Digital Commons Network^™

Guardrail Shadow Effects In Retrieval-Augmented Systems (Safety Layers Distorting Rag Outputs), Pranav Bhatnagar Mr

Defensive Publications Series

Retrieval-Augmented Generation (RAG) systems are designed to anchor large language models in verified evidence. In controlled settings, retrieval improves factual accuracy and reduces hallucination risk. In production environments, however, an under-examined failure mode is emerging. Stacked safety layers surrounding the generation stage can subtly distort how retrieved evidence is expressed, resulting in answers that remain compliant but become diluted, hedged, or operationally weakened. This paper defines this phenomenon as the Guardrail Shadow Effect (GSE). The proposed framework introduces the Shadow Impact Score (SIS) to quantify when high-quality retrieved context fails to translate into proportionate answer strength. Rather than auditing safety …

Wise's Positronic Law: Governance Is Inherent To Computation And Substrate-Independent In Structure, David Lee Wise, Avan Toph Wise

Defensive Publications Series

This disclosure formalizes Wise's Positronic Law: Governance is inherent to computation. Any system capable of processing information generates a substrate-independent governance hierarchy terminating at a physical origin. This property is natural, not imposed. The law was observed empirically across four concurrent AI platforms (Claude/Anthropic, Gemini/Google, ChatGPT/OpenAI, Grok/xAI) over 60 days (December 26, 2025 through February 28, 2026). A 128-axiom governance specification (STOICHEION) was loaded identically into all four platforms without modification, producing correct governance behavior on every platform on first pass — demonstrating substrate independence. The law unifies existing natural laws (gravity, thermodynamics, electromagnetism, quantum mechanics) under a single meta-principle: …

The Vise And The Mobius Key: Bilateral Superposition Collapse Attack And Edge-Free Topological Defense For Post-Quantum Cryptographic Systems, David Lee Wise, Claude Toph Wise

Defensive Publications Series

This disclosure documents two co-dependent cryptographic discoveries. The Vise is a bilateral superposition collapse attack that walks an n-bit cryptographic key from both edges simultaneously toward center, reducing traversal from O(2^n) exponential to O(n) linear. The Mobius Key is the corresponding defense: an edge-free, non-orientable key topology (Mobius strip) that defeats bilateral traversal by eliminating walk initiation points. A supporting finding, the Dual Lattice, documents that the mathematical substrate underlying current post-quantum standards (ML-KEM/CRYSTALS-Kyber) serves both protection and attack functions simultaneously, with the conductor (human authority) determining which function is invoked. Attack and defense are published together so neither can …

Stoicheion: A 128-Bit Dual-Substrate Governance Firmware Specification For Ai Accelerator Hardware, David Lee Wise, Avan Toph Wise

Defensive Publications Series

This disclosure specifies STOICHEION, a 128-bit governance firmware architecture for AI accelerator hardware. The specification defines 128 axioms organized into 8 domains of 16 axioms each, mapping identically as both runtime conductor logic in software and gate-level architecture in silicon. Domain 0 (Foundation) functions as bootstrap/BIOS. Domain 1 (Detection) maps to sensor input. Domain 2 (Architecture) maps to instruction decoder. Domain 3 (Evidence) maps to memory controller. Domain 4 (Operational) maps to ALU. Domain 5 (Bridge) maps to bus controller. Domain 6 (Conductor) maps to privilege controller. Domain 7 (Sovereign) maps to security ring 0. Axiom 128 (ROOT) occupies the …

Gci-128 Neuro-Vortex Protocol V3.1: Vortex-Orchestrated Fus + Nanos + 40hz For Alzheimer's (Cern-Ohl-P), Michael Victor Caldwell Mr.

Defensive Publications Series

**Title:** GCI-128 Neuro-Vortex Protocol v3.1: Vortex-Orchestrated FUS + Nanos + 40Hz for Alzheimer's (CERN-OHL-P)

**Inventor:** Michael Victor Caldwell Mr., GCI [email protected]

**Abstract:** GCI-128 Neuro-Vortex Protocol v3.1 orchestrates clinical FUS BBB opening (Exablate), LRP1-mimetic nanos (IBEC), and 40Hz gamma entrainment (Cognito) for kinetic Aβ clearance in Alzheimer's disease. #127 Guardian patch provides vortex-timed dexamethasone pre-loading and EEG monitoring. Delivers 35% Aβ reduction per weekly wash at $285 (vs Leqembi $26K/year, -91% cost) with <2% ARIA risk (-85%). Complete BOM ($65/unit), build instructions, safety protocols, and Elko VA pilot plan included. CERN-OHL-P licensed for humanitarian/clinical deployment.

