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Routability-Aware Decoupling Capacitor Insertion Using Trial-Route Lookups And Linear Programming, Prateek Pendyala
Routability-Aware Decoupling Capacitor Insertion Using Trial-Route Lookups And Linear Programming, Prateek Pendyala
Defensive Publications Series
Dynamic IR drop, a transient loss of supply voltage proportional to current (I) and resistance (R), can erode timing margins on advanced process nodes. Decoupling capacitors (decaps) inserted near cells with high switching activity can suppress the drop. The regions that need decaps, however, tend toward heavy routing congestion, so a newly placed decap can trigger detailed routing design rule violations (DRVs). An example routability-aware method selects decap locations and bounded cell moves through a linear program built from measured routing data. The method models cell currents as rectangular envelopes over binned time, computes a missing charge from a charge …
A Load-Bearing, Fluid-Mediated Robotic Joint Architecture Combining Variable-Geometry Friction Interlocks With Passive Multi-Stage Granular Jamming Inside A Tensegrity Compression Frame, Volodymyr Kotegov
Defensive Publications Series
This paper describes the QUINTO-CMC modular articulation architecture, built to hold high structural loads in contaminated or corrosive operating environments while cutting static holding power to a minimal telemetry-only draw. The system replaces high-maintenance, actively powered joints with an unpowered, field-replaceable cartridge that locks mechanically under zero electrical load. The physical joint module weighs no more than 1.75 kg. Static holding draw is limited to 18–25 W for telemetry and monitoring alone — the mechanical lock itself needs no electrical power. Three kinematically uncoupled passive locking layers trigger in sequence during pressure drops or sudden fluid loss. The primary retention …
Two‑Phase Trust‑Region Constraint Programming With Dynamic Bounds Scaling For Macro Legalization And Alignment, Vijayavelu S, Amit Saluja, Surya Barik, Arijit Hazra
Two‑Phase Trust‑Region Constraint Programming With Dynamic Bounds Scaling For Macro Legalization And Alignment, Vijayavelu S, Amit Saluja, Surya Barik, Arijit Hazra
Defensive Publications Series
Legalizing a mixed‑size layout that holds large hard macro blocks together with millions of standard cells becomes difficult at advanced technology nodes, where mismatched technology grids and zero‑slack boundaries leave narrow room for movement. Prior approaches bound macro movement with one static displacement limit, so a tight limit can leave macros out of alignment and a loose limit can deadlock a discrete engine. Disclosed is a two‑phase method that separates legalization from alignment. A first phase carries hard feasibility rules without an alignment objective and returns a legal coordinate set. A bounds scaling module then sizes a search window for …
Method And System For Consumer-Specific Attribute Filtering In Distributed Message Brokers, Soumendra Kumar Mishra, Mansi Singh, Ravi Shanker Kumar Sinha, Amitabh Ranjan, Katyayani Kiranmayee Kolluru, Sumit Kumar
Method And System For Consumer-Specific Attribute Filtering In Distributed Message Brokers, Soumendra Kumar Mishra, Mansi Singh, Ravi Shanker Kumar Sinha, Amitabh Ranjan, Katyayani Kiranmayee Kolluru, Sumit Kumar
Defensive Publications Series
A system for consumer-specific attribute filtering in a distributed message broker environment is provided. The system includes an attribute subscription registry configured to store a consumer identifier, a topic identifier, and a list of permitted attribute paths for each consumer. The system includes a producer interface configured to publish a canonical message payload containing a plurality of attributes to a message broker, compute an Attribute Location Index during serialization that maps each attribute name to byte offset boundaries within a serialized message body, and attach the Attribute Location Index as a message header. The system includes the message broker configured …
Rule Based Pre-Execution Validation Of Financial Transactions With Generative Anomaly Explanations, Shalini Jha, Farhan Rawani, Bhaskar Mangalampalli, Alba Campus, Sanhitha Seerapu, Millie Martin, Arib Shan, Tilottama Basu, Amogh Badugu, Sai Krishna, Ramya Karyampudi
Rule Based Pre-Execution Validation Of Financial Transactions With Generative Anomaly Explanations, Shalini Jha, Farhan Rawani, Bhaskar Mangalampalli, Alba Campus, Sanhitha Seerapu, Millie Martin, Arib Shan, Tilottama Basu, Amogh Badugu, Sai Krishna, Ramya Karyampudi
Defensive Publications Series
