Digital Commons Network^™

Cooperative Ue-Network Delivery Of Map Data For A Predicted Area Of Interest, Arunoday Bhattacharya, Andy (Jibing) Wang

Defensive Publications Series

A method is described for delivering map data to resource-constrained devices, such as smartwatches, operating on bandwidth-limited networks, for example, cellular or non-terrestrial networks. A user equipment (UE) can use sensors and contextual data to predict a user's trajectory and define an area of interest (AoI). The user equipment (UE) may send an area of interest (AoI) request, including its display characteristics, to a network. A network function can then fetch map data, perform server-side optimizations like tiling and layer selection, and computationally crop the data to a shape corresponding to the user equipment (UE) display before transmission. This approach …

Mobile User Interface With An Ergonomic, Bottom-Placed Primary Action And An Explicit, Non-Iconic Dismissal Control, Lin Chen, Yanhao Tan, Andrew Campbell, Onur Turna, Tom Woudenberg, Boriana Viljoen, Jaclyn Einis

Defensive Publications Series

A user interface for a mobile device, such as a smartphone or tablet, can present promotional content in a bottom-sheet container to address potential user engagement issues. The interface may utilize a vertical stack of call to action buttons, placing a primary action at the bottom of the stack to improve ergonomics by being within an easily accessible thumb zone. A conventional x close icon may be omitted. In its place, a secondary dismissive button can use explicit, descriptive text, for example, "Stay on website," to articulate the action's consequence. This configuration of ergonomic placement and an explicit, non-iconic dismissal …

Agentic System For Long-Form Audio Generation Using Recursive Synthesis And Multi-Dimensional Profiling, Ismail Haritaoglu, Leonid Kuligin

Defensive Publications Series

The automated generation of long-form audio may present challenges related to vocal consistency and quality control efficiency. A computer-implemented agentic system, which could operate on a server or cloud computing platform, can be used to address such challenges through a recursive review-and-synthesis loop managed by a multi-agent framework. The system may create a multi-dimensional profile for each text segment, defining instructions for attributes such as style, context, and emotion. It can then generate multiple audio candidates from one or more synthesis providers, and an auto-rater agent may score and select candidates based on their alignment with the profile. Low-scoring segments …

Fabrication Of Ewod Devices On Altic Substrate, Randi Walz, Christine Gan, Kshitija Mirkale, Akhil Namboori, Angela Moore, Jing Li, Marcus Mooney

Defensive Publications Series

Digital microfluidics represents a rapidly advancing domain offering precise control over small fluid volumes, spanning from microliters down to picoliters. Recognizing the limitations of conventional fragile substrates such as glass or silicon in extreme operational environments, this study introduces AlTiC substrates as a robust and effective alternative. In this work, we systematically detail the fabrication methodology for digital microfluidic devices utilizing AlTiC substrates, outlining the key processes needed to achieve reliable device functionality, thereby demonstrating fabrication of durable devices, and the specific fabrication nuances discussed may support further advancements in this technology.

Ai-Driven Dynamic Network Access From Communication Context, Nikhil Alampalli Ramu, Kamakshi R Devisetty

Defensive Publications Series

Proposed herein is an artificial intelligence (AI)-driven system that analyzes operational communication context to automatically identify network connectivity needs between systems. The system extracts network access intent from these communications, performs automated security validation, and dynamically generates temporary, policy-compliant network access permissions. By integrating contextual analysis with automated access control, the approach reduces manual configuration delays, improves operational efficiency, and optimizes the handling of legitimate connectivity requests in modern enterprise networks.

Adaptive Evaluation Coverage Alignment For Ai Capabilities In Enterprise Platforms, Jithu Paulose, Ashly Joseph, David C White

Defensive Publications Series

Proposed herein is a system that includes a control plane that measures whether current artificial intelligence (AI) evaluation coverage in a platform still matches real production usage. The system can provide such features by capturing structured live usage, mapping both production interactions and benchmark items into a shared workflow-intent graph, identifying uncovered usage regions, and surfacing those gaps so teams can decide whether to add or remove benchmark coverage or add or remove guardrails. The technical distinction of the system proposed herein is not ordinary drift monitoring or release gating. Rather, the technical distinction is the continuous alignment of real-world …

Intelligent Network Remediation System With Adaptive Prescriptions, Rohit Bahl, Mrulay Sureshbhai Mistry, Ronnit Roy Burman, Hemang Lavana, David C White

Defensive Publications Series

An artificial intelligence (AI)-driven self-adapting remediation system is proposed herein. The proposed system can facilitate iterative, validated remediation with real-time state adaptation, as well as learning-enhanced prescription ranking under multi-dimensional constraints and intent-centric, standards-based multi-modal translation. Thus, the proposed system represents a fundamental advancement in network remediation technology by combining AI-driven intelligence with deterministic safety validation through the Model Context Protocol (MCP) framework. The integration of Large Language Model (LLM)-based command generation, risk-aware planning, adaptive configuration intelligence, and MCP-based validation creates a novel solution that addresses the critical limitations of traditional network remediation approaches while providing robust safety guarantees through …

Protocol For Coordinated Distributed Computing Within Communication Networks, Bhavya Bhardwaj, Lokesh Kumar, Uma S Mohanty

Defensive Publications Series

Proposed herein is a technique, referred to as a Network-Integrated Distributed Computing (NIDC) protocol, which allows network devices to collaboratively execute distributed computational workloads by sharing embedded computing resources and routing computations based on real-time availability. The proposed NIDC protocol unifies compute orchestration, routing, and failure recovery directly within the network, eliminating reliance on external compute clusters. This enables scalable, resilient, and low-latency processing using existing network infrastructure.