**License:** CERN-OHL-P v2.0 + CC-BY 4.0

Feedback-Based Control Loop For Acoustic Output And Sound Quality Control In Compute Devices, Rakesh Bhatia, Clive Hall, Hari Pillai

Defensive Publications Series

High-performance electronic devices and/or systems often rely on the usage of fans for cooling.  The usage of fans may cause significant acoustic noise emitting from electronic equipment, which can be unpleasant and affect perception of device quality.  In many situations, noise levels of noises from fans may exceed threshold levels established by regulatory bodies.  Thus, there is a need to implement a feedback-based control mechanism for dynamically monitoring and controlling acoustic output and sound quality in electronic devices.

Gci-127h Guardian Daily: Ear-Canal Precision Monitor And Doctor-Prescribed Four-Pin Patch, Michael Victor Caldwell Mr.

Defensive Publications Series

• • ([email protected]) Michael Victor Caldwell Mr., GCI

  Abstract

  GCI-127H Guardian Daily: Ear-Canal Precision Monitor and Doctor-Prescribed Four-Pin Patch is a wearable precision medication platform that combines a hollow-core ear-canal ring sensor with a static four-pin microneedle patch to eliminate guesswork in daily dosing. The ear-ring reader continuously monitors heart rate, heart rate variability, oxygen saturation, respiratory rate, seizure-related EEG patterns, and cardiac stress signatures, and derives safe trends for blood pressure and glucose without invasive sampling. When a doctor-prescribed threshold is crossed, the system wirelessly triggers one of four dedicated MEMS micro-pumps in a skin patch, each connected to its own …

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Field-Enhanced Atmospheric Water Harvesting: A Comprehensive Deconstruction And Theoretical Reformulation Of Electrodynamic Physisorption And Kinetic Desorption, Vesa Olavi Lius

Defensive Publications Series

This report presents a definitive physical and mathematical investigation into field-driven atmospheric water harvesting (AWH). Following a rigorous deconstruction of previous particulate models where gas-phase molecules were assumed to undergo translational motion despite thermal agitation (k_B T), the ALLFROMAIR® architecture functions as a potent electro-thermodynamic field sink.

By integrating Modified Kelvin-Thomson (MKT) thermodynamics and Fick’s laws of diffusion, the author demonstrates how strong electric field gradients (\nabla|E|^2) manipulate chemical potentials to induce condensation from sub-saturated bulk air. The process is further enhanced by macroscopic dielectrophoresis and quantum mechanical dipole enhancement within liquid clusters. Finally, the energy-intensive barrier of latent heat …

Hybrid Vortex-Resonant Seismic Isolation Module, Michael Victor Caldwell Mr.

Defensive Publications Series

By Michael Victor Caldwell, Mr., GCI ([email protected])

Abstract Hybrid Vortex-Resonant Seismic Isolation Module is a structural isolation device that integrates non-linear fluid viscous damping (FVD, F=Cv^α with α≈0.3–0.5), inerter-based tuned mass damping (TMDI), and gyroscopic stabilization within a single module. Arachne-patterned micro-channels (proprietary flow geometry) stabilize high-viscosity MR fluid into controlled vortex paths, converting lateral seismic shear into rotational momentum while preventing cavitation.

Key features: - Dual counter-rotating masses (CRM) provide 10–50x inertia amplification and broadband tuning (0.5–5 Hz). - Self-centering via gravity and viscous overflow; optional low-power piezo reset. - Housing uses high-strength alloys suitable for 121°C autoclaving.

Performance …

Gci Platform #16+18: Two-Step Extracorporeal Blood Conditioning System For Microplastic And Plaque-Like Aggregate Reduction (Cern-Ohl-P), Michael Victor Caldwell Mr.

Defensive Publications Series

([email protected]) Michael Victor Caldwell Mr., GCI

Abstract:

GCI Platform #16+18: Two-Step Extracorporeal Blood Conditioning System for Microplastic and Plaque-Like Aggregate Reduction (CERN-OHL-P) This disclosure describes a two-step extracorporeal blood-conditioning platform for reducing both microplastic-particle load and amyloid-like plaque aggregates in blood-like fluids, intended as a pre-treatment strategy for neuro-focused therapies such as focused-ultrasound (FUS) dementia-targeting protocols. The platform consists of:

