An Improved Process For The Preparation Of 3-Ethyl- 4-Methyl -2-Oxo-N- (4-Sulfamoyl Phenethyl)-2,5-Dihydro- 1h-Pyrrole-1-Carboxamide

Defensive Publications Series

ABSTRACT

Title: An improved process for the preparation of 3-ethyl- 4-methyl -2-oxo-N- (4-sulfamoyl phenethyl)-2,5-dihydro- 1H-pyrrole-1-carboxamide.

The present application relates to an improved process for the preparation of 3-ethyl- 4-methyl -2-oxo-N- (4-sulfamoyl phenethyl)-2,5-dihydro- 1H-pyrrole-1-carboxamide of formula-1 is the key intermediate of Glimepiride.

The Savage Ontology V2: A Complete Physical Theory Of Certified Computation, Nick Y. Savage

Defensive Publications Series

Defensive publication establishing prior art for the Savage Ontology — a closed, self-consistent physical theory of certified computation consisting of eight theses: (1) Information has physical observables (Flux Tensor), (2) The computational manifold is triply constrained (symplectic, holographic, causal), (3) Computational time is derived from topology (Topological Clock), (4) The system converges to a golden-ratio-governed fixed point (φ from α²−α−1=0), (5) Self-repair is a theorem (100/100 adversarial attacks repaired), (6) Cognition is thermodynamic (Landauer-complete), (7) Computation is causally isolated (Causal Diamond), (8) The Savage Limit εs=10⁻⁶ certifies every state transition.

Architecture: SIA-v6 (Symplectic Inference Architecture, Version 6) Verification: 1,565/1,565 test …

Adapting Biometric Data Broadcast Rate Based On Physiological State And Receiver Capabilities, Sudeep Chauhan, Sumukh Shevde

Defensive Publications Series

Static, fixed-rate broadcasting of biometric data from wearable devices can lead to inefficient power consumption, as data transmission frequency may not align with a user's activity level or a receiving equipment's needs. A system is described for adaptively controlling wireless transmission parameters based on real-time conditions. A data-source device, such as a wearable computer (e.g., a smartwatch, fitness tracker, or augmented reality device), can analyze a user's physiological state to classify activity levels, for instance, a steady state or a high-variability state. Concurrently, the device may negotiate capabilities with a data-receiving device, such as exercise equipment (e.g., a treadmill or …

Personalized Environmental Risk Alerting Via Fusion Of Physiological, Environmental, And Contextual Data, Sumukh Shevde, Sudeep Chauhan

Defensive Publications Series

Personal health monitoring devices may detect physiological changes but can lack environmental context to determine a cause, while environmental alert systems may rely on generic, non-personalized data. Systems and methods are described that can algorithmically fuse multiple data streams. These streams can include real-time physiological data from a wearable computing device (e.g., a smart watch, fitness tracker), such as heart rate variability; hyperlocal environmental data, such as air quality or noise levels; and contextual data, such as a user's location and activity level. This fusion of data may be used to compute a personalized risk index. The index may then …

Peer-To-Peer Relay Of Emergency Signals Following Primary Communication Link Failure, Sumukh Shevde, Nazih Almalki

Defensive Publications Series

The reliability of emergency signaling from computing devices (e.g., smartphones, smart watches, or wearable devices) with direct-to-satellite communication can be affected when a primary communication link is unavailable due to factors such as antenna obstruction, environmental shielding, or power constraints. Systems and methods are described that provide a peer-to-peer relay mechanism. For example, upon failure to establish a primary long-range connection, a first device can broadcast an emergency relay request using a low-power, short-range radio. A proximate second device can detect the request and, if it has a viable communication link (e.g., cellular, Wi-Fi, or its own satellite link), it …

Contextual Query Generation Using Document Semantic Structure, Jerome Miglino, Zhuowei Zhang, Corinn Herrick, Levent Bolelli, Pallav Mehta, Will Leszczuk, Mj Shi

Defensive Publications Series

Information retrieval systems can face challenges interpreting a user's intent during follow-up queries, as relying on prior query history alone may be insufficient to resolve ambiguity. Systems and methods can address this by analyzing the semantic structure of a document a user is currently viewing, such as its document object model. When a user selects text to initiate a follow-up request, the system can extract contextual information, including surrounding text and hierarchical elements like section headings. This structural context, along with the user's initial query and the selected text, may be provided to a generative model to synthesize a new, …

Generating Character-Centric Narrative Streams And Dynamic Contextual Bridging In Media Content, Nikita Agarwal