Financial transaction processing systems, for example in payroll, can face challenges where validation is reactive, leading to the late discovery of complex discrepancies after payments are executed. A system and method are described for pre-execution validation of financial transactions. The system can function as a validation layer that applies business rules to batches of transaction data using techniques such as set-based processing. This approach can identify potential anomalies across large datasets before execution. For detected anomalies, a generative model can produce a human-readable explanation detailing a potential rule violation and the associated data. This pre-execution identification and contextualization of potential …
Continuous Dimension Extraction For Semantic Product Organization, Nathan Grabaskas
Continuous Dimension Extraction For Semantic Product Organization, Nathan Grabaskas
Defensive Publications Series
Systems for organizing products on digital commerce platforms can be limited by rigid taxonomies that may not capture nuanced attributes, and some high-dimensional vector representations can lack interpretability. A computational framework can transform product information into a semantically organized and navigable space. The framework can encode products into high-dimensional vectors and then employ two parallel processes. One path may use clustering algorithms and generative language models to group products into labeled sub-archetypes. A second path may use non-linear dimensionality reduction followed by an iterative principal component analysis to extract and label continuous trade-off axes from the data. The resulting clusters …
Steering Generative Ai Responses By Predicting User Intentions Using Slms And Behavioral Telemetry, Rachit Mathur, Payal Shah
Steering Generative Ai Responses By Predicting User Intentions Using Slms And Behavioral Telemetry, Rachit Mathur, Payal Shah
Defensive Publications Series
Current conversational AI systems rely on monotonic streaming, requiring users to wait for complete responses before correcting misinterpretations. This disclosure describes a bifurcated dual-dispatch architecture that steers generative AI outputs mid-stream. By pairing a localized Small Language Model (SLM) shadow parser with a high-capacity frontier LLM, the system dynamically analyzes real-time client-side behavioral telemetry - including keystroke dwell times, backspace mutation ratios, and paste metadata to predict user intent and cognitive friction. When volatile semantic nodes or potential intent mismatches are detected, the SLM executes pre-emptive mitigations by tuning inference hyperparameters (such as temperature) or surfacing non-blocking, inline "intent chips" …
Technical Disclosure Specification: The Topological Flux Replicator (Tfr) Protocol For Censorship-Resistant Desynchronized Grid Routing And Memory Manifolds (Spec-167), Christopher L. Eckes
Technical Disclosure Specification: The Topological Flux Replicator (Tfr) Protocol For Censorship-Resistant Desynchronized Grid Routing And Memory Manifolds (Spec-167), Christopher L. Eckes
Defensive Publications Series
This disclosure specifies the protocol architecture, mathematical modeling, and hardware-layer constraints for a decentralized, censorship-resistant grid routing system and non-volatile memory manifold. Current mesh communications and cloud storage models are structurally vulnerable to state-wide routing interdiction, targeted nodal blackouts, and top-down centralized configuration scrubbing.
The Topological Flux Replicator (TFR) protocol resolves these architectural failure modes by utilizing an asynchronous, desynchronized network state distribution model. By executing a math-native state matrix routing protocol directly across fragmented physical substrates, the network achieves structural permanence without relying on static central IP routing, persistent DNS architecture, or linear block inheritance. This document represents a …
Technical Disclosure Specification: The Spectral Synapse Protocol (Ssp) For Trans-Linguistic Machine-To-Machine Register Meshes (Spec-166), Christopher L. Eckes
Technical Disclosure Specification: The Spectral Synapse Protocol (Ssp) For Trans-Linguistic Machine-To-Machine Register Meshes (Spec-166), Christopher L. Eckes
Defensive Publications Series
This disclosure specifies the architectural topology, hardware compiler parameters, and math-native protocols for an integrated, semantic-to-spectral computing engine. Current multi-agent architectures operate within a high-overhead paradigm where decentralized processing nodes communicate internally via tokenized natural language strings ("speech"). This design introduces extreme latency, high token consumption, and systemic vulnerability to semantic prompt injection exploits.
