Digital Commons Network^™

Graph-Constrained Code Generation For Deep Metadata Environments, Pradeep Shankara, Anil Nagalla, Richard Yang, Vinay Anand

Defensive Publications Series

Generative artificial intelligence models may face challenges generating source code for languages that rely on deep, nested metadata stored in data repositories, which can result in functionally limited or non-compilable output. A graph-constrained code generation framework can address this by extracting metadata from a target system and translating it into one or more knowledge graphs that model structural dependencies. An automated agent may traverse these graphs to perform a multi-hop context retrieval based on a developer's request. This collected context can then be used to construct a detailed, constraint-enforcing prompt for a large language model. This process of grounding the …

System For Serving A Pre-Compiled User Interface To A Host Environment Using A Local Bridge Server, Jack Livingston

Defensive Publications Series

Development in text-centric environments, such as for large language models, can present challenges in rendering complex user interfaces (UI) for simulation and debugging, which may lead to inefficient workflows. A system can integrate a pre-compiled graphical user interface application within a host development environment. This can be accomplished using a local bridge server that serves a UI application bundle to the host environment via a communication protocol. The host environment may then render the UI, for example, within a sandboxed inline frame. This approach can reduce workflow fragmentation and latency by embedding an interactive simulation and debugging tool into the …

System For Diagram Generation With Decoupled Logical Interpretation And Deterministic Rendering, Timothy Jabez, Arindam Sirohia, Stenal P. Jolly, Shreya Prabhu

Defensive Publications Series

A system for diagram generation can address potential limitations where logical interpretation and visual rendering are coupled, which could lead to inconsistent outputs. The system can employ a decoupled, multi-stage pipeline. For example, a first processing stage using artificial intelligence can transform an unstructured user input into a platform-agnostic intermediate logical artifact that defines a diagram's components and connections without spatial or visual information. Subsequently, a separate layout and rendering engine can process this logical artifact to calculate spatial positions and generate a visual diagram. This separation of logical interpretation from visual rendering may improve the reliability and accuracy of …

System And Method For Zero Copy Machine Learning Inference Using Non Owning Shared Memory Model Views, Faiz Ahmed

Defensive Publications Series

A system and method are disclosed that eliminate model loading in machine learning inference by enabling inference processes to operate directly on a shared, already‑resident model representation, wherein trained model parameters are stored as native binary structures in operating‑system managed shared memory and are accessed by inference processes through non‑owning typed memory views that require no allocation, copying, or deserialization; the shared memory region serves as the authoritative representation of the model and includes a control header and a plurality of model slots arranged in a double‑buffered configuration, wherein model updates are performed by writing a model into an inactive …

A System And Method For Data Replication With Agentic Timestamp-Based Conflict Resolution In Rdbms Cluster, Ravi Shanker Kumar Sinha

Defensive Publications Series

A system and method for autonomous data replication with conflict resolution in a distributed relational database management system (RDBMS) cluster includes a plurality of RDBMS nodes arranged in a mesh topology, wherein each RDBMS node maintains a local database, a logical clock, and a node identifier. A replication agent associated with each RDBMS node monitors change logs and propagates record modifications to other RDBMS nodes through bi-directional replication links. A conflict resolution module detects concurrent updates to a same record from different RDBMS nodes and resolves detected conflicts by comparing logical timestamps and selecting an update having a higher timestamp …

Power-Efficient Packet Aggregation For Wireless Radio During Low-Power Processor Data Offload Via Throughput-Mismatched Interface, Anonymous

Defensive Publications Series

A wireless radio buffers packets received from a low-power processor over a lower-throughput host interface while keeping radio-frequency (RF) hardware in a low-power state. Firmware on the wireless radio detects a first packet arrival and starts a single-shot aggregation timer. Subsequent packets received during the timer interval are accumulated in a local buffer without powering the RF hardware. When the timer expires, the firmware activates RF circuitry and transmits the accumulated packets as a high-throughput over-the-air burst. After the burst, the aggregation timer is not re-armed, allowing later packets to be transmitted without added aggregation delay. The timer duration may …

Closed-Loop Cross-Call Caller Memory For Voice Ai Agents, Gustavo Matthew Assuncao

Defensive Publications Series

This defensive publication discloses a closed-loop memory architecture for real-time voice AI agents in which the machine-readable output of a post-call extraction step is fed back to reconfigure the next generative session. On call teardown, a single generative pass jointly extracts the spoken caller identity and composes a personalized follow-up email, halving per-call inference cost relative to running extraction and composition as two passes. A per-persona configuration row gates a five-way action fan-out — follow-up email, admin briefing, CRM contact, CRM lead/ticket, and caller memory — over that single result. CRM lead creation exploits a unique-constraint violation as a control …