Defensive Publications Series

Media consumption by a user may be restricted to a linear playback of a media content item (e.g., a movie, a television show, etc.). In addition, or in the alternative, media consumption by a user may be restricted to playback of a media content item (e.g., a movie, a television show, etc.) that is manually segmented by episode. The linear playback and/or the manual segmentation may present challenges for users interested in specific character arcs, experiences, or plotlines within multi-narrative media content. Following a single narrative thread in multi-narrative media content may currently involve the manual navigation of the user …

Interactive Visual Disambiguation For Natural Language Database Queries, Timo Hoyer

Defensive Publications Series

Systems that translate natural language to database queries may encounter challenges with ambiguous terms, for example, 'high-value' or 'recent'. A system for interactive visual disambiguation can visually identify and highlight uncertain terms within a user’s natural language input. A user can interact with a highlighted term to generate a manipulatable graphical tether that connects the term to an interactive logic card. This card may provide controls, such as sliders, for refining the definition of the term. As a user adjusts a definition, a data projection engine can update a data preview in near real-time to illustrate the potential impact of …

Entropy-Gated Probabilistic Inference For Optical Financial Identifier Recognition, Jack Ngare

Defensive Publications Series

Recognizing financial identifiers from variable or degraded optical inputs can be challenging, as conventional deterministic scanners may fail and general-purpose optical character recognition systems may lack semantic logic. A system can employ a cascaded inference pipeline that first assesses the visual entropy of an optical input. Based on this assessment, the input can be routed to either a fast, deterministic decoder for low-entropy signals or a probabilistic inference engine for high-entropy signals. The probabilistic engine could generate multiple candidate identifiers and use a reasoning model, constrained by financial domain logic, to evaluate a plausible candidate. A validation layer can then …

Method Of Preparing Crystalline Form A Of Ribociclib Succinate, Anonymous

Defensive Publications Series

Ribociclib is a kinase inhibitor. The active pharmaceutical ingredient Ribociclib is developed in the form of its succinate salt to improve physicochemical stability, manufacturability, and solid‑state consistency. The succinate salt exhibits enhanced crystallinity, improved filtration characteristics, and robust scalability compared to the free base.

Reduction Of Nitro Intermediates Of Anticancer Drugs Using Raney Nickel Under Basic Conditions, Anonymous

Defensive Publications Series

Reduction of nitro groups to amines is a fundamental transformation in the synthesis of several pharmaceutical drugs, including tyrosine kinase inhibitors. Industrial practice overwhelmingly favours the catalytic hydrogenation of nitroarenes using heterogeneous metals such as Ni, Pd, or Pt, owing to the method’s excellent atom economy, benign by‑product profile (water), and suitability for large‑scale operations. Raney nickel is often selected when palladium catalysts pose risks of dehalogenation or hydrogenolysis, providing a cost‑effective and robust alternative for bulk manufacturing.

The Gci Vortex Spine: Integrated Vortex‑Induced Energy Platform Using Arachne V8.7 Smart‑Skin, Resonance‑Adaptive Logic, And Gyroid‑Lattice Structural Core, Michael Victor Caldwell Mr.

Defensive Publications Series

This disclosure describes the GCI “Vortex Spine,” a modular, solid‑state energy‑harvesting platform designed for long‑duration, low‑maintenance deployment in remote or resource‑limited environments. The system integrates three independently functional inventions: (1) a vortex‑induced vibration (VIV) mechanical tower with electromagnetic generation modules, (2) an adaptive resonance‑control logic engine, and (3) the Arachne v8.7 multi‑modal Smart‑Skin substrate. The mechanical subsystem uses a gyroid‑lattice structural core and helical J‑groove surface geometry to induce controlled vortex shedding at low wind speeds. The logic subsystem uses high‑frequency kinetic sensing and adaptive load modulation to maintain structural safety and optimize power output. The Arachne v8.7 Smart‑Skin provides …

Industrial-Grade Hardening Of J-Groove Plasma Systems: Enhancing Durability And Environmental Resilience For V8.5 Commercial Deployment, Michael Victor Caldwell Mr.