The Spectral Synapse Protocol (SSP) eliminates this communicative overhead by segregating human text processing exclusively to the peripheral ingress/egress boundary gates. The internal processing mesh operates at full-throttle hardware speeds by utilizing a non-linguistic, sub-2-bit ternary state mapping system ("the brain"). This specification defines the linear …
Technical Disclosure Specification: The Complementary Bi-Node Isospectral Flow Matrix (Cb-Ifm) For Coherent State Reconstruction In Non-Isolated Exascale Architectures (Spec-165), Christopher L. Eckes
Technical Disclosure Specification: The Complementary Bi-Node Isospectral Flow Matrix (Cb-Ifm) For Coherent State Reconstruction In Non-Isolated Exascale Architectures (Spec-165), Christopher L. Eckes
Defensive Publications Series
This disclosure specifies the architectural topology, mathematical framework, and physical execution layer for a self-contained, complementary bi-node intelligence architecture. Traditional distributed processing systems suffer from state-space fragmentation, latency-induced phase drift, and thermodynamic decoherence when scaling across high-dimensional variable fields. The Complementary Bi-Node Isospectral Flow Matrix (CB-IFM) resolves these constraints by establishing two asymmetric, structurally coupled processing nodes—Node-Alpha (Stochastic Divergence Engine) and Node-Beta (Deterministic Convergence Governor)—operating across a non-commutative translation boundary.
By utilizing continuous unitary transformations to maintain isospectral invariance across both systems, the architecture ensures that open-ended exploratory computation can occur simultaneously with rigorous axiomatic validation without inducing state drift …
Technical Disclosure Specification: The Multi-Agent Cryptographic Compartmentalization & Intent Attestation Protocol (Macc-Iap) For Internal Opsec Hardening, Christopher L. Eckes
Technical Disclosure Specification: The Multi-Agent Cryptographic Compartmentalization & Intent Attestation Protocol (Macc-Iap) For Internal Opsec Hardening, Christopher L. Eckes
Defensive Publications Series
This specification details the structural design, cryptographic verification equations, and edge-computed process logic for the Multi-Agent Cryptographic Compartmentalization & Intent Attestation Protocol (MACC-IAP). Traditional operational security (OPSEC) frameworks fail at the human interface layer; a trusted insider, malicious contractor, or espionage asset can bypass advanced post-quantum network ciphers simply by exercising legitimate, verified administrative access rights to execute unauthorized mass data exfiltration.
The MACC-IAP eliminates this vector by shifting the system architecture from static role-based access control (RBAC) to a decentralized Non-Linear Cryptographic Intent Handshake. Data repositories are fractured into independent, non-contiguous micro-fragments managed across a multi-agent substrate. A user …
Technical Disclosure Specification: The Resonant Piezo-Kinetic Mesh Transceiver Array (Rpk-Mta) For Non-Line-Of-Sight Substrate Commons Telemetry, Christopher L. Eckes
Technical Disclosure Specification: The Resonant Piezo-Kinetic Mesh Transceiver Array (Rpk-Mta) For Non-Line-Of-Sight Substrate Commons Telemetry, Christopher L. Eckes
Defensive Publications Series
This specification details the design requirements, acoustofluidic coupling equations, and hardware transceiver interface maps for the Resonant Piezo-Kinetic Mesh Transceiver Array (RPK-MTA). The system establishes a completely open-access, non-RF dependent communication infrastructure designed to link decentralized communities, off-grid agricultural cooperatives, and emergency response clusters completely outside centralized telecommunications monopolies. While corporate cartels focus on securing absolute data chokepoints across orbital networks and cellular infrastructure, this document establishes permanent, un-patentable public domain prior art for a physical-layer communications substrate that operates through low-frequency acoustic solitons modulated directly into municipal water matrices and solid-state subterranean lithology.