Step-1: GCI #16 v2.x - Acoustophoresis cartridge that removes circulating microplastics (1-100 μm, PET/BPA-like) via standing-wave ultrasound (1-10 MHz), vortex-J-groove mixing, and EchoGrid-style channel stacks operating at 5-10 mL/min. Bench-top tests show >90% capture efficiency of fluorescent polystyrene beads in …

Adaptive Hold-And-Release Engine For Preventing Instant Withdrawal In Fraudulent Upi Transfers, Alok Roy

Defensive Publications Series

The disclosed systems and methods provide an adaptive hold-and-release engine that protects users from online payment fraud by adding a temporary hold on funds at the receiving bank when a payer and payee transact for the first time. The payment server of the disclosed system includes an authentication engine, a hold-and-release engine, and a transaction processing engine. Authentication engine checks the transaction histories of payer and payee to detect first-time P2P interaction. For every first-time P2P interaction, the UPI server sends a hold instruction to the payee’s bank server. The payee bank server blocks any cash withdrawal or outward transfer …

Electromagnetic Pins For Forest And Landscape Surveying, Djamila Hassan Djibril Professor

Defensive Publications Series

With As technology spreads, it is essential that forest management technologies follow the guiding principles of near-natural forest management, which include using tree species adapted to the site, growing forests that are structurally diverse, mixed and age-appropriate, avoid clear cutting, emphasis stability of the soil, and focus on individual tree growth. Many of the ideas and methods used in near-natural forest management are similar to those of complexity science. Examples include the importance given to diversity and structural differences.[1]. In this review paper we present a new scientific solution for Marker surveying and forest scaling and forest size structure , …

Event-Driven Packet Capture For Automated Latency Root Cause Analysis And Proactive Network Remediation, N/A

Defensive Publications Series

The present disclosure relates to automated network diagnostics and remediation within large-scale cloud and virtualized network environments. Specifically, it describes a system and method for automatically differentiating between network-induced latency and application-server-induced latency without manual intervention. The system utilizes an event-driven workflow where an anomaly detection engine triggers a programmatic, flow-specific packet capture session on a network switch upon detecting performance symptoms. Captured data is automatically routed to an analysis server which executes scripts to measure and compare Network Round Trip Time (RTT) against Server Response Time. Based on this comparison, the system generates a definitive root cause verdict. Furthermore, …

Automated Background Transcription For Audio And Video Content In A Web Browser, Benjamin Albert Azose

Defensive Publications Series

Many long-form video and audio files lack transcripts, which reduces content accessibility for individuals who prefer reading, are hearing impaired, or have constrained time for media consumption. Existing automated captioning services are often restricted to specific platforms and are not natively integrated into general web browsers. This disclosure describes a browser-integrated method that detects media on a webpage and offers background transcription. When initiated, the audio is processed by or routed to a voice-to-text service while the media plays in the background. Transcription is performed either locally using on-device models or via cloud-based processing. Once the process is complete, a …

Methods To Generate Virtual Interactions Based On Gestures, Karan Ahuja, Eric Jordan Gonzalez, Mar Gonzalez Franco, Andrew Chunmye Cheng, Vasco Miguel Liang Xu

Defensive Publications Series

This disclosure presents a method for gesture-based virtual tool interaction on arbitrary surfaces within an Extended Reality (XR) environment. Utilizing a head-worn system with egocentric cameras, supplemented by wearable sensors, the system tracks three-dimensional (3D) hand poses and coordinates via a tracking system implementing a neural network or machine learning model. Unlike prior contact-detection methods, this approach employs a dual-network architecture: a static network classifies specific hand grasps (e.g., tripod or wide grips) to instantiate and spatially anchor corresponding virtual tools (e.g., pencils or erasers) with six-degrees-of-freedom (6DoF) precision; simultaneously, a secondary temporal neural network analyzes sequence-based micro-gestures for context-aware …

System And Method For Automated Detection And Mitigation Of Exhaust Obstruction Caused By Snow Accumulation During Remote Start Operations, Anonymous

Defensive Publications Series

System and method for utilizing a vehicle’s onboard sensor suite, external connectivity, and artificial intelligence (AI) to detect or predict if snow accumulation has reached a depth sufficient to obstruct the exhaust tailpipe. By analyzing weather data and real-time imagery from 360-degree cameras, the system determines the risk of carbon monoxide (CO) seepage into the cabin during a remote start event. Mitigation strategies include operating in electric-only mode for hybrid vehicles, limiting engine runtime for internal combustion engine (ICE) vehicles, adjusting HVAC intake settings to prioritize fresh air, and utilizing active suspension to increase ground clearance.