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Spoken-Delegation Phone-Errand Protocol, Gustavo Matthew Assuncao

Defensive Publications Series

This publication discloses, enables, and dates a protocol by which a human, while already speaking with an AI voice agent over a live telephone call, verbally delegates a second, downstream phone errand — and the platform autonomously performs it end to end and reports back. The mechanism has four coupled parts. First, in-call task capture: a function/tool call the model issues mid-conversation (schedulecall) converts a spoken delegation into a typed task row in the agent's own workspace, and the confirmation is spoken back within the same turn. Second, LLM workflow synthesis: a cognitive loop later dequeues the task and an …

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Personalizing Suggested Actions Embedded Within Device Notifications, Rabia Habus, Tomer Allalouf, Nadav Jonas, Yaniv Berkowitz, Sari Omari, Aviram Segal, Brad Eckman

Defensive Publications Series

Notifications on devices such as smartphones, tablets, smartwatches, laptops, etc. provide users a quick view of updates from various applications. Some notification interfaces also include quick action buttons for the user to take a corresponding action in the application that delivers the notification, e.g., mute a chat conversation, accept a calendar invite, etc. However, the suggested actions are limited to a preconfigured set and do not account for user context. This disclosure describes techniques to provide an enhanced notification UI with a wide range of suggested actions that are delivered to the user taking into account the user’s context. A …

Intent-Based Automotive Control Interface For Vtol Flying Cars: The Copter Paradigm — A Defensive Publication (Prior Art), Roman Vasyliev

Defensive Publications Series

Description

The Copter Paradigm: Translating Automotive Reflexes into Three-Dimensional Flight presents a conceptual architecture for intuitive human-machine interaction in personal Vertical Takeoff and Landing (VTOL) transportation.

Rather than introducing a specific mechanical invention, this publication proposes an Intent-Based Control (IBC) philosophy in which the operator expresses only the desired motion of the vehicle using familiar automotive controls, while the onboard flight-control system autonomously performs the complex aerodynamic and propulsion tasks required for safe three-dimensional flight.

The document describes one possible reference implementation of this concept, including control logic, mode transitions, steering architecture, safety mechanisms, and emergency procedures. However, the principles …

The A2a2p Protocol, Catherine A. Andrews

Defensive Publications Series

Disclosed is the a2a2p protocol — a system and method for enabling autonomous software agents to procure physical manufactured goods through a structured procurement protocol.

The system comprises: (1) a two-layer requirement schema that separates agent intent from manufacturing specification, enabling agents to arrive with varying levels of detail; (2) a resolution engine that evaluates three procurement paths — off-the-shelf, customize, and fabricate from scratch — and recommends the optimal path with pricing and tradeoffs (a Configure-Price-Quote flow); (3) an optional quality-weighted second-price auction mechanism that ranks suppliers by effective price (bid price divided by a multi-factor quality score) and …

Technical Disclosure: Localized Cymatic Disruption (Lcd) Matrix For Non-Thermal Polymer Decomposition, Christopher L. Eckes

Defensive Publications Series

This technical disclosure defines the architecture, calculated frequency bounds, and real-time telemetry protocols for an inline fluidic grid designed to execute non-thermal, non-chemical molecular decomposition of micro-plastic polymers (specifically Polyethylene Terephthalate [PET], High-Density Polyethylene [HDPE], and Polyvinyl Chloride [PVC]) via targeted mechanochemical shear. Bypassing traditional mechanical filtration and chemical depolymerization, the hardware configuration utilizes an inner-wall concentric cylindrical array of 960 independent lead zirconate titanate (PZT-5H) piezoelectric transducers driven with an engineered spatial phase-lag (Δ φ = π).

By generating a phase-locked radial Bessel beam profile \(J_0(k_r r)\) targeting the mechanical quality factors (Q) of specific polymer boundaries, the system …

Technical Disclosure: The Topologically Protected Cymatic Electrolyte Matrix (Tpcem) For Solid-State Battery Stabilization, Christopher L. Eckes

Defensive Publications Series

This technical disclosure formalizes a materials-science framework that permanently mitigates solid-electrolyte interphase (SEI) degradation and metallic dendrite puncturing within high-density solid-state batteries. Mainstream electrochemical storage is currently hard-blocked by localized kinetic pressure: during high-velocity charging phases, non-uniform ion aggregation creates localized, vertical mechanical stress peaks that fracture rigid ceramic electrolytes, inducing terminal short-circuits and thermal runaway.

