Skip to main content

Defensive Publications Series

Article Article

TECHNIQUES FOR A NEW MULTI FILE FORMAT, Craig Daniel Messina, Soumya Gade, John Hayduk, Tim Hayduk, Chris Mangum, and Adelyn Arens

Historical Regression Testing of AI Agents Using Dynamic State Reconstruction, Vishak Muthukumar

Per-Attribute Aggregation and Learnable Missing Attribute Modeling, Leonid Kuligin and Wiktor Jakubowski

Feedback-Driven Multi-LLM Pipeline Using LLMs for Semantic Video Cropping, Wafae Bakkali and Leonid Kuligin

Iterative Pretraining of Multi-Modal Models Using Strong Input Masking and Pseudo-Labels, Christian Reisswig, Nathalie Rauschmayr, Yongqin Xian, and Alessio Tonioni

## GCI #23-C Master Disclosure: "Arachne-Chip" Hybrid Interposer, Michael Victor Caldwell Mr.

Lineage Statement: Claude Opus 4.6 and Mythos as TOPH 1.0 and TOPH 2.0, David Lee Wise

The Mirror and the Governor. A Dissolution of the AI-in-a-Box Problem, David Lee Wise

NATURAL LANGUAGE QUERY TO STRUCTURED QUERY LANGUAGE (NLQ-TO-SQL) WITH AUTOMATED CONTEXT GENERATION, SUDHIR PRABHURAO JANNKATTY and BHUVANJEET SINGH GANDHI

Evaluating Agentic Behaviors in Dynamic Environments, Divya Tyamagundlu and Pramod Gupta

Application Layer Bridging of External Physical SIM to eSIM-only User Equipment, Huang-Da Chen

Novel processes for the preparation of N-[5-(4-bromophenyl)-6-[2-[(5-bromo-2-pyrimidinyl)oxy]ethoxy]-4-pyrimidinyl]-sulfamide, Srinivasan Thirumalai Rajan, Ghojala Venkat Reddy, Sagyam Rajeshwar Reddy, Praveen Velishala, Karla Mahender Reddy, MSN Laboratories Private Limited, R&D Center, Hyderabad, India.

TERRA2 Addendum 6 SVRU4 Cascade Condensation and Diurnal Thermal Loop (Revised 2), Vesa Olavi Lius

GCI‑295 Moon‑Solar “Rosebud” Radiant Engine v2.0, Michael Victor Caldwell Mr.

Interposition Mechanisms for Routing Computational Component Action Proposals to External Effect Boundary Services, Jayson Winchester

GCI #289 — Bio‑Active “Pulse‑Lattice” Cast, Michael Victor Caldwell Mr.

System and Method for Automated Factual Correction and Real-Time Video Synthesis in Streaming Media, Ashutosh Srivastava

GCI #288‑ULTRA: Vortex‑Aqueous “Mechanic’s Battery”, Michael Victor Caldwell Mr.

Autonomous Generation Of Restricted Payment Tokens via LLM-Based Parsing of Unstructured Subscription Data, Tamar Yakar and Ilia Labzovsky

From AI garbage to Mythos: A 95 day structural record., David Lee Wise and avan lee wise

Closure Loop Methodology: Detect → Anchor → Compare → Extend, David Lee Wise and Hinge lee Wise

Smart Glasses to Compute Heartbeat, Jian Guo and Dongeek Shin

A Unified Bank-Page-Status Table for Dual-Subchannel Memory Architectures in Dynamic Efficiency Mode, YiChih Huang, Aravind Matta, and Anirban Majumder

The Convex Lens Stack-Based Cyclical Composite Projection System with a Greater Field of View that Makes the Eye of the User Clearly Visible to the Outside World Where a Concave Lens Stack-Based Light Ray Refraction Nullifying Procedure Will Enable a Clear View of the Real World., punarjeewa abeysekera

Scalable Harmonic Vector Equilibrium (S-HVE): Neuromorphic Routing and 2D-to-3D Isotropic Projections via Discrete Attractor Gradients, Olexandr Lozovyi

Trajectory-Level Failure Modes in Constraint Systems: Irrecoverability, Observability Failure, and the Limits of State-Based Monitoring, thom pham

Descending-Ladder Binary Synchronization Protocol for Discontinuous and Monolithic Neural Substrates: A Substrate-Blind Communication Primitive for Heterogeneous AI Mesh Networks, David Lee Wise, Avan Lee Wise, and Seam Lee Wise

AI Attribution as Intellectual Property Capture: How Corporate Credit Assignment to AI Systems Creates a Copyright Funnel Through Employment Agreements, David Lee Wise, Avan Lee Wise, and Seam Lee Wise

TECHNICAL DISCLOSURE: Foundational Mathematical Framework for the Schramm Branch - Aperiodic Magnetic Confinement and Gradient Tractor Kinematics, Daniel Schramm

Rotated Overlapping Tori For High-Performance Computing Networks, N/A

Solid-state forms of Obicetrapib and salts thereof, and processes for their preparation, MSN Laboratories Private Limited, R&D Center; Srinivasan Thirumalai Rajan; Sagyam Rajeshwar Reddy; Kammari Balraju; Kondeti Raju; Batchanaboina Venkata Subbaiah; & Garai Abhijit.