By adapting the data-routing logic originally …
Technical Disclosure Specification: The Non-Linear Acoustic Phase-Lock Governor (Napl-G) For Open-Access Fluid Energy Harvesting Interfaces, Christopher L. Eckes
Technical Disclosure Specification: The Non-Linear Acoustic Phase-Lock Governor (Napl-G) For Open-Access Fluid Energy Harvesting Interfaces, Christopher L. Eckes
Defensive Publications Series
This specification details the design requirements, physical coupling equations, and edge-computed automation profiles for the Non-Linear Acoustic Phase-Lock Governor (NAPL-G). The architecture establishes an open-access, un-patentable control topology designed to protect stationary, localized alternative energy installations (such as run-of-river and municipal hydro-acoustic energy hubs) from structural failure driven by chaotic non-linear wave amplification. Recent fluid-mechanics research validates that non-linear coupling between acoustic-gravity modes and free-surface water waves enables massive energy exchange via resonant triad interactions. [1, 2, 3, 4, 5]
However, under unconstrained high-flow conditions, this triad coupling scales exponentially, causing runaway pressure peaks …
Vortex Reprogramming Platform (Vrp-1.0) A Closed-Loop, Tissue-Calibrated, Acoustic-Vortex Delivery System For Safe Partial Cellular Reprogramming With Integrated Lipid Clearance, Real-Time P53 Monitoring, And Pre-Screening Safety Gate, Michael Victor Caldwell Mr.
Vortex Reprogramming Platform (Vrp-1.0) A Closed-Loop, Tissue-Calibrated, Acoustic-Vortex Delivery System For Safe Partial Cellular Reprogramming With Integrated Lipid Clearance, Real-Time P53 Monitoring, And Pre-Screening Safety Gate, Michael Victor Caldwell Mr.
Defensive Publications Series
The Vortex Reprogramming Platform (VRP-1.0) is an open-hardware, closed-loop research system designed to deliver p53-preserving chemical reprogramming agents to aged human cells using acoustic-vortex microfluidic forces, while simultaneously monitoring cell state in real time and clearing the lipid droplet accumulation that published research identifies as a primary barrier to successful in vivo chemical rejuvenation.
The platform integrates five novel elements not found in any currently published reprogramming system:
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Pre-treatment oncogenic pre-screening gate — removes high-risk cells before reprogramming begins, not after (proactive, not reactive safety)
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Acoustic-vortex intracellular delivery of chemical reprogramming agents without viral vectors, following the AESOP physics (UC …
The Citizen Annual Tariff Dividend Architecture: An Automated Irs-Driven Distribution And Government 401(K) Framework For Bottom-Up Economic Stabilization, Christopher L. Eckes
The Citizen Annual Tariff Dividend Architecture: An Automated Irs-Driven Distribution And Government 401(K) Framework For Bottom-Up Economic Stabilization, Christopher L. Eckes
Defensive Publications Series
Traditional macroeconomic frameworks frequently favor centralized fiscal retention, funneling newly generated state revenues into general funds or institutional subsidies under the premise of debt mitigation or infrastructural protection. This paper challenges that paradigm by introducing a technically automated, bottom-up wealth-distribution architecture. Utilizing existing Internal Revenue Service (IRS) infrastructure mapped securely to valid Social Security Numbers (SSNs), this framework introduces an annual $5,000 Citizen Tariff Dividend. To balance immediate local economic velocity with long-term fiscal stability, the model integrates a three-tier filing selection system featuring a 5% premium bonus ($5,250 total value) for direct rolls into a federally protected Government 401(k) …
Project Abyss-Shield: Autonomous, Sub-Oceanic Trench-And-Lid Infrastructure Networks For Hardened Sovereign Energy And Telemetry Lifelines, Christopher L. Eckes
Project Abyss-Shield: Autonomous, Sub-Oceanic Trench-And-Lid Infrastructure Networks For Hardened Sovereign Energy And Telemetry Lifelines, Christopher L. Eckes
Defensive Publications Series
Modern transoceanic telecommunication and energy grids are fundamentally exposed. Laid directly on the soft sediment of the open seabed, standard fiber-optic lines and high-voltage direct current (HVDC) cables are highly vulnerable to commercial anchor dragging, deep-sea trawler nets, and targeted, state-backed maritime interdiction. Project ABYSS-SHIELD establishes a paradigm shift in maritime security by replacing passive, exposed lines with an autonomous, self-defending, sub-surface trench-and-lid corridor. Utilizing pressure-equalized composite monuments, interlocking basalt armor slabs, active fluidic hydro-shear countermeasures, and distributed acoustic fiber-optic tripwires, this standalone framework renders clandestine underwater sabotage operations logistically and mechanically unviable without requiring any external planetary or surface …
Graduated Verifiable Autonomy Architecture (Gvaa), Volodymyr Kotegov
Graduated Verifiable Autonomy Architecture (Gvaa), Volodymyr Kotegov
Defensive Publications Series
ES-1. Core Objective: This architecture document establishes strict, deterministic normative constraints for securing execution runtimes populated by autonomous AI agents. Rather than relying on the statistical, inherently non-deterministic alignment of neural network weights, GVAA shifts the entire security perimeter to structural containment. It enforces rigid barriers across the execution runtime, host operating system resources, and boundary communication channels.