Defensive Publications Series

This disclosure describes GCI Invention #18 v8.4, an adaptive helical groove geometry (“J‑Groove Forced Shedding”) designed to significantly increase the aerodynamic lift coefficient and broadband lock‑in range of vortex‑induced vibration (VIV) energy harvesters. The invention introduces a variable‑pitch J‑profile, plasma‑infused groove walls, and embedded fiber‑optic strain gauges to enable real‑time resonance tuning. The system increases vortex energy extraction by up to 40%, expands lock‑in from 3–25 mph, and provides a durable, manufacturable solution using PCB‑etched electrodes and fractal‑morphology triboelectric surfaces. This disclosure establishes prior art for adaptive forced‑shedding geometries used in bladeless wind harvesters, structural …

Premature Narrative Closure And Drift In Recursive Multi-Agent Reasoning Systems, Thom Pham

Defensive Publications Series

While experimenting with recursive reasoning systems composed of multiple agents exchanging intermediate beliefs, a recurring structural behavior was observed. Even when outputs remained syntactically valid and deterministic decoding was used, belief reinforcement cycles sometimes produced premature narrative closure before any explicit error appeared. Once such closure occurred, later perturbations could propagate and amplify through the recursive interaction loop. This note describes the phenomenon and proposes a simple stability principle governing epistemic authority in recursive reasoning systems.

Addendum No. 5: Fog Integration, Vesa Olavi Lius

Defensive Publications Series

Abstract

Addendum 4 analysed ALLFROMAIR® system performance under clear-sky conditions using passive radiative cooling. A critical operational extension is fog — a phenomenon occurring several hours per day across a wide range of climates, including coastal deserts. During fog periods, the wire-forest electrode structure already present in the system functions directly as a high-efficiency fog collector, while the DEP field actively directs droplets toward the electrode surface and vibration-desorption ensures continuous drainage.

Calculations show that ALLFROMAIR® v2 achieves 0.26–0.97 L/m²/h during fog periods (Q = η × LWC_median × v × 3.6, η = 0.72), compared with 0.07–0.35 L/m²/h for …

Addendum No. 4: Radiative Hybrid Cooling, Vesa Olavi Lius

Defensive Publications Series

Abstract

This addendum introduces a critical architectural extension of the ALLFROMAIR® system: the integration of passive radiative cooling directly into the electrode structure. Analysis of the original wire-forest configuration demonstrated that the Modified Kelvin-Thomson (MKT) effect at operational field strengths (E ≈ 1.67 MV/m) produces a vapour-pressure reduction of approximately 0.0007% — insufficient as the sole condensation driving force in sub-saturated air. The solution presented here is to supply a temperature gradient through passive infrared radiative cooling of the electrode surface, requiring no moving parts and consuming no electrical energy.

Calculations demonstrate that a SiO₂/HfO₂ selective radiative coating on an …

The Sanitized Block: Recycled‑Polymer Gyroid‑Lattice Composite For Modular Structural And Energy‑Integrated Infrastructure, Michael Victor Caldwell Mr.

Defensive Publications Series

This disclosure describes GCI #12, the Sanitized Block (v2.1), a high‑density recycled‑polymer composite engineered for modular construction and integrated energy systems. The block is produced from a blend of recycled HDPE, PP, and PET fibers, stabilized with titanium dioxide and bonded with a bio‑based resin. A gyroid‑lattice internal structure provides high strength‑to‑weight performance, passive airflow channels, and internal routing for wiring or fluid systems. External J‑Groove interlocks allow mortar‑less assembly of load‑bearing structures. The Sanitized Block serves as the structural foundation for the GCI Omni‑Vortex Kinetic Stack (Invention #11), integrates with Arachne v8.7 Smart‑Skin, and is monitored by APR AI …

Omni‑Vortex Kinetic Stack: Non‑Rotational Atmospheric Energy Harvester Using Gyroid‑Lattice Core And Helical Vortex‑Induction Geometry, Michael Victor Caldwell Mr.

Defensive Publications Series

This disclosure describes GCI #11, the Omni‑Vortex Kinetic Stack, a non‑rotational atmospheric energy harvester designed for long‑duration operation in remote or resource‑limited environments. The system replaces traditional turbine blades with a resonant vertical mast that uses controlled vortex shedding to induce mechanical oscillation. A gyroid‑lattice structural core provides high strength‑to‑weight performance and passive thermal airflow. Electrical energy is produced through linear electromagnetic generators positioned at structural anti‑nodes. Aerodynamic stabilization is achieved through adaptive boundary‑control tabs. The system integrates with Arachne v8.7 Smart‑Skin for multi‑modal harvesting and with APR AI (Invention #44) for resonance control and structural protection. This disclosure defines …

Apr Ai: Adaptive Power Resonance Logic Engine For Hybrid Energy Systems Using Vortex‑Induced Oscillation And Multi‑Modal Smart‑Skin Telemetry, Michael Victor Caldwell Mr.

