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Defensive Publications Series

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SYSTEM AND METHOD FOR CRYPTOGRAPHICALLY VERIFYING AUTONOMOUS AGENTS IN MERCHANT TRANSACTION SYSTEM, Sumit Kumar Roy, R V. Vighnesh, Apurba Pandey, and Komaljot Kaur

GCI Universal Wildfire Conversion Skid (UWCS‑1 / UWSM‑1) An Open‑Hardware Retrofit Architecture for Converting Existing Water‑Carrying Fleets into Wildfire Suppression Assets, Michael Victor Caldwell Mr.

GCI‑501 TORNADO RESONANCE‑DETECTION & EARLY‑ACTION MODULE (TRD‑EAM) v1.0 Open‑Hardware Tornado Early‑Warning Device, Michael Victor Caldwell Mr.

GCI‑400 ARG‑CM v1.0 — Atmospheric Resonance‑Guided Climate Modulation Network, Michael Victor Caldwell Mr.

GCI‑322 ARPN v1.1 — Atmospheric Resonance‑Prediction Network, Michael Victor Caldwell Mr.

Technical Disclosure: Socio-Technical Governance & Prerequisite Safety Disciplines for Metric-Shift Propulsion Systems, Christopher L. Eckes

Technical Disclosure: The Citadel-Concentric Transit Architecture, Christopher L. Eckes

Deterministic, Model-Independent Grounding-Integrity Mechanisms for Retrieval-Augmented and Agentic Language-Model Systems, Roberto A. Wenzel

Caldwell Global Humanitarian Open‑Hardware Portfolio Off‑Grid, No‑Power, Low‑Infrastructure Solutions for Water, Food, Energy, Health & Disaster Resilience, Michael Victor Caldwell Mr.

Dynamically Constructing Geographically Optimized Routing Graphs From Unstructured Multi-Modal Media, Nikita Agarwal

Mitigating Engagement Bias in Recommendation Architectures for Media Platforms, Acar Ary, Jason Sun, and Ayush Patwari

Defensive Publication: Batch-Aware Cross-Iteration Cache Reuse Prediction for SSD-Backed Embedding Training, Anonymous

Defensive Publication: Closed-Loop Feedback-Driven Dynamic Tier Sizing for Multi-Level Embedding Cache Hierarchies, Anonymous

Machine-Learning-Driven Predictive Prefetch for SSD-Backed Embedding Tables Using Access Pattern Modeling, Anonymous

Hierarchical Tiered Storage for Variable-Size Per-User Inference State in LLM-Based Recommendation Systems, Anonymous

Compression-Aware Asymmetric-Precision Pipeline for SSD-Backed Embedding Tables, Anonymous

Distribution-Aware Fixed-Scale Quantization with Sigma-Delta Error Correction for Tiled Attention Computation, Anonymous

Low-Bandwidth Call Mode Using Audio-Derived Expression and Gesture Parameter Streaming, Anonymous

Proactive Context-Aware Browser Extension Overlay for Advertising Infrastructure Diagnostics and Automation, Anonymous

Organizational Meta-Learning and Adaptive Escalation for Autonomous Multi-Agent Systems, Anonymous

Autonomous Infrastructure Provisioning and Adaptive Governance for Multi-Agent Collaboration Systems, Anonymous

Closed-Loop Document Enhancement Using Retrieval Failure Signals, Anonymous

Dual-Model Advantage Function Architecture for Debiased User Feedback Signals in Digital Advertisement Pricing, Anonymous

Protocol Bridge Architecture for Chat-Directed Cloud AI Agent Access to Local Application Interfaces with Knowledge Base Integration, Anonymous

Semantic Prompt Analysis and Intent-Preserving Reconstruction for Generative AI Content Systems, Anonymous

Data-Driven Surface-Targeted Enforcement for Content Integrity Violations on Social Media Platforms, umar bakhsh

Tiered Expert Calibration Framework for Autonomous Large Language Model Assessment Systems, Anonymous

Entity-Level Content Cloning Detection with Multi-Layered Eligibility Framework for Social Media Platforms, Anonymous

