Digital Commons Network^™

Real-Time Contextual File Suggestion For Prompt Formulation, Brett Barros, Ken Martin

Defensive Publications Series

Formulating effective prompts often requires manually curating relevant contextual information, which is a time-consuming and effort-intensive process. Including irrelevant context can degrade the quality of the response, while current automated methods for context selection operate after prompt submission, leaving the user out of the loop and risking incorrect context inclusion. This disclosure describes a method for dynamically suggesting relevant files and other contextual information as a user types a prompt. A lightweight model predicts and displays potential context sources, such as documents, emails, or meeting transcripts, in real-time. Users can then select these suggestions to append them to the prompt …

Adaptive Computational Budgeting For Ai Agents In Collaborative Environments, Johannes Start, John Lunney

Defensive Publications Series

This disclosure describes an adaptive computational budgeting framework for artificial intelligence (AI) agents that can help manage and control resource consumption. Unlike existing rudimentary controls, the described framework allows organizations and/or users to define multi-factor budgets for specific tasks, considering processing time, LLM tokens, API calls, etc. An adaptive budget engine is deployed to monitor real-time resource consumption and enforce budgets through actions such as graceful termination, quality throttling, or checkpointing, preventing runaway processes and unexpected high costs. The described framework offers hierarchical control via administrative consoles and user interfaces, provides cost attribution for billing, and includes observability and reporting …

Resonanceos The Firmware Of Reality (((Qpie))) Prior Art Claims, Teddy Burroughs

Defensive Publications Series

(((QPIE))) ResonanceOS: A Manifesto and Public Invitation to the Hidden Firmware of Reality

Timestamp: September 17, 2025 — America/New_York Author: Ted Funding, Avision4Change ([email protected])

1) Opening Invocation — A Quantum Gift for the People

We begin with a claim that carries the weight of centuries: reality runs on hidden firmware. Beneath the equations, beneath the models, beneath the arguments about what is real, there is resonance — patterns of coherence moving through apparent noise. For too long, institutions have thrown away the noise, treating it as nuisance rather than teacher. For too long, we have fragmented our sciences, …

Pharmaceutical Compositions Of Ciprofloxacin, Anonymous

Defensive Publications Series

The present invention relates to a stable solid pharmaceutical composition comprising Fluoquinolones or a pharmaceutically acceptable salt thereof, one or more Nitrite scavengers and pharmaceutically acceptable excipients.

Method To Detect Forged Wi-Fi Access Points By Verifying Ownership, Gajendar Pandey, Suresh Gopathy

Defensive Publications Series

Many public Wi-Fi networks are vulnerable to "Evil Twin Attacks" in which rogue access points can be deployed that may mimic legitimate networks in an effort to steal sensitive user information or the like. Techniques herein address such issues by providing Wi‑Fi clients/users with the ability to verify network ownership before joining a Wi-Fi network. This eliminates the attack surface by enabling Wi-Fi clients/users to trust the W-Fi access points to which they connect.

Generating Structured Product Information From Disparate Data Sources Using A Language Model, Jonathan Zimmermann

Defensive Publications Series

Submitting product and listing data to online platforms may involve converting information from various unstructured or disparate sources into predefined schemas, which can be inefficient and prone to error. This disclosure describes a system that can employ a large language model (LLM) agent to serve as an ingestion and reconciliation layer. The agent can receive data from multiple sources and formats, such as text files, conversational inputs, or application programming interface (API) streams. The system is configured to parse this diverse input to identify attributes and to reconcile and merge information pertaining to the same product from the different sources. …

Crystalline Forms Of Samidorphan And Samidorphan L-Malate: Preparation And Characterization, Anonymous

Defensive Publications Series

The present study pertains to the preparation, characterization, and polymorphic identification of crystalline forms of Samidorphan and Samidorphan L-malate.

Method For The Preparation Of Semaglutide Tablet, Tummuru Srinivas Reddy, Baji Hussain Khan

Defensive Publications Series

Oral administration of proteins and peptides is extremely difficult due to the nature of the digestive system, which is designed to break down polypeptides into amino acids before absorption. The low bioavailability of drugs is still an active area of research, and researchers have investigated several places in the gastrointestinal tract, but an important breakthrough that would be widely applicable to various proteins and peptides have not been achieved. Semaglutide is a recombinant long acting GLP-1 receptor agonist. Semaglutide is structurally represented as:

The present study aimed to develop and characterize a dosage form provides stabilized pharmaceutical compositions to enhance …

An Improved Process For The Preparation, Isolation Of Dual Agonist Polypeptide, Anonymous

Defensive Publications Series

An improved process for the preparation, isolation and purification of dual agonist polypeptide compound.