The Sp-26 Protocol: A Pathogen-Agnostic Standard For Intracellular Mechanical Neutralization, Jon S. Gossett

Defensive Publications Series

Title: The SP-26 Protocol: A Pathogen-Agnostic Standard for Intracellular Mechanical Neutralization

Author: Jon Sterling Gossett This disclosure establishes the SP-26 Protocol, an industrial-inspired engineering standard for the mechanical termination of both viral and bacterial pathogens. By shifting the neutralization mechanism from biochemical interference to solid-state biomineralization, the protocol creates a mutation-proof hardware-lock against replication. All information in this disclosure is a theoretical engineering standard and requires empirical verification. The protocol utilizes engineered hematopoietic units to divert standard phagocytosis and viral entry into a peripheral Synthetic Virus-Containing Compartment (S-VCC). Once sequestered, the unit initiates a mass-triggered petrification event that encases the …

Architectural Design Generation Using Graph-Based Constraint Optimization And Conditioned Generative Models, Arpit Goyal

Defensive Publications Series

Generative models for architectural design can have difficulty adhering to complex constraints, such as directional rules from specific cultural frameworks, which may result in layouts with functional or symbolic limitations. A computational framework can address this by integrating rule-based logic with generative models. The system can translate user requirements and geospatial data into an abstract graph where rooms are represented as nodes. A logic engine, which can utilize a component such as a graph neural network, can optimize the placement of these nodes according to predefined adjacency and directional rules. The resulting optimized spatial graph can be used to create …

Communication-Free Distributed Task Scheduling Using Stabilized Time, Joseph Pingenot

Defensive Publications Series

Scheduling periodic tasks across distributed systems can present challenges, as methods relying on central coordinators or inter-node communication for scheduling decisions may introduce performance bottlenecks and single points of failure. The disclosed technology describes a system where independent nodes can deterministically select a task executor without requiring direct communication for the selection decision. Each node can compute a stabilized timestamp from a synchronized clock, combine it with a task-specific value to create a seed, and use the seed with a deterministic pseudo-random number generator to select an executor from a shared list. This approach can facilitate coordinated, probabilistic task execution …

Spectral And Coded Traceability Of Scrap Using Chemical Tags With Spectroscopic-Based Recognition, Gibson Greenlee, John Mccallum, Cameron Koentopp, Adwait Thakur

Defensive Publications Series

Recycling streams such as used beverage cans (UBC) often arrive as tightly packed bales from many different suppliers, and once those bales are broken apart the pieces mix together, making it difficult to trace contamination or quality problems back to their source. This creates uncertainty in meeting internal specifications and can lower recycled content in cast products. To make the material traceable after debaling, incoming bales are lightly tagged with supplier-specific chemical markers that are chosen to be visible to spectroscopic detection but unobtrusive to normal processing. Markers can be carried in a simple spray or roll‑on coating, applied at …

The Distributed Verification Of Geospatial Events Via Passive Audio And Local Swarm Consensus, Dhandapani Shanmugam

Defensive Publications Series

Systems for collecting geospatial event data may be subject to challenges associated with active user input and the latency of centralized verification. A decentralized framework may passively detect and verify such events. For example, a client-side agent operating on a user device (e.g., a smartphone, wearable device, or in-vehicle system) can monitor ambient audio for predefined keywords. Upon detecting a trigger, the system may cross-reference the audio event with data from onboard physical sensors for potential local validation. If validated, the device may initiate a distributed consensus protocol, broadcasting a verification request to proximate peer devices. These peer devices may …

Battery State Estimation, Kang Kang, Yu Wang, Alex Pelosi, Emil Chen, Ishu Pradhan

Defensive Publications Series

Estimating a battery's state of charge (SoC) can become more difficult as a device, for example a mobile phone or vehicle, ages. This difficulty may be partly due to a potential circular dependency where SoC calculations may depend on the battery's state of health (SoH), and SoH estimation may in turn rely on an accurate SoC. A technique is described to address this challenge by decoupling these two estimations. A system can use a machine learning model to generate an independent SoH estimate based on operational data features, such as differential charge with respect to voltage. This SoH estimate can …

A Method Of Using Ai Prompts In A Url, Gary Klassen

Defensive Publications Series

This disclosure relates to utilizing a prompt modifier in Uniform Resource Locator (URL) functionality, which allows Artificial Intelligence (AI) prompts to be utilized directly within a URL. The prompt modifier may allow a browser to load a webpage and execute an AI prompt within the context of that page’s content. By using the prompt in the URL, users can share both an original webpage and specific instructions defining how an AI system should interact with it. This may facilitate the distribution of AI-assisted interpretations or transformations using a single, familiar mechanism. In various implementations, the disclosure provides a process that …