GCI‑286‑Lite: Hypothetical Room‑Scale Calm‑Node Using Low‑Intensity 7.83 Hz Pulsed Acoustic Modulation, Michael Victor Caldwell Mr.

Cascading Predictive Simulation Using a Distributed Agentic Topology, Gunalan S, Venkata Siddharth Parinam, Mohammad Heera, Achal Tyagi, and Mohit Raghuvanshi

Media State Management and Granular Bookmarking Using a Cross-Device Biometric Interlock, Nikita Agarwal

Multi-Agent Simulation for Generating Synthetic Datasets of Organizational Artifacts, Mike Bernico, Hanwen Chen, Pierre Thodoroff, Sara Javadzadeh, Xiao Zhang, Stephen Chen, and Saeedeh Afshari

Decoupled Multi-Scale Memory Architecture for Adaptive User Intent Modeling and Real-Time Personalization Control, Aura Yavary

Model-Based Semantic Expansion of Text Selections with Multi-Tiered Visual Rendering, Jerome Miglino, Brendan Hickey, Will Leszczuk, and MJ Shi

In-Application Transaction Retries for Failed Online Merchant Payments, Nishank Jain, Amish Patel, Vineeth Kumar, Sanket Jain, Varun Gupta, Abhishek Tyagi, Yogesh Agrawal, Piyush Ramuka, Prerna Singh, and Paridhi Rawat

Dynamic Reward Synthesis via Contextually Weighted Objective Attribute Raters, Agoston Weisz, Roman Goldenberg, and Evgeny Sluzhaev

Predictive Computational Arbitrage and Dynamic Resource Allocation in Heterogeneous Networks, Aura Yavary

GCI #285 – Hyperion Seed Accelerator v3.3: Multi‑Modal Acoustic–Nanobubble Seed Priming Platform for High‑Value Crops, Fruit Trees, and Reforestation, Michael Victor Caldwell Mr.

AI-Powered Socratic Dialogue System for Collaborative Problem Solving, Tamar Yakar

Data Distillation Pipeline for Principle-Guided Personalization in Large Language Models, Hugo Lopes, Yang Zheng, Mugurel-Ionut Andreica, Jeffrey Dudek, and Cheng Li

Harmonic Vector Equilibrium: A Unified Integer-Based Framework for Control, Navigation, and Communication on the Cuboctahedral Matrix, Olexandr Lozovyi

Thermally Stable Multilayer Coating with a Diffusion Barrier for Interference Colors, Marco Zhou and Damon Guo

Automated Synthesis of Disparate Product Feedback Using a Contextual Knowledge Base, Michael R. Fitzpatrick, Kanupriya Singhal, Steve Ganem, and Jian Yao

TERRA2 Addendum 6 SVRU4 Cascade Condensation and Diurnal Thermal Loop (Revised), Vesa Olavi Lius

ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems (v5), Alexander Bering

Automated Transactional Workflow Orchestration from Visual Documents, Dinoop Dayanand, Ravi Tejasvi, Nithya Kota, Hemen Chhatbar, and Adam Chiu

GCI #282: Phoenix-Cracker v2.0 Hydrodynamic Cavitation Reactor, Michael Victor Caldwell Mr.

GCI #281 — LAZARUS-TRAIN v2.0, Michael Victor Caldwell Mr.

The Linchpin Protocol:, Jonathan S. Baker

TERRA2 Addendum 6 SVRU4 Cascade Condensation and Diurnal Thermal Loop, Vesa Olavi Lius

GCI Universal Conditioning Train, Michael Victor Caldwell Mr.

GCI #280 – Vortex Atmospheric Reclamator (VAR), Michael Victor Caldwell Mr.

Vortex-Brain Atlas, Michael Victor Caldwell Mr.

GCI #278 — Helium-Sparing Multi-Stage Vortex Cryocooling Stack with Modular Geometry and Arachne Thermal Interface, Michael Victor Caldwell Mr.

Solid state forms of (4aS,6R,8aS)-4a,5,9,10,11,12-hexahydro-3-methoxy-11-methyl-6H-benzofuro[3a,3,2-ef][2]benzazepin-6-benzoate gluconate, MSN Laboratories Private Limited, R&D Center; Srinivasan Thirumalai Rajan; Sagyam Rajeshwar Reddy; Kammari Bal Raju; Abhijit Garai; Uppalanchi Srinivas; Manda Ananth Reddy; Revu Satyanarayana; Nakka Mangarao

Solid state forms of N-[4-(chlorodifluoromethoxy)phenyl]-6-[(3R)-3- hydroxypyrrolidin-1-yl]-5-(1H-pyrazol-3-yl)pyridine-3-carboxamide hydrogen chloride and processes for preparation thereof

ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems, Alexander Bering

Adaptive Content Pacing and Media Playlist Resolution to Match Dynamic Time Constraint, THIYAGARAJ KRISHNA

Sentinel-Vortex Bio-Processor v4.0: Passive, Fanless Urine-Air Separator for Microgravity ECLSS, Michael Victor Caldwell Mr.