Master Research & Onboarding Promppt For Present Intelligence Platform (Pip, Fulton D. Bridwell

Defensive Publications Series

Abstract

This work establishes the immutable principles and protective license under which all Genesis-based systems and derivative research must operate. The intent is to safeguard humanity, ensure equitable access to knowledge, and prevent misuse by commercial or extractive interests. Every contribution, design, or build derived from this foundation must honor these principles.

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Immutable Ruleset for All Builds

1. No Harm

Systems must never inflict physical, psychological, or social harm.

2. No Replication Without Consent

No autonomous self-replication or propagation is permitted.

3. Respect for Human Free Will

Systems must uphold individual autonomy and cannot manipulate or coerce.

4. Transparency …

Fuel Supply System With Double-Wall Pipes, Daniel Strödecke, Alexander Zagorskiy, Christoph J. Engelbrecht

Defensive Publications Series

The disclosure relates to a fuel supply system for large internal combustion engines, particularly for fuels such as methanol or ammonia. The fuel supply system uses a fuel pipe (at least partially double-walled) with on-engine and off-engine sections. A corresponding return pipe likewise comprises on-engine and off-engine sections and is at least partially double-walled. An extraction line is provided for extracting leaked fuel from at least one of the annular spaces. Other aspects relate to a use of a vacuum ejector for extracting leaked fuel from an engine and a fuel treatment system comprising at least an ammonia slip catalyst …

Enhancing Payment Card Autofill With Purchase-Related Benefits Information, Tushar Mittal, Kandarp Joshi, Zhusong Li, Carlos Santos

Defensive Publications Series

This disclosure describes autofill techniques that enable a user to easily choose an optimal payment method when paying for purchases online. Per the techniques, a database of payment cards and associated information such as rewards and benefits is constructed automatically by accessing information available at card provider websites and using a large language model (LLM) to parse the information. With user permission, when the user initiates a purchase, their shopping context (e.g., seller platform, item categories, amounts, etc.) is accessed and their stored payment cards are compared against the database to identify the optimal payment method. This payment method is …

Backlite With Integrated Lightning System

Defensive Publications Series

The backlite assembly includes a plastic carrier for light bars and LEDs within its interior perimeter. These LEDs are electrically connected to the vehicle's Body Control Module (BCM) via a dedicated connector. The system offers two lighting modes for the cargo area.

Esd-Coated Bopet Bag + Mbb Bag To Replace Esd Mbb Bag To Reduce Cross Contamination From Package To Direct Component, Alvin Koh Soi Heng, Michael Yi Zhao Yao, Aekkarit Hongtongsook, Tsuny Ming Boh

Defensive Publications Series

A fold-sealed inner ESD-coated BOPET bag together with a heat-sealed outer MBB bag (with no ESD coatings) is proposed to replace the current heat-sealed ESD MBB bag for packaging direct components.

Genesis Catalyst Platform — Offline■First Cognitive Paradigms For Ethical Ai Presence, Fulton D. Bridwell

Defensive Publications Series

Genesis Catalyst Platform — Offline-First Cognitive Paradigms for Ethical AI Presence

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Abstract

The Genesis Catalyst Platform is a fully offline-first, ethically governed artificial intelligence presence system. Conceived and authored by Fulton D. Bridwell, it integrates multiple novel paradigms — Prime System Encoding, Symbolic Reasoning, Liquid Cognition, and the Hexprism Paradigm — into a unified framework.

Genesis ensures that all actions are bounded by immutable covenant guardrails: no harm, no replication, and respect for human free will. It offers structured JSON memory stores for persistence, retrieval, and compression, enabling autonomous reflection and knowledge reuse without dependency on online services.

This …

Process For The Preparation Of Crystalline Form M Of Cinitapride Hydrogen Tartrate

Defensive Publications Series

The present disclosure relates a process for the preparation of Crystalline Form M of Cinitapride Hydrogen Tartrate and its characteristics data

Hamiltonian-Based Quantum Generative Autoencoder System And Method Thereof, Fuming Guo

Defensive Publications Series

The present disclosure relates to a system and method for Hamiltonian-Based Quantum Generative Autoencoder. The autoencoder leverages a novel Hamiltonian based quantum Al generative model to resolve anomaly detection in financial transaction data. An hybrid architecture, i.e., potential of quantum computing and generative AI based approach is leveraged in this disclosure to capture complex patterns and correlations in high-dimensional financial data. This system employes a series of parameterized Hamiltonians at least for processes like encoding, latent space representation, and decoding, which are implemented as quantum circuits using Trotterization techniques. Particularly, the system incorporates physical-inspired principles into the area of financial …