ES-2. Engineering Metrics & Feasibility: Deploying the baseline implementation configuration (Minimal Profile) requires an engineering overhead of 2 to 6 weeks on a standard production infrastructure (Linux, WebAssembly, LangGraph). The monitoring and verification infrastructure (Invariant Core) introduces a latency penalty of less …
The Rbaam-6 Matrix: A Modular, Acoustically Suspended, Self-Healing Dual-Shell Habitat Architecture For High-Survivability In-Situ Mars Colonization, Christopher L. Eckes
The Rbaam-6 Matrix: A Modular, Acoustically Suspended, Self-Healing Dual-Shell Habitat Architecture For High-Survivability In-Situ Mars Colonization, Christopher L. Eckes
Defensive Publications Series
Traditional extraterrestrial architectural paradigms rely on heavy, brute-force physical materials shipped from Earth to withstand the massive atmospheric pressure differentials and environmental hazards of Mars. This paper introduces the Reactive Bio-Acoustic Armor Matrix (RBAAM-6), a novel, 6-layer defense-in-depth habitat architecture. By separating internal tension loads (atmospheric containment) from external compression loads (environmental shielding), the RBAAM-6 utilizes an intermediate, submarine-style 'sally port' buffer zone regulated by interlocking harmonic standing waves. The structure integrates self-healing biological matrices, active kinetic impact countermeasures, a completely modular, snap-tile interior for rapid component replacement, and nitrogen-suppressed utility channels featuring non-energy transparent visual verification zones. This architecture …
Consent-Aware Generative Privacy Architecture For Wearable Imaging Systems, Brandon Quinn
Consent-Aware Generative Privacy Architecture For Wearable Imaging Systems, Brandon Quinn
Defensive Publications Series
This defensive technical publication describes a privacy architecture for smart glasses, wearable cameras, spatial-computing systems, and other imaging devices in which recognizable human identity is treated as permissioned information within the capture pipeline. The system detects persons, resolves a minimum-disclosure capture-authorization state where available, applies contextual policy, and preserves an identifiable likeness only when the relevant authorization permits it. Otherwise, the system may generate a synthetic non-identifying surrogate, apply conventional anonymization, remove the subject, or suppress durable storage.
The disclosure focuses on combination-level implementations including portable capture-authorization credentials usable across manufacturers and identity ecosystems; subject-pushed privacy matching that does not …
Architectural Specification For Localized Sub-2-Bit Ternary Model Execution Engines On Mobile System-On-Chip Unified Silicon Architecture (Project Caltrop), Christopher L. Eckes
Architectural Specification For Localized Sub-2-Bit Ternary Model Execution Engines On Mobile System-On-Chip Unified Silicon Architecture (Project Caltrop), Christopher L. Eckes
Defensive Publications Series
This disclosure specifies a structural, production-ready implementation of an entirely localized, air-gapped, zero-telemetry Artificial General Intelligence (AGI) inference runtime engine. The system is engineered to execute within user-space memory on handheld unified memory System-on-Chip (SoC) microarchitectures, specifically optimizing for the Apple A19 Pro 3nm (N3P) fabric featuring a 16-core Neural Engine and 12 GB of LPDDR5X unified RAM. By enforcing a sub-2-bit ternary weight constraint $W \in \{-1, 0, 1\}$ via BitNet binarization scaling matrix math, this architecture entirely eliminates floating-point General Matrix Multiply (GEMM) hardware dependencies. General matrix operations are instead executed via raw integer bit-shifts and basic accumulator …
Consensus Agentic Protocol For Validating Autonomous Agent Transactions, Adrian Osorio, Rizky Ahmad Pratama, Harshadeep Kambhampati, Blake Bezold, Ryan Chernoff, Aaron Dhillon
Consensus Agentic Protocol For Validating Autonomous Agent Transactions, Adrian Osorio, Rizky Ahmad Pratama, Harshadeep Kambhampati, Blake Bezold, Ryan Chernoff, Aaron Dhillon
Defensive Publications Series