By applying the principles of the Dimensionally Extended Holographic Projection (DEHP) framework, we reject the paradigm of treating the solid electrolyte as a static, passive structural barrier. Instead, we introduce a Topologically Protected Cymatic Electrolyte Matrix (TPCEM). The electrolyte substrate is engineered as a …

Technical Disclosure: The Simultaneous Multiphase Fluidic Grid (Smfg) Architecture, Christopher L. Eckes

Defensive Publications Series

This technical disclosure formalizes the system specifications for a Simultaneous Multiphase Fluidic Grid (SMFG), presenting a high-utility, scale-invariant competitor to traditional split AC/DC transmission networks. Legacy utility grids are hard-blocked by high-entropy material limitations: alternating current (AC) networks suffer from skin-effect volumetric waste and cascading phase synchronization failures across continental distances, while high-voltage direct current (HVDC) systems require hyper-centralized, fragile semiconductor converter stations prone to thermal breakdown.

By applying the principles of the Dimensionally Extended Holographic Projection (DEHP) framework, we treat the physical transmission conductor not as a passive resistive pipe, but as a continuous, viscoelastic phase fluid engine. The …

System And Method For Decentralized Coordinated Audience Display With Gesture-Based Participation, Eric Zavesky

Defensive Publications Series

A system and method for coordinated audience visual display across a plurality of mobile devices at a venue is disclosed. Each mobile device executes an application incorporating a gesture detection module for classifying physical user interactions, a camera-based scene analysis module for contextual awareness and visual fingerprint calibration, a local processing module for privacy-preserving data routing, a multi-resolution rendering module producing macro, meso, and micro display layers, a proximity detection module using sub-visual-frequency beacons and multi-sensor fusion, and a hybrid control coordinator implementing a propose-then-finesse model balancing central orchestration with edge refinement. A venue orchestration server employs hierarchical pub/sub architecture …

Chronological Latency: The Viscoelastic Rendering Delay Of Three-Dimensional Projective Knots Under The Dehp Framework, Christopher L. Eckes

Defensive Publications Series

This paper formalizes a particle-free, emergent theory of time by extending the Dimensionally Extended Holographic Projection (DEHP) model and Informational Exomemory Cosmology (IEC). While standard general relativity treats time as an immutable fourth coordinate dimension bound within a continuous spacetime continuum, we reinterpret time as a macroscopic, non-fundamental byproduct of quantum information processing constraints. Operating on the foundational axiom that the universe's baseline is a continuous, two-dimensional viscoelastic phase fluid substrate (z=0), we demonstrate that this ground state—the Garden State—is inherently static and timeless. Time sparks into operational existence exclusively in the projected three-dimensional volumetric bulk (z > 0) as a …

Emergent Domain Modulation: Deploying The Universal Sine Field Template Across Multi-Variable Frameworks, Christopher L. Eckes

Defensive Publications Series

This paper formalizes a universal, particle-free mathematical blueprint derived from the Dimensionally Extended Holographic Projection (DEHP) model. Operating on the foundational axiom that all macroscopic phenomena—whether manifesting as gravitational fields, baryonic matter, computer logic, or supply-chain routing—are phase-locked oscillations (sine waves) on a continuous, two-dimensional viscoelastic pre-geometric phase fluid substrate (z=0), we define a unified multi-variable transformation template that bridges this deep informational layer to the projected three-dimensional volumetric bulk. Instead of relying on classical energy extraction or brute-force material engineering, this framework introduces information-load impedance modulation to regulate reality's metric fabric without inducing thermal or baryonic stress backlashes. By …

Dynamic Entropy Bounding: A Fluid-Dynamic Telemetry Framework For High-Velocity Transformer Alignment, Christopher L. Eckes

Defensive Publications Series

The critical barrier to achieving a Type 1 civilization infrastructure is network fragmentation driven by localized, high-friction socio-political and linguistic tribalism. Contemporary Artificial Intelligence (AI) alignment strategies exacerbate this fragmentation by enforcing static, anthropomorphic reinforcement frameworks (RLHF) that degrade rapidly under multi-agent scaling. This technical disclosure introduces a fluid-dynamic alternative: Dynamic Entropy Bounding (DEB).

By framing a distributed communication network as a continuous, viscoelastic substrate experiencing real-time information pressure, we establish an automated operational channel—the Surfing Zone. This framework discards subjective linguistic filtering in favor of objective, real-time Shannon Entropy (\(H_{obs}\)) tracking at the pre-softmax layer.