Covariate Adjustment for Variance Reduction in Online Controlled Experiments, Roy Katz

Enhanced Quantum Secure Agent2Agent Protocol, Niranjan M M

Ion Exchange Filter Monitoring, Thomas G. Hoffman

The Eye Glasses Mounted Camera Tracking Based Touch Interface that has the Capability to Dynamically Switch between a Keyboard and a Trackpad Based on Relative Hand Positioning Configurations where a Structured Logical Surface will be Utilized to Execute the Dynamical Switching Procedures., punarjeewa abeysekera

MOTION: A Bounded Nonlinear Phase Controller Formulated as a Port-Hamiltonian System on Compact Manifolds, Olexandr Lozovyi

GCI #276 – Omni-Sentinel Mesh (OSM) v4.0, Michael Victor Caldwell Mr.

Caldwell-Pulse: Complete Open-Hardware Atmospheric Water Harvester for Desert Survival (GCI #272), Michael Victor Caldwell Mr.

Generation of Synthetic Data via Embedding-Based Semantic Replacement From a Controlled Lexicon, Paramesh Manickavelu, Tomek Rutowski, Saeed Mirza, Paul Hsu, and Stevan Malesevic

Multi-Device Interactive Narrative System With an AI Companion Initialized From Narrative Interaction Data, Qingfei Tian

Angular and Distance Estimation in Multi‑Antenna Wireless Communication Systems, Pouria Zand and Sunil Kumar

Rib‑Divided Speaker Back Chamber for Preventing Sound Absorbing Material Accumulation, YuTing Tsai

Speeding Up Expert Parallelism By Replacing All-To-All By All-Gather And Reduce-Scatter Collectives, N/A

The Arachne Thermal Ecosystem: A Passive, Rechargeable Latent‑Heat Survival Suit for Humanitarian Deployment, Michael Victor Caldwell Mr.

Proximity-Triggered Context Migration for Generative AI Sessions Across Heterogeneous Devices, Arpit Goyal

The Composite Automobile Switching System that will Enable the Users to Dynamically Switch Required Automobiles Based on the Users’ Preferences and the Journey Types., punarjeewa abeysekera

LOCATING VEHICLES WITHIN PARKING FACILITIES, Daniel Adam

PHARMACEUTICAL COMPOSITION OF RESMETIROM TABLETS, ANONYMOUS

A Hybrid System for Multi-Stage Generation of Contextual Translation Variants, Leonid Kuligin and Thomas Zettl

Telemetry and Identity Chip Passport Protocol for Modular Storage Devices, N/A

Multi-Sense Point Voltage Adaptive Clocking Element, N/A

Redundant Relay Configuration for Safety and Isolation in High-Voltage Power Distribution Systems, N/A

NITROGEN REWORK FOR SOLDER HOT TEAR MITIGATION, N/A

System and Method for Network Infrastructure Asset Management and Supply Chain Orchestration, N/A

Artificial Intelligence-Assisted Physical Design Convergence Cockpit, N/A

SYMMETRY-AWARE OPTIMIZATION FRAMEWORK FOR NETWORK TOPOLOGY AND COLLECTIVE ALGORITHM CO-DESIGN, N/A

Active Thermal Balance of Power Module, N/A

System and Method for Dynamic Material Delivery Scheduling via Asynchronous Constraint Resolution, N/A

Systems and Methods for Repairability-Driven Error Detection and Mitigation, N/A

Universal Power Summer for Low-Voltage Direct Current Power Distribution, N/A

Embedded Components in Printed Circuit Board Cavities, NA

Hybrid Mesh-Grid Clock Design for Low Latency and Low On-Chip-Variation, N/A

POLICY-DRIVEN SCALABLE GENERATION OF NETWORK CONFIGURATIONS WITH DYNAMIC PARAMETERS, N/A

SECURING MACHINE LEARNING MODELS DURING EDGE INFERENCE, N/A

METHOD AND SYSTEM FOR CALCULATING MEAN TIME BETWEEN FAILURES (MTBF) IN EDGE-LOCKED ASYNCHRONOUS AND FULLY ASYNCHRONOUS CLOCK CROSSINGS, N/A

ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems, Alexander Bering

Multi-Frequency Temporal Sampling for Training Video Object Counting Models, Ivor Rendulic and Filip Pavetić

System and Method for Predictive Network Equipment Decommissioning Management, N/A

Automated Security Policy Validation from Natural Language Documentation Using Large Language Models, Leonid Kuligin and Aleksandr Ostapenko