Cooperative Management Of Cellular Parameters For Power Optimization During Wlan Connectivity, Vid Adiraju, Arunoday Bhattacharya

Defensive Publications Series

A system for cooperative power management can be implemented in a user equipment (UE), such as a smartphone, smart watch, or other wearable device, with concurrent cellular and wireless local area network (WLAN) connections. A UE can experience power consumption from its cellular radio, which may remain active with certain parameters even when data traffic is offloaded to a WLAN. After determining that a WLAN connection is stable, for example, the UE can signal its status to the cellular network. In response, the network can reconfigure the UE's cellular radio parameters, which can include applying a longer discontinuous reception cycle …

Machine Learning-Based System For Combining Behavioral Scores To Assess Advertising Inventory Value, Shuyang Sheng, Dongjing He, Richard Zippel, Xing Tan, Sahil Dhuper, Zachary Loebel Fried

Defensive Publications Series

Evaluating advertising inventory value can be difficult, as methods that assess individual signals in isolation may not fully capture the quality of web traffic. This technology provides a method for generating an unified metric to assess the overall value of ad inventory. The system aggregates multiple behavioral scores, such as user engagement, ad load, and content quality, along with other signals like spam fraction. A machine learning model is trained to combine these inputs into a single, non-binary “combined behavioral score” for each website or application. The model is trained using a dataset of manually evaluated websites, with labels derived …

A Generative Framework For Evaluating And Optimizing Geographic Experimentation Methodologies, Sam Bailey, Wincy Liu

Defensive Publications Series

A generative framework with supporting code library evaluates and optimizes disparate geo-experimentation methodologies on a finite sample of historical data. The evaluation process utilizes a multivariate moving block bootstrapping algorithm that generates synthetic histories while preserving cross-sectional dependencies to augment data in order to run hundreds of simulations prior to experiment launch. By simulating experiments across various generated datasets, the framework estimates the statistical validity, bias, and sensitivity of different experimental designs allowing users to compare outcomes from analysis methods (e.g. time-based-regression vs. synthetic controls) and runtime parameters. This approach provides a consistent basis for optimizing experimental designs across a …

System And Method For Assessing User Engagement And Ad Placement Quality, Xing Tan, Sahil Dhuper, Dongjing He, Yan Chen, Richard Zippel, Rui Zhang, Zachary Loebel Fried

Defensive Publications Series

The described technology provides a system for generating behavioral scores to assess digital publisher properties. The system calculates scores indicating the quality of content placements and user engagement to identify anomalous or low-quality traffic patterns. The evaluation is based on behavioral metrics derived from user interactions with the publisher content and promotional elements. This approach transforms varied interaction signals into normalized, ensembled scores that provide actionable insights into the underlying quality of the digital inventory. Keywords: behavioral score, user engagement, placement evaluation, anomalous traffic, digital advertising, content quality.

Measurement And Evaluation Of User-Perceived Advertising Load Across Digital Platforms, Dongjing He, Shuyang Sheng, Richard Zippel, Daniel Chang, Sahil Dhuper, Zachary Loebel Fried

Defensive Publications Series

This publication describes a technology for evaluating and scoring the advertising load presented to users across digital platforms. The system calculates a user-perceived advertising load by aggregating data at a user-session level and applying percentile-based statistical methods to determine a publisher-level score. This approach provides a robust mechanism for identifying digital environments with excessive advertising that degrades the user experience. The technology utilizes both logged event data and automated crawling techniques to construct a comprehensive view of the advertising landscape. Keywords: advertising load, user session, behavioral score, digital inventory, automated crawling, viewability.

Proactive Reservation Of Network Slices Based On Manual Or Contextual Triggers, Arunoday Bhattacharya, Amruth Ramachandran, Jayachandran C, Vid Adiraju, Pavan Nuggehalli

Defensive Publications Series

Systems and methods are described for a mechanism that supports the proactive reservation of network resources for a specified future time period. This reservation can be initiated manually by a user or automatically by an on-device agent that analyzes contextual signals, such as calendar events or location history, to anticipate a future need for enhanced connectivity. Following a pre-negotiation phase, the network can reserve the resources and deliver an updated routing policy to a user device, for example, a smartphone, smart watch, or augmented reality glasses. This can allow the device to activate the pre-provisioned network slice at the scheduled …

Solid State Forms Of 2-(3,5-Bis(Trifluoromethyl)Phenyl)-N-(4-(4-Fluoro-2-Methylphenyl)- 6-((7s,9as)-7-(Hydroxymethyl)Hexahydropyrazino(2,1-C)(1,4)Oxazin-8(1h)-Yl)-3- Pyridinyl)-N,2-Dimethylpropanamide And Processes For Preparation Thereof, Msn Laboratories Private Limited, R&D Center; Srinivasan Thirumalai Rajan, Sagyam Rajeshwar Reddy, Kammari Bal Raju & Garai Abhijit.