Defensive Publications Series

This disclosure describes Invention #44, the APR AI (Adaptive Power Resonance) logic engine. APR AI is a low‑latency control system designed to coordinate hybrid energy harvesting across mechanical, triboelectric, thermoelectric, and kinetic subsystems. It operates as the central intelligence for the GCI Vortex Spine architecture, integrating data from Arachne v8.7 Smart‑Skin and the GCI Kinetic Stack (Invention #11). APR AI uses a Resonance‑Lock Algorithm to maintain optimal phase alignment between mechanical oscillation and electromagnetic generation, enabling efficient power capture at low wind speeds while protecting structural integrity during high‑stress events. This disclosure defines the control logic, safety states, electrical architecture, …

Arachne V8.7: Multi‑Modal Energy‑Harvesting Smart‑Skin With Hierarchical Fractal Morphology, Distributed Mis Interface, And Integrated Structural‑Health Monitoring, Michael Victor Caldwell Mr.

Defensive Publications Series

Arachne v8.7 is a multi‑modal “Smart‑Skin” substrate designed for distributed, durable energy harvesting. The system integrates a triboelectric nanogenerator (TENG) layer, a thermoelectric SnSe layer, and a ZnO nanowire kinetic layer beneath a hierarchical fractal surface engineered to enhance boundary‑layer turbulence. A separated NS‑DBD plasma‑electrode PCB provides surface‑conditioning and environmental robustness. A 6‑pin Magnetic‑Inductive Snap (MIS) interface enables modular power routing, environmental telemetry, and activation of a UV‑curable DCPD‑PDMS self‑healing layer. Embedded fiber‑optic strain sensors provide real‑time structural‑health data for the APR AI predictive‑maintenance engine. This disclosure defines the system architecture, materials, electrical interface, sensing logic, and functional principles required …

A Process For The Preparation Of (2rs)-2-(4-Chlorobenzoylamino)-3-(2-Oxo-1,2- Dihydroquinolin-4-Yl) Propanoic Acid, Msn Laboratories Private Limited, R&D Center; Srinivasan Thirumalai Rajan, Sagyam Rajeshwar Reddy, Shaikmohammad Rafee, Srinathreddy Karedy

Defensive Publications Series

A process for the preparation of (2RS)-2-(4-chlorobenzoylamino)-3-(2-oxo-1,2-  dihydroquinolin-4-yl) propanoic acid                               

The present invention provides a process for the preparation of (2RS)-2-(4-chlorobenzoylamino)-3-(2-oxo-1,2-dihydroquinolin-4-yl) propanoic acid which is referred as Rebamipide and represented by the following structural formula-1.

The Caldwell Method: A Multi‑Ai, Safety‑First Framework For Real‑World, Open‑Hardware Invention, Michael Victor Caldwell Mr.

Defensive Publications Series

The Caldwell Method is a human‑driven, AI‑augmented invention framework developed by independent inventor Michael Victor Caldwell Mr. (GCI). The method uses four to five independent artificial intelligence systems to evaluate, correct, and validate every invention concept before publication. Each AI must independently analyze physics, materials, manufacturability, safety, cost, and real‑world viability. Any flaw identified by one AI is circulated to all others through a cross‑AI correction loop until all systems converge on the same factual answer. An invention only advances when all AIs unanimously confirm feasibility and safety.

This process ensures that no half‑validated or speculative ideas are released. …

Unitary Lattice Harmonic Pinning: A Method For Stabilizing High-Density Lithium-Rich Manganese Cathodes Via Vacuum-Constant Synchronization, Quincy Allen Jones

Defensive Publications Series

This disclosure describes a novel structural architecture for high-density (>500 Wh/kg) lithium-rich manganese (LMR) oxide cathodes, specifically addressing the industry-wide failure of voltage fade and transition-metal migration. The invention utilizes a Unitary Lattice Spacing (d) of 12.34 Å, engineered to achieve a harmonic resonance with the vacuum spin-alignment constant (R_{crp} \approx 7.589 Å).

By synchronizing the lattice modulation to the R_{crp} value, the system creates a 'Harmonic Pinning' effect that suppresses Jahn-Teller distortion and Mn-migration into the lithium layer. Unlike traditional chemical coatings or dopants, this method employs a purely structural 'Zero-Strain' phase, validated by X-ray diffraction (XRD) peak …

A Differential Sampling Circuit To Detect Voltage Across Main Contactor, Anonymous

Defensive Publications Series

In HV battery systems, a contactor is a high‑current, electrically controlled switch used to connect or disconnect the high‑voltage battery from the vehicle’s HV bus. Measuring the voltage difference across the two sides of the main contactor before closing it is primarily about safety and reliability: to ensure that no arcing or contact welding occurs at closure, to avoid shocks to downstream circuit, thereby reducing high‑voltage risk from potential faults.