Multi-Modal Cross-Platform Recommendation System with Aggregated Social Context Signals, Anonymous

Protocol Bridge Architecture for Chat-Directed Cloud AI Agent Access to Local Application Interfaces with Knowledge Base Integration, Anonymous

Dual-Vocabulary LLM Recommendations, Anonymous

Automated Insights Generator, Anonymous

Dynamic Image Conversion, Anonymous

Standard Model Template, Anonymous

Dynamic K-Anonymity, Anonymous

Hypernetwork Cross-Attention, Anonymous

Pareto Beam Search, Anonymous

Composed OT Beam Search, Anonymous

Automatic Discovery of User Intent Categories in Conversion Rate Prediction Using Differentiable Discrete Routing, Anonymous

SRAM-Packed Multi-Leaky-Bucket Rate Limiter with Timer-Tick Scrubbing, Pipelined Read-Modify-Write Forwarding, and CSR Priority Escalation, Anonymous

Recoverable Multimedia Export with Pre-Export Validation and Element-Level Automated Remediation, Anonymous

Ensemble Model Divergence Analysis for Adversarial Prompt Detection in Generative AI Systems, Anonymous

Simpson's Paradox Detection and Granularity-Adaptive Behavioral Curve Estimation for Recommendation Systems, Anonymous

Computational Vertical Binocular Disparity Calibration Method for Augmented Reality Displays with Perceptual Tolerance-Based Statistical Assessment, Anonymous

Active-Feedback User Simulation Agent for Bidirectional Content Retrieval in Recommendation Systems, Anonymous

Encoding-Aware Collusion Detection and Intervention System for Autonomous Pricing Markets, Anonymous

Temperature Selection for Knowledge Distillation in Mixed-Vocabulary Models, Anonymous

Multimodal Session Simulation with Sequential User State Evolution for Content Ranking, Anonymous

Dual-Table Hardware Architecture for Frequency-Adaptive Memory Access Management in Accelerator Systems, Anonymous

Language Model System for Account Compromise Detection via Multi-Signal Business Graph Reasoning, Anonymous

Neural Network-Based Feature Imputation for Privacy-Constrained Environments Using Cross-Population Training, Anonymous

Multi-Root Trust Chain Management for Secure Boot Firmware Development and Signing Infrastructure, Anonymous

Multi-Resolution Image Segmentation with Selective Region-Based Detail Refinement, Anonymous

Multi-Modal Social Context Detection and Automated Environment Behavior Adaptation, Anonymous

Split-Trust Key Derivation for Passkey-Authenticated Encrypted Data Backup and Recovery, Anonymous

Quorum-Certified Partial State Recovery in Replicated Distributed Systems, Anonymous

AI-Driven Contextual Terminology Definition Generation for User Interface Elements, Anonymous

Context-Guided AI Data Activation Control System with Policy-Constrained Planning and Validation-Gated Export, Anonymous

Dual-Randomization Experimentation Framework with Routing-Based Isolation for Agent-Facing Workflow Systems, Anonymous

Neuro-Symbolic Business Account Compromise Detection with Agentic AI and Inductive Knowledge Discovery, Anonymous

Attractor Surgery for Post-Training Repair of Collusive Pricing Policies via Targeted Q-Entry Editing, Anonymous

Distributed Reconfigurable Logic Cells for Zero-Respin Post-Tapeout Silicon Defect Recovery, Anonymous

Smart Composer with Graduated AI Engagement Modes for Business Customer Conversations, Anonymous

Unified Property Declaration System for Entity-Component State and World-Scope Governance Records, Anonymous

Temporal Mask Refinement for Real-Time Portrait Matting via Motion-Guided Spatial Smoothing with Confidence-Core Motion Propagation, Anonymous

Adaptive Real-Time Video Communication with Latency-Aware Codec Selection and Asymmetric Codec Design, Anonymous

Routing Stability in Co-Evolving Machine Learning and Language Model Decision Systems, Anonymous

Aggregate CPU Core Frequency Scoring for Instant Mobile Device Performance Classification, Anonymous

