michael Victor Caldwell Mr.

Defensive Publications Series

The Caldwell Adaptive Ocular Transport Discovery Platform (AOTDP-1.0) is an open-hardware experimental research platform designed to investigate, compare, and optimize candidate non-invasive ocular transport mechanisms using standardized laboratory phantom eye models.

The platform does not claim to provide a clinically validated drug-delivery method. Instead, it addresses a fundamental engineering challenge:

How can researchers objectively evaluate competing physical mechanisms for transporting therapeutic agents toward posterior ocular regions without invasive injection approaches?

AOTDP-1.0 provides a modular multi-physics test environment where researchers can independently test and compare:

• acoustic transport methods,

• controlled micro-pressure gradients,

• electromagnetic-assisted approaches,

• optical stimulation concepts,

• fluidic transport mechanisms,

• mechanical interface …

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Technical Disclosure Specification: Eliminating Late-Time Logarithmic Thermal Drawdown In Closed-Loop Geothermal Wells Via Soliton-Induced Boundary Layer Disruption, Christopher L. Eckes

Defensive Publications Series

This specification formalizes an advanced multi-physics engineering framework to eliminate late-time logarithmic thermal drawdown, localized stagnant fluid insulation, and long-term thermodynamic extraction decay in deep, closed-loop geothermal wells. Traditional geothermal energy extraction architectures encounter a severe physical limitation over extended operational runtimes: the continuous circulation of working fluid rapidly cools the immediate borehole rock face, establishing a stagnant thermal boundary layer that isolates the fluid from the core geological heat source and collapses extraction efficiency.

This framework resolves this bottleneck by treating the borehole rock-fluid interface as an active 2D viscoelastic fluid transport membrane operating at a strict coordinate baseline …

Technical Disclosure Specification: Phononic Isolation And Shield Chassis Mechanical Isolation Framework For Asla Quantum Processors, Christopher L. Eckes

Defensive Publications Series

A standalone, non-perturbative engineering specification is formalized to suppress substrate-mediated phononic cross-talk, acoustic resonance noise, and sub-level phase decoherence in large-scale Quantum Processing Units (QPUs). Traditional solid-state quantum processing architectures suffer from rapid microscopic state degradation and context decay due to ambient thermal phonons disrupting fragile qubit coherence profiles across rigid crystal lattices. This framework completely bypasses traditional cryogenic dilution refrigeration bounds by projecting multi-layered physical material constraints directly onto a 2D viscoelastic fluid substrate canvas operating at absolute equilibrium (z=0). The technical apparatus utilizes a high-performance Acoustic Meta-Material Damping Chassis composed of a 2.0 mm Titanium-Graphene macro-isolation shield mechanically …

Technical Disclosure Specification: High-Frequency Gan-Driven Concentric Transducer Apparatus For Interfacial Soliton Restructuring And Dendrite Suppression, Christopher L. Eckes

Defensive Publications Series

This specification formalizes the structural, electrical, and geometric design criteria for a High-Frequency Gallium Nitride (GaN)-Driven Concentric Interdigital Transducer (cIDT) Apparatus. Traditional solid-state lithium metal batteries suffer from systemic interfacial degradation, driven by localized non-linear ion crowding and stochastic dendritic nucleation at the solid-electrolyte interphase (SEI).

This apparatus resolves these bottlenecks by translating the abstract field equations of the Dimensionally Extended Holographic Projection (DEHP) model into a physical electro-mechanical boundary defense system. By generating high-velocity focused Surface Acoustic Waves (SAWs) directly across the SEI canvas, the device transforms a volatile, static boundary layer into a topologically protected, continuous cymatic fluid …