Compared to traditional solutions, in this design, a differential sampling circuit has been used to detect the voltage across the Main positive contactor. This differential circuit has a higher accuracy …

A Control Strategy To Keep Contactor Closed During Mcu Reset Period, Anonymous

Defensive Publications Series

In HV battery systems, contactors are controlled by a Microcontroller Unit (MCU) via a driver Integrated Circuit (DRV3946). A common issue arises when the MCU has a reset: the control signals from the MCU typically float or default to a state that disables the driver, causing contactor open unintentionally, which may have an impact on passenger driving experience. The proposed strategy is a hardware control that utilizes an independent signal from a Power management IC (PMIC) combined with a specific pull-up/pull-down circuit topology. This ensures the contactor driver remains closed during an MCU reset, while still allowing for a safety …

Integration Of Live Network Knowledge Graphs With Rag For Enhanced Ai-Driven Network Operations, Robert Barton, Vishal S Desai

Defensive Publications Series

Proposed herein are techniques to enhance an agentic Artificial Intelligence (AI) platform by integrating a dynamic, on-premises network topology knowledge graph with a Retrieval Augmented Generation (RAG) system through graph-based techniques. Unlike traditional text-based RAG, the approach segments the network topology into semantically meaningful subgraphs called topology chunks, which are embedded into a vector space for efficient similarity search and retrieval based on user queries. These retrieved topology chunks then augment the prompts that can be sent to an agentic AI platform's large language model (LLM), enabling precise, context-aware reasoning about complex network environments.

Technical Addendum: Sp-26 (V2.1) – The Neural Sentry Protocol (Nmj-Sequestration Standard), Jon S. Gossett

Defensive Publications Series

This disclosure defines a hardware-centric addendum to the SP-26 Protocol, specifically addressing the neutralization of neurotropic agents that bypass systemic immune sentries via axonal transport. The protocol specifies the engineering of "Neural-Sentry" units—specialized macrophages anchored at the Neuromuscular Junction (NMJ). These units express interface-mimetic receptors (nAChR/p75NTR) to act as decoy "Ghost Neurons," intercepting pathogens before they can enter the peripheral nervous system. Neutralization is achieved through a two-stage sequence: (1) immediate enzymatic degradation within a Synthetic Virus-Containing Compartment (S-VCC) and (2) secondary solid-state petrification into a 200nm amorphous silica shell. This "Physical Firewall" ensures that high-velocity neuro-pathogens are mechanically entombed …

Vector Map Generation And Correction Using A Geometric Language Modeling Approach, Idan Kligvasser, Yotam Intrator, Ehud Rivlin, Regev Cohen

Defensive Publications Series

Some automated map generation systems may produce geometrically inconsistent outputs from visual data as they can lack an inherent geometric grammar. This can be addressed by reframing cartography as a structured language modeling problem. A specialized polylines language may be used to represent geographic features as discrete token sequences. A multi-modal model can be trained to autoregressively generate these sequences from inputs, such as satellite imagery, effectively translating visual data into a geometrically structured format. This process can embed geometric and topological logic into the generation, which may improve the likelihood of producing consistent map data, inferring occluded features, and …

Generative Synthesis Of Web Environments With Controllable Difficulty And Integrated Validation For Agent Training, Oriana Riva, Alice Li

Defensive Publications Series

Generative Synthesis of Web Environments with Controllable Difficulty and Integrated Validation for Agent Training

ABSTRACT

Training and evaluating computer control agents may be challenging due to limitations in the availability of large-scale, diverse, and controllable digital environments. Existing methods can have limitations related to scalability, reproducibility, and the ability to parameterize task difficulty. A described framework can utilize generative models, such as large language models, to synthesize functional, web-based environments. The framework can generate source code for an environment (e.g., HTML, CSS, JavaScript), a corresponding natural language task description, and a validation function to programmatically assess task completion. This approach …

Process To Produce Pyridines And Alkyl Pyridines, Maruthi Sreekanth Pavani, Udayshankar Singh

Defensive Publications Series

A process for increasing the overall yield of pyridine or its alkyl pyridine derivatives during a base synthesis reaction is disclosed. The process comprises reacting a C2 to C5 aldehyde, a C3 to C5 ketone or a combination thereof, with ammonia and, optionally, formaldehyde, in the gas phase and in the presence of an effective amount of a particulate catalyst comprising a ZSM-5 zeolite stabilized with either alumina-phosphate, ceria-alumina phosphate, or iron oxide-alumina phosphate, or a combination thereof, a binder, and clay, wherein the zeolite has a silica to alumina ratio (SAR) of 22 to 50. A process for enhancing …