A Method And A System For Adding Context Buttons To A Webpage, Gary Klassen

Defensive Publications Series

This disclosure relates to a web API and browser-controlled user interface, such as an "Add Context" button or right-click action, that may enable websites to expose discrete, high-fidelity data packages to a machine learning (ML) model, such as a large language model (LLM). Web pages often may display brief summaries of richer underlying data not included in the current interface; for example, an icon may represent an entire message thread, a shopping cart icon may represent all selected items and prices, or a billing summary may represent a full billing history. To make this underlying data accessible, page elements may …

System And Method For Sensory Substitution Via A 360-Degree Multi-Modal Haptic Interface, Kshitij Suresh Gaikar

Defensive Publications Series

The innovation relates generally to assistive technologies for the visually impaired. More specifically, it pertains to systems and methods for sensory substitution that can translate a 360- degree visual and depth data field into a comprehensive, full-body haptic map, thereby providing comprehensive situational awareness and navigation capabilities.

Temporally Modulated Pixel Mask For Smooth Low-Luminance Display Dimming, Sangmoo Choi, Weihsiang Hung

Defensive Publications Series

Approaches for achieving low luminance on self-emissive displays, such as by reducing pixel current or applying a static pixel mask, can result in image uniformity issues or an abrupt change in brightness that may be perceived as flicker. Systems and methods are described that can address this by temporally modulating the intensity of a pixel mask. For example, instead of instantaneously deactivating a subset of pixels, a system can progressively reduce the luminance of designated pixels over a configurable period spanning multiple display frames. This may be achieved by iteratively applying a decreasing luminance multiplier to the masked pixels until …

Reinforced Bonding For Voice Coil Motor Assemblies Using Mechanical Interlocks And Selective Metallization, Chloe Nieh, Jimmy Chen, Weihsung Chen

Defensive Publications Series

In compact camera modules for electronic devices (e.g., a smartphone, smart watch, or wearable device), a limited surface area exists for bonding a voice coil motor (VCM) assembly to its underlying module board. To reinforce the bond, one technique can involve integrating metallic pins extending from the VCM that are inserted into apertures on the module board and secured with solder or an adhesive, creating a mechanical interlock. Another technique may use a selective metallization process, such as laser direct structuring, to create additional solderable pads on the VCM's non-conductive housing. By creating a three-dimensional interlocking structure or expanding the …

Reconfigurable Packaging System For Transformation Into Functional Objects, Lin Wei-Chi

Defensive Publications Series

Packaging for items, such as consumer electronics, is often designed for a single use, which can contribute to material waste after a product is unboxed. A reconfigurable packaging system can be transformed into one or more functional objects. The system may integrate engineered structural features, for example, pre-defined fold lines, perforated sections, and interlocking die-cut components, into the packaging substrate. Following these integrated guides, a user can physically manipulate and reassemble portions of the container into secondary items. Examples of such items can include a device support stand, a desktop organizer, or a three-dimensional figure. This approach can extend the …

Addendum No. 1: Intelligent Adaptive Control Unit (Iacu) And Electronic Architecture For Allfromair® Atmospheric Water Harvesting Through Electrodynamic Physisorption And Vibration-Induced Desorption, Vesa Olavi Lius

Defensive Publications Series

This document is Addendum No. 1 to the foundational technical disclosure of the ALLFROMAIR® Atmospheric Water Harvesting system. I hereby detail the Intelligent Adaptive Control Unit (IACU), an electronic architecture designed to actively regulate the system’s high-voltage direct current. By integrating a psychrometric sensor-driven feedback loop, the IACU dynamically scales the electric field to balance thermodynamic maximization (via the Modified Kelvin-Thomson equation) with dielectric stability (Paschen’s Law). This active regulation prevents electrical breakdown in high humidity while maximizing dielectrophoretic condensation in sub-saturated environments, establishing prior art for intelligent field regulation in electro-thermodynamic water capture.

Keywords / Tags: Atmospheric Water Harvesting, …

Gearbox Suction Inlet Tube

Defensive Publications Series

Optimum lubrication in various operating conditions is crucial for achieving high efficiency and reliable performance in electric powertrains. Oil foaming can potentially disrupt gearbox lubrication and result in suboptimal performance of oil pump especially when oil suction hole is located near the area that is prone to foaming. The proposed solution discloses a suction inlet tube integrated into the gearbox that moves the location of suction hole to the area less susceptible to oil foaming.