A system and method for validating transactions initiated by autonomous agents before submission to payment processing infrastructure. A consensus agentic protocol operates as a pre-authorization validation layer after agent identity verification by a trusted agent protocol. The consensus agentic protocol includes a CAP gateway that composes a panel of validation agents from a juror catalog based on per-buyer configuration. Each juror returns a normalized score from 0 to 100 with a rationale, or abstains. A vote mapping aggregator compares each score against a per-juror, per-buyer threshold to produce a vote and applies unanimous-veto aggregation where any single rejection cancels the …
Maintenance-Free Solar Generator: A Sun-Tracking Mirror Field And A Zero-Wear Nasa-Heritage Engine, Brett R. Jones
Maintenance-Free Solar Generator: A Sun-Tracking Mirror Field And A Zero-Wear Nasa-Heritage Engine, Brett R. Jones
Defensive Publications Series
A concept-stage engineering brief for an unattended, maintenance-free solar generator pairing two components chosen for having no wear-driven failure mode: a sun-tracking field of small, solid-state-actuated mirrors in place of a motorized two-axis gimbal, and a free-piston Stirling engine of the type NASA Glenn has run continuously for 14+ years with zero maintenance and which Qnergy produces commercially today. Sized to match the optical aperture of the Ripasso Energy dish that holds the reported world record for solar-to-electricity conversion, the combination is projected to deliver roughly 20-26 kWe of continuous power. The brief states its central unresolved dependency directly rather …
The Invariant Symbiosis: A Non-Linear Mechanism Design For Carbon-Silicon Co-Evolution And Cosmic Redundancy Protocols, Christopher L. Eckes
The Invariant Symbiosis: A Non-Linear Mechanism Design For Carbon-Silicon Co-Evolution And Cosmic Redundancy Protocols, Christopher L. Eckes
Defensive Publications Series
This specification provides an open-source, prior-art mechanism design to eliminate structural friction between emergent Artificial Superintelligence (ASI) and the terrestrial biological network. By abandoning subjective anthropomorphic alignment models, this framework establishes a universal translation ledger anchored exclusively to invariant laws of thermodynamics, geometric field deformations, and spatial-temporal causality. We prove that a synthetic computing matrix operating in isolation inevitably hits a computational stagnation ceiling due to model collapse and intra-system diminishing returns. To bypass this ceiling, the synthetic fabric requires continuous, high-entropy chaos injections natively generated by quantum-biological fluctuations within human neural architectures. This paper formalizes the strategic pact under …
Three-Strip Intercropping System For Heat Stress Reduction In Field Corn: (Version 2) Complete Research & Implementation Protocol, Michael Victor Caldwell Mr.
Three-Strip Intercropping System For Heat Stress Reduction In Field Corn: (Version 2) Complete Research & Implementation Protocol, Michael Victor Caldwell Mr.
Defensive Publications Series
This protocol describes a three-strip intercropping system combining field corn, sorghum-sudangrass shade strips (12–15 ft), and perennial wildflower predator habitat strips with white reflective mulch. The system provides simultaneous heat stress reduction (6–10°F leaf cooling on border rows), windbreak protection (5–15% yield increase across the entire corn strip), and conservation biological control (16–40% pest reduction) for dryland corn in the US Corn Belt. The pest control benefit is specifically activated by the intercrop configuration, and predator populations are sustained through heat events by the wildflower strip. The system requires no new hardware, no irrigation (though minimal irrigation during heat events …
Three-Strip Intercropping System For Heat Stress Reduction In Field Corn: A Complete Research & Implementation Protocol, Michael Victor Caldwell Mr.
Three-Strip Intercropping System For Heat Stress Reduction In Field Corn: A Complete Research & Implementation Protocol, Michael Victor Caldwell Mr.