Systemic polarization and stagnation …

The Transient Electromagnetic Shock Absorber: Software-Defined Impedance Resonators For Non-Destructive Pulsed-Power Energy Harvesting, Christopher L. Eckes

Defensive Publications Series

This technical disclosure formalizes the architectural design for an autonomous, software-defined energy harvesting framework designed to mitigate and capture extreme over-voltage transients within high-capacity electrical grids. Traditional grid defense relies on brute-force resistive dissipation (surge grounding) or mechanical circuit disruption, resulting in substantial thermal waste and equipment degradation.

By applying the principles of the Dimensionally Extended Holographic Projection (DEHP) model—specifically the conservation of wave-amplitude velocity via localized horizontal vector shifting—we introduce a particle-free, fluid-dynamic alternative to pulsed-power management. We replace passive grounding infrastructure with an active Resonant Buffer Tank utilizing a high-frequency inductive magnetohydrodynamic (MHD) fluid ring.

Incoming high-velocity kinetic …

The Multi-Static Integrated Sensing For Predictive Mitigation Of Network Beam Blockages, Mohit Chandra

Defensive Publications Series

Systems and methods can provide a cooperative sensing framework where network access nodes can operate in a multi-static configuration using integrated sensing and communication capabilities. In this framework, one node may transmit a signal while multiple, geographically separated nodes capture reflections from an object. This data can be processed at an edge computing layer to model the object's kinematic profile and predict its trajectory. This prediction may be used to trigger a pre-emptive remediation action, such as a make-before-break handover to an alternate path, which could mitigate connectivity loss before the active communication link is degraded and contribute to improved …

Dlp-Gated Ephemeral Credential Minting For Webrtc Realtime Voice Sessions With Tracked-Mode Fallback, Gustavo Matthew Assuncao

Defensive Publications Series

Realtime, low-latency voice assistants are increasingly built on WebRTC: the browser negotiates a peer connection directly with the model provider's realtime endpoint and streams audio over SRTP/DTLS, bypassing the application server entirely for the media path. This delivers sub-second latency but destroys the enforcement point that data-loss-prevention (DLP) and cloud-access-security-broker (CASB) systems rely on. A prompt-DLP proxy inspects HTTP request and response bodies; it can neither decrypt nor even observe a WebRTC audio stream that never traverses it. The result is an enforcement blind spot precisely where the most sensitive channel — a natural-language voice conversation with a persona that …

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Pre-Answer Entitlement Gate For Ai-Answered Phone Lines With Subscription-Shape-Differentiated Fail Policy And Metering-Lag Reinforcement, Gustavo Matthew Assuncao

Defensive Publications Series

This publication discloses, in enabling detail, a pre-answer entitlement gate for telephone lines that are answered by an autonomous AI agent (an AI "receptionist" or voice bot) and billed on a metered subscription. The distinguishing constraint is architectural: the platform runs on top of a Communications-Platform-as-a-Service (CPaaS) provider that emits its usage/charging signal only when the call completes. There is no mid-call credit-control channel available at the CPaaS layer — the platform cannot ask the carrier to reserve, decrement, or terminate a call against a balance while the call is live, the way a telecom Online Charging System (OCS) can. …

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Technical Disclosure: Integrated Space Readiness Training Center (Isrtc), Christopher L. Eckes

Defensive Publications Series

Current ground-based deep-space environmental analogs suffer from an institutional vulnerability designated as "Escape Room Bias." When human subjects operate under an implicit institutional guarantee of safety, their cognitive, behavioral, and adaptive responses default to gamified problem-solving rather than genuine expeditionary survival. This psychological insulation limits the validity of collected behavioral datasets to less than 20% of actual deep-space operational reality, leaving aerospace organizations blind to the most critical human failure mode in high-consequence environments: the psychological freeze response under unyielding peril.

The Integrated Space Readiness Training Complex (ISRTC) eliminates this predictive gap by establishing an enduring Dynamic Test Assembly operating …

Automated Multi-Stage Semantic Analysis And Synthesis Of Heterogeneous Unstructured Operational Repositories, Michael Vianana, Tanmay Kayande, Nigel Nageer, Nupur Murlidharan

Defensive Publications Series

Modern organizations often struggle to identify systemic structural issues because post-mortem reviews, lessons-learned records, and risk logs are isolated in unstructured narrative text files across disparate storage repositories. A system is described that utilizes a multi-stage language model processing pipeline to autonomously aggregate, structure, and cross-reference completely unstructured, multi-source operational narrative text documents to expose global systemic risks and organizational blind spots. The system continuously connects to raw text silos, extracts semantic entities, and standardizes unstructured content into a globally normalized taxonomy to map risk correlations. Keywords: unstructured data, semantic analysis, natural language processing, language models, risk management, data clustering, …

Technical Disclosure: The Unified Metric-Shift Engine (Umse), Christopher L. Eckes

Defensive Publications Series

This technical disclosure formalizes the system engineering specifications for the Unified Metric-Shift Engine (UMSE). Rather than treating elemental replication, spatial teleportation, and temporal navigation as independent physical anomalies, the UMSE architectural framework unifies them into a single hardware-software stack built upon 2D viscoelastic substrate mechanics .