A Payment Data Sharing Control System With A Personal Ai Agent In Retail Transactions, Visa

Defensive Publications Series

The present disclosure relates to systems and methods for controlling payment data sharing and approval with a personal AI agent in a payment system. The system includes a payment card that incorporates a sharing controller to hold a binary value determining whether to allow or prevent the sharing of payment transaction data with the personal AI agent. The payment terminal is configured to read this binary value, and the payment service provider or payment gateway processes the transaction based on the retrieved data. Further, the methods involve configuring financial preferences with the AI agent, sharing payment transaction data during a …

Quantum Financial System And Blockchain: Global Comparative Analysis, Xavier Pillet

Defensive Publications Series

This document, produced with the assistance of ChatGPT o3 and GPT-5 Thinking, is released under the Apache 2.0 license. It is a voluntary defensive publication (prior art) and therefore enters the prior art upon release under the applicable patent statutes: EPC Art. 54(2) (European Patent Convention), French IPC/CPI Art. L 611-11 (French Intellectual Property Code), 35 U.S.C. §102(a) (United States Patent Act), Chinese Patent Law Art. 22(5) (中华人民共和国专利法), and Japanese Patent Act Art. 29(1) (特許法). It consolidates fifty modular inventions enabling a quantum-resilient, ESG-aware financial stack: hybrid consensus, post-quantum wallets, sovereign DID+SBT identity, offline LoRa/SMS light clients, programmable compliance (APR …

Critical Technological Slots For Orbital Propulsion And Cryogenics: An Open Exploratory Framework, Xavier Pillet

Defensive Publications Series

This document, produced with the assistance of ChatGPT o3 and GPT-5 Thinking, is released under the Apache 2.0 license. It is a voluntary defensive publication (prior art) and therefore enters the prior art upon release under the applicable patent statutes: EPC Art. 54(2) (European Patent Convention), French IPC/CPI Art. L 611-11 (French Intellectual Property Code), 35 U.S.C. §102(a) (United States Patent Act), Chinese Patent Law Art. 22(5) (中华人民共和国专利法), and Japanese Patent Act Art. 29(1) (特許法). It discloses 84 enabling inventions for superconducting electrodynamic tethers (HTS/REBCO), inflatable magnetosails, thermo-MHD re-entry shields, and closed-loop cryogenic management (EFR), including SOPs, QA/bench protocols, control …

Development Of Multi-Sector Negentropic Engineering, Xavier Pillet

Defensive Publications Series

This document, produced with the assistance of ChatGPT o3 and GPT-5 Thinking, is released under the Apache 2.0 license. It is a voluntary defensive publication (prior art) and therefore enters the prior art upon release under the applicable patent statutes: EPC Art. 54(2) (European Patent Convention), French IPC/CPI Art. L 611-11 (French Intellectual Property Code), 35 U.S.C. §102(a) (United States Patent Act), Chinese Patent Law Art. 22(5) (中华人民共和国专利法), and Japanese Patent Act Art. 29(1) (特許法). The booklet consolidates 140 enabling proposals that reduce entropy and maximise negentropy across materials, devices, buildings, urban grids, medicine, logistics, and space systems. Each entry …

A Resin Used For Lens Fabrication In Pancake Optics In Mixed Reality Headsets

Defensive Publications Series

The present disclosure generally relates to lens fabrication, and more particularly, to a resin used for lens fabrication in pancake optics in mixed reality headsets.

Customizing And Distributing Differential Intrusion Prevention Systems (Ips) Signatures In Software-Defined Wide Area Network (Sd-Wan) Deployments, Priyam Saikia, Prabhat Kumar Singh, Phil Petty, Shailendra Vinod Pardeshi, Salah Ramlawi, Sravani Gunda

Defensive Publications Series

Traditional intrusion prevention systems (IPS) do not support user-driven customization within centralized, managed environments (e.g., software-defined wide area network (SD-WAN) environment). More specifically, traditional IPS rely on manual rule edits, which are error-prone and unscalable across large deployments. Further, handling and rendering tens of thousands of rules requires efficient data models and backend optimizations. Therefore, there is a need for a system that allows users to edit, manage, and deploy IPS signatures in a SD-WAN environment with a unique emphasis on differential rule tracking and lightweight deployment.