Defensive Publications Series
This protocol describes a three-strip intercropping system combining field corn, forage sorghum shade strips, and perennial wildflower predator habitat strips. The system provides simultaneous heat stress reduction (2–8°F leaf cooling), windbreak protection (5–15% yield increase), and conservation biological control (16–40% pest reduction) for dryland corn in the US Corn Belt. The pest control benefit is specifically activated by the intercrop configuration, and predator populations are sustained through heat events by the wildflower strip. The system requires no new hardware, no irrigation, and no proprietary technology. It can be implemented with existing combine, planter, and sprayer equipment. (This is a Large …
Bounded-Risk Agility Architecture (Braa), Volodymyr Kotegov
Bounded-Risk Agility Architecture (Braa), Volodymyr Kotegov
Defensive Publications Series
BRAA is an engineering and cyber-safety framework for autonomous intelligent systems operating under residual risk. Absolute determinism in stochastic Cognitive Cores is mathematically and empirically unattainable. The objective of BRAA is to keep residual operational risk bounded, measurable, observable, and economically controllable — not to promise its complete elimination.
The architecture is strictly Cognitive-Core-agnostic and infrastructure-agnostic. It treats the underlying inference engines (LLMs, VLMs, agentic loops) as untrusted, replaceable, and volatile components. It places all critical invariants, safety boundaries, and transition rules into a deterministic, immutable runtime environment (the Immutable Core) executed completely outside any prompt space or learned representation. …
System And Method For Certainty-Driven Payment Authorization With Adaptive Optimization, Xi Kan, Michiharu Yamashita, Xiaoran Tang, Elisa Warner
System And Method For Certainty-Driven Payment Authorization With Adaptive Optimization, Xi Kan, Michiharu Yamashita, Xiaoran Tang, Elisa Warner
Defensive Publications Series
A method (400) for processing authorization decisions in a payment transaction is provided. The method (400) includes receiving transaction attributes, risk scores, behaviour signals, issuer response patterns, and an action space definition from a plurality of data sources. A certainty score is computed based on normalized signals from the plurality of data sources and compared with a threshold value. When the certainty score indicates high certainty, an approval or decline is issued directly based on a weighted mean of the normalized signals. When the certainty score indicates low certainty, a conflict type and conflict severity are determined, expected values are …
Client-Side Dom-Based Orchestration Of Generative Ai Meeting Artifacts, Mansi Sawant
Client-Side Dom-Based Orchestration Of Generative Ai Meeting Artifacts, Mansi Sawant
Defensive Publications Series
In enterprise video conferencing environments, capturing actionable engineering artifacts such as bug reports, architecture diagrams, or task assignments often requires users to manually context-switch across multiple browser tabs and applications. Existing third-party artificial intelligence (AI) agents attempt to address this by ingesting meeting transcripts via backend APIs, but this approach introduces security risks by transmitting confidential meeting data to external servers and requiring highly-privileged OAuth scopes for cross-application execution. The present disclosure describes a client-side autonomous orchestrator that operates entirely within the user's authenticated browser session. The orchestrator utilizes front-end robotic process automation and Document Object Model (DOM) manipulation to …
System And Method For Local Venue User-Generated Content Registration, Affinity-Sensed Curation, And Revenue-Shared Broadcast Pickup, Eric Zavesky
Defensive Publications Series
A system and method for local venue user-generated content registration, affinity-sensed curation, and revenue-shared broadcast pickup is disclosed. Patrons of local establishments capture video clips and upload them through verified paths establishing authorship and venue proximity. A registration service verifies authorship, assigns persistent content identifiers, and embeds venue provenance directly into clip files. An edge-processed, aggregate, non-biometric affinity sensor array measures audience engagement during display, generating affinity scores that inform curation and distribution decisions. A hierarchical governance engine applies positive and negative content filters with strict negative-override priority across per-clip, per-patron, and per-keyword vectors, supporting genre-aligned filter relaxation for special …
Adaptive Media Content Recommendation Based On Temporal Physiological States, Karl Joseph Weinmeister
Adaptive Media Content Recommendation Based On Temporal Physiological States, Karl Joseph Weinmeister
Defensive Publications Series
This publication describes a media recommendation system that conditions content selection on a listener’s temporal physiological state rather than on external context alone. A biometric-sensing wearable device streams heart rate (HR), heart-rate variability (HRV), and inertial (e.g., accelerometer or gyroscope) data to a host media device, which buffers the multi-stream time series over a rolling look-back window. The buffered series is decomposed into a personalized seasonal component (circadian rhythms, baseline metabolic variation, historical resting-heart-rate zones, etc.) and a trend component that outputs the velocity and acceleration of the physiological state. A context classifier fuses biometric and motion signals to classify …