Defensive Publications Series

The present invention relates to solid state forms of 2-(3,5-bis(trifluoromethyl) phenyl)-N-(4-(4-fluoro-2-methylphenyl)-6-((7S,9aS)-7-(hydroxymethyl)hexahydropyrazino (2,1-c)(1,4)oxazin-8(1H)-yl)-3-pyridinyl)-N,2-dimethylpropanamide represented by the following structural formula-1 and processes for preparation thereof.

Formula-1

Innovation Capability And The Performance Of Women Entrepreneurs: The Role Of Business Incubation Programs To " Moving Up A Class, Lily Purwianti, Hepy H. Ariyanto, Edy Yulianto Putra, Suherlina Suherlina

Arab Economic and Business Journal

This study analyzes the impact of  innovation capability on the performance of women entrepreneurs, with a focus on the role of business incubation program to "move up a class" in Riau Islands Province, Indonesia. The research  aims to evaluate how  business incubation programs  influence the relationship between innovation ability and the performance of women entrepreneurs.  Data were collected through questionnaire  completed by 129 female entrepreneurs who took part in  a Business Incubation program in Riau Islands Province. This study used a quantitative methodology. The PLS (Partial Least Square) software was used for data processing. The results show that while digital …

Jenis-Jenis Sanksi Pidana Yang Dapat Diterapkan Terhadap Korporasi, Kristian Kristian

Jurnal Hukum & Pembangunan

Abstract

Perbandingan Penyelesaian Sengketa Konsumen Di Indonesia Dengan Negara-Negara Common Law System, Kurniawan Kurniawan

Jurnal Hukum & Pembangunan

Abstract

Ilmu Hukum: Hakekat Keilmuannya Ditinjau Dari Sudut Filsafat Ilmu Dan Teori Ilmu Hukum, Titik Triwulan Tutik

Jurnal Hukum & Pembangunan

Abstract

Urgensi Pengadilan Agama Sebagai Penyelesai Sengketa Ekonomi Syariah, Sufiarina Sufiarina

Jurnal Hukum & Pembangunan

Abstract

Konstruksi Makna Yuridis Masyarakat Hukum Adat Dalam Pasal 18b Uudn Ri Tahun 1945 Untuk Identifikasi Adanya Masyarakat Hukum Adat, Lalu Sabardi

Jurnal Hukum & Pembangunan

Abstract

Fasilitas Perpajakan (Tax Holiday) Pembebasan Atau Pengurangan Pajak Penghasilan Badan Bagi Perusahaan Industri (Kalangan Dunia Usaha) Yang Melakukan Penanaman Modal Di Indonesia, Djafar Ai Bram

Jurnal Hukum & Pembangunan

Abstract

Korupsi Dan Pembalikan Beban Pembuktian, Wahyu Wiriadinata

Jurnal Hukum & Pembangunan

Abstract

Paradoks Kriminalisasi Korupsi: Suatu Ancaman Penyelenggaraan Pelayanan Publik Dalam Sektor Telekomunikasi, Edmon Makarim

Jurnal Hukum & Pembangunan

Abstract

Pembangungan Berkelanjutan: Status Hukum Dan Pemaknaannya, Andri G. Wibisana

Jurnal Hukum & Pembangunan

Abstract

Pelanggaran Internet Marketing Pada Kegiatan E-Commerce Dikaitkan Dengan Etika Bisnis, Imas Rosidawati, Edy Santoso

Jurnal Hukum & Pembangunan

Abstract

Analisis Terhadap Hambatan Pelaksanaan Perlindungan Hukum Tenun Siak Di Kabupaten Siak Berdasarkan Undang-Undang Nomor 19 Tahun 2002 Tentang Hak Cipta, Dasrol Dasrol

Jurnal Hukum & Pembangunan

Abstract

Formulation Modification Of Silver Diamine Fluoride To Improve Clinical Handling And Dentin Tubule Occlusion, Liangyu Chang

Articles in Press

No abstract provided.

Pathogenic Oral Microbiota Abundance Is Associated With Reduced Bite Force In Patients With Periodontitis, Yi-Fan Wu

Articles in Press

No abstract provided.

Separation Of Copyright Powers, Blake Reid

Seattle Journal of Technology, Environmental, & Innovation Law

The United States Copyright Office’s multifarious roles in the U.S. copyright system have long prompted uncertainty about its position among the branches of the federal government. From its formal home in the Library of Congress, the chameleonic Office has accumulated a wide range of advisory, rulemaking, adjudicative, and administrative functions that have long prompted questions about both agencies’ exercise of dueling legislative and executive powers. Despite its increasingly sprawling portfolio and unusual configuration, the Office has never faced a serious separation-of-powers reckoning—until now. In the span of just five days in May 2025, Donald Trump fired the Librarian of Congress …