Stochastic Codebook Nearest-Neighbor Decoding for Robust Digital Watermark Recovery, Anonymous

Autonomous Configuration Parameter Range Discovery and Optimization Using Co-Located Runtime Feedback, Anonymous

Provenance-Bound Per-File Pseudonymisation Tokens and Field-Role-Aware Routing for Privacy- Preserving Use of Cloud Large Language Models, Tiago Rosado

Provenance-Bound Capability-Envelope Pinning of an MCP Tool Surface with Block-and-Re-Approve Enforcement on Semantically-Meaningful Structural Change and Import-Time Semantic-Intent Screening, Tiago Rosado

Single-Use Capability-Handle Binding of a Re-Identification Correspondence Map, with Role-Scoped Step-Up-Gated Reveal and Handle-as-Authenticated-Data, for Reversible Pseudonymisation at an LLM Security Gateway, Tiago Rosado

human artfully crafted intellegence .haci, David Lee Wise

Human artfully crafted intellegence namespace, David Lee Wise

GCI SEISMIC RESILIENCE SUITE v1.0 A Full, Open‑Hardware, Builder‑Ready Seismic Protection Architecture, Michael Victor Caldwell Mr.

Cost, Safety, and Durability Guardrails for a Ticket‑Driven Autonomous Software‑Delivery Control Plane, Troy J. Sampson

Method for Accelerating Field-Programmable Gate Array Emulation Using Pre-Optimized Memory Implementation, N/A and

Volumetric visual displays that form a three dimensional image within a transparent solid volume, and methods of fabricating and driving them., Marshall E. Sprague

Hybrid Thermal Bridge System for Cooling Irregular Electronic Components in Sealed Server Chassis, N/A and

Service-Aware Dynamic Voltage and Frequency Scaling via Thread Attribution and Synchronous Lock Interception, Vadlamudi Venkata Girish

Tiered-Boot Capability Kernel for an AI-Agent Platform, gustavo matthew Assuncao

Tiered-Boot Capability Kernel for an AI-Agent Platform, gustavo matthew Assuncao

Per-Route Fail-Closed Multi-Provider LLM Routing, gustavo matthew Assuncao

Task-as-Hub Coordination for a Mixed Human/AI-Agent Workforce, gustavo matthew Assuncao

Capability-Scoped Task Envelopes with Reserved-File Token Broker for Concurrent AI Coding Agents, gustavo matthew Assuncao

Sleep-Gated Dream Memory Consolidation for AI Personas, gustavo matthew Assuncao

Idle-Triggered Curiosity Engine for AI Agents, gustavo matthew Assuncao

Per-Persona Token Budget Tracker with Strategy Bias, gustavo matthew Assuncao

Per-Persona Token Budget Tracker with Strategy Bias, gustavo matthew Assuncao

Resource-Provider RBAC for Multi-Domain AI Platforms, gustavo matthew Assuncao

Two-Tier Attention Queue with Amortized Triage, gustavo matthew Assuncao

Hybrid RAG Ranking with Graceful LLM Fallback, gustavo matthew Assuncao

Unified Multi-Channel Messaging History, gustavo matthew Assuncao

Dynamic Confidence Bands per Action Type, gustavo matthew Assuncao

Persona Mailbox Auto-Provisioning with Credential Rehydration, gustavo matthew Assuncao

Multi-Provider Voice Pipeline with Lazy Key Routing, gustavo matthew Assuncao

Proactive-Action Engine with Layered Cooldowns, gustavo matthew Assuncao

DYNAMIC CONTEXT‑AWARE TOKENIZATION FOR INTENT‑DRIVEN AGENT‑TO‑AGENT TRANSACTIONS, CHANDRA SHEKHAR MATAM, HARSHWARDHAN TRIPATHI, and NANCY LAKRA

Novel polymorph of Pirtobrutinib and process for preparation thereof, MSN Laboratories Private Limited, R&D Center; Srinivasan Thirumalai Rajan, Sagyam Rajeshwar Reddy, Keshavareddy Navin Kumar Reddy, Parigi Raghavendra Reddy & Yata Murali