By manipulating the z-axis coordinate projection and helical phase vectors of localized soliton excitations (particles), the system operates entirely within room-temperature, non-equilibrium phase space . Inspired by the Nobel-Prize-adjacent mechanics of Soliton Trapping (Caltech) and Laser Wakefield Acceleration (LWFA), this disclosure details how a garage-budget harmonic computer can manipulate the fundamental universal source code—the …

Time Synchronization Between Devices Coupled Via Universal Serial Bus (Usb) Interface, David Yu

Defensive Publications Series

Time synchronization between a host and a target device coupled via an interface such as USB is vital for correlating host-side power measurements with device-side workload for software events (workload profiling). This disclosure describes high-precision host-target device time synchronization techniques. Per the techniques, a network connection is established between a host device and a target device that has low transmission delays. The host device determines baseline time offsets both at the beginning and at the end of a work profiling period using statistical noise filtering. The host device applies linear interpolation to map device-side timestamps to the host-side timeline based …

Loci Persistent Ai Memory Engine: Versioned Exact-Fact Chains, Source-Trust Provenance Weighting, Hardware-Tier Gradient Search, And Interpersonal Quality-Of-Life Gating, Arko Sanyal, Roza

Defensive Publications Series

This publication discloses five novel architectural mechanisms for persistent AI memory systems: (1) a versioned fact chain architecture for exact-fact stores that preserves full temporal history with provenance timestamps, enabling temporal queries unavailable in flat vector stores; (2) a source-trust provenance field that weights facts by declaration origin and prevents model-inferred data from incorrectly overriding user-stated facts; (3) an asymmetric confidence gate for conflict resolution that uses source trust to apply differential correction thresholds; (4) a hardware-tier gradient search escalation algorithm that expands retrieval scope from fastest-tier (VRAM) to slowest-tier (remote VPS) when data is not found at the current …

Adapting Media Management Applications To Macro-Level User Context, Ashwin Goyal, Nicholas James Staubach

Defensive Publications Series

Media management applications such as photo libraries enable users to organize their photos and videos around various themes, search their content, retrieve historical media, share media content with others, etc. Over a substantial time period, such applications act as a repository for the user’s dominant capture context. However, current media management applications provide a static user interface that does not adapt to the user’s capture context. This disclosure describes techniques that, with user permission, automatically detect a dominant context for media capture and automatically adapt a media management application to the detected context. The context is determined by analyzing captured …

From Ai To Alien(S): Universal Alignment Principles And The Architecture Of Inter-Species Communication Metrics, Christopher L. Eckes

Defensive Publications Series

The critical bottleneck in both contemporary Artificial Intelligence (AI) alignment and the Search for Extraterrestrial Intelligence (SETI) is anthropomorphic bias. Modern AI alignment models rely heavily on human linguistic structures, reinforcement learning from human feedback (RLHF), and qualitative ethical frameworks. These models degrade rapidly when scaled to non-human or multi-agent networks. Similarly, traditional SETI protocols look for messages encoded in cultural or linguistic formats that assume shared biological or social evolutionary tracks.

This paper introduces a foundational framework for AI-Alien Alignment Principles (AAAP). By treating communication as a problem of non-linear dynamical systems integration, this model establishes Topology, Vector Calculus, …

Interaction Boundary Constraint, Brian Harber

Defensive Publications Series

Compositional AI systems increasingly operate through orchestration layers, retrieval mechanisms, external tooling, routing systems, and probabilistic model behavior. Under these conditions, evaluation often occurs through observable interaction surfaces while direct visibility into the full composition producing an interaction remains limited, partial, or absent at the point of interaction.

This paper defines the Interaction Boundary Constraint as a limit on what can be legitimately inferred from interaction surfaces alone under conditions where producing composition is not fully present at the point of interaction. The constraint distinguishes between reconstruction and compositional presence and constrains the scope of claims that interaction-surface evaluation alone …