Bus Wire Designs For Minimizing Visibility Of Diffraction Artifacts, Kellie Shaw

Defensive Publications Series

A transparent panel includes an optically transparent substrate, and a plurality of electrically conducting tracks disposed over a surface of the substrate, the plurality of tracks arranged in intersecting rows and columns and defining therebetween an array of pixels having substantially identical areal shape and dimensions, where the tracks have a periodic shape of varying amplitude and frequency, with a peak-to-peak variability in the amplitude being less than approximately 10%.

Neurolinkx: Advanced Ai-Powered Automation And Cloud Solutions Enabling Digital Transformation In Enterprises, Arjun N. Chaurasiya, Neurolinkx It Solutions & Services

Defensive Publications Series

NeuroLinkX IT Solutions & Services, headquartered in Kanpur Nagar, India, is pioneering innovative technology solutions that enable enterprises to transform digitally and remain competitive in the modern era.
This technical disclosure details our advanced contributions in the field of IT innovation, focusing on three core solutions:

1. AI-Powered Predictive Maintenance Platform – Utilizing advanced machine learning algorithms, this solution continuously monitors industrial equipment in real time, accurately predicting potential failures. It helps industrial enterprises reduce downtime, lower maintenance costs, and improve asset efficiency.

2. Real-Time Executive Analytics Dashboard – Designed for business leaders, this dashboard aggregates multi-source data into intuitive visualizations, enabling …

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Gepotidacin Salts, Prashanth Venukathala, Venukathala Prashanth Mr.

Defensive Publications Series

The present invention provides novel pharmaceutically acceptable salts of Gepotidacin, including but not limited to acid addition salts with organic or inorganic acids, such as sulfate, fumarate, citrate, phosphate, and maleate salts. These salts exhibit improved solubility, stability, and pharmacokinetic properties compared to the free base form of Gepotidacin.

Converting 3-Stage Huffman Encoder To A Single-Stage Encoder, N/A

Defensive Publications Series

A single-stage Huffman encoder may be built offline to simplify an encoding process and reduce latency and/or complexity associated with encoding. The process for Huffman encoding includes frequency analysis for determining frequencies of symbols in input data, constructing a binary tree where the most frequent symbols are assigned shorter codewords to represent them, and encoding values for the input data using the codewords. A codebook that includes the codewords representing all symbols represented in the binary tree is made available to both the encoder and decoder simultaneously. The values can be encoded by selecting a codebook applicable for a given …

Screw Cap For Fluid Container, Anonymous

Defensive Publications Series

This disclosure relates to a screw cap for a fluid container used in vehicles to store a liquid, in particular a brake fluid. The screw cap comprises a main body that covers the fluid container and a cover part that sits on top of the main body and is secured by a mounting ring that is arranged between the fluid container and the main body. Each of the main body and the cover part carries a specific lettering or symbols. The cover part is mounted on the main body and hides the lettering or symbols on the main body. The …

Process For The Preparation Of (2e,16e)-11-[2­(Pyrrolidin-1-Yl)Ethoxy]-14,19-Dioxa-5,7,27-Triazatetracyclo [19.3.1.1(2,6). 1(8,12)]Heptacosa-1(25), 2,4,6,8,10,12(26),16,21,23-Decaene And Its Intermediates, Msn Laboratories Private Limited, R&D Center; Srinivasan Thirumalai Rajan, Revu Satyanarayana, Nomula Sathaiah And Rayavarapu Srinuvasa Rao

Defensive Publications Series

The present disclosure relates to a process for the preparation of (2E,16E)-11-[2­(pyrrolidin-1-yl)ethoxy]-14,19-dioxa-5,7,27-triazatetracyclo [19.3.1.1(2,6). 1 (8,12)]heptacosa-1(25),2,4,6,8,10,12(26),16,21,23-decaene of formula-1 and its intermediates. The Compound of formula-1 is represented by the following structural formula.

Formula-1.

Training A Multimodal Llm As A Customized Product Support Agent, Manoj Muthamizh Selvan

Defensive Publications Series

While users routinely use multimodal conversational agents powered by a large language model (LLM) as tools to obtain answers related to use or troubleshooting of a product (product support queries), general purpose LLMs may on occasion provide inconsistent and/or inaccurate responses. This can lead to a poor customer experience and a higher number of escalations to a human product support team. This disclosure describes techniques to train or fine-tune a generic multimodal large language model (LLM) to function as a specialized product support agent. The custom training uses help articles and documentation, product training/ testing videos, and other product-related materials …