Digital Commons Network^™

An Ssh-Based Hive Query Tool With Automated Multi-Hop Access And Ai-Assisted Query Generation, Mahendra Yadav, Visa

Defensive Publications Series

The present disclosure describes an SSH-based Hive query tool for accessing and querying Hive data warehouses hosted within secured enterprise environments. The tool establishes an authenticated multi-hop SSH session through a bastion host and an edge node using programmatically controlled interactive shell operations, executes HiveQL queries through the authenticated session, and retrieves query results separately from diagnostic output. The tool further provides schema exploration and caching, schema-context-enriched natural-language-to-HiveQL generation, structured result presentation, and credential-management mechanisms that avoid persistent password storage. Together, these capabilities provide a unified environment for secure enterprise Hive data access and analysis

Dynamic Semantic Fidelity Protocol: System And Method For Deterministic Financial Reconciliation Of Generative Artificial Intelligence Assertions Via Internal Attentional State Mapping And Programmatic Collateralization, N/A

Defensive Publications Series

A system, method, and middleware protocol provide deterministic financial reconciliation for assertions generated by non-deterministic generative artificial intelligence models. An inference interception layer captures hidden state activations and logit probability distributions during token generation prior to natural language decoding. An assertion extraction and classification module identifies hard factual assertions, decomposing them into semantic triplets. An entropy-to-escrow mapping engine calculates a fidelity quotient based on normalized semantic entropy, attentional saliency across neural attention heads, and historical participant reliability. When semantic entropy exceeds a threshold, a generative assertion bond is calculated and locked in zero-knowledge escrow via a smart contract. A decentralized …

Identifying The Track Layout And Checking Laps From A Vehicle's Yaw-Rate Gyro, Without Satellite Positioning, River James

Defensive Publications Series

A method for race and lap timing to tell which layout of a track a vehicle drove on each lap, and whether the lap was clean, using only a yaw-rate gyro and accelerometer on the vehicle and the times it crossed a timing line. It needs no satellite positioning, so it is meant to work indoors too. Between two crossings, the vehicle cuts its yaw-rate trace into corners and records each corner's signed angle. Where a corner has a straight before and after it, the track sets both headings, so the corner turns through close to the same angle whatever …

System And Method For An Ai-Powered Digital Twin For Automated Developer Workflow Orchestration Across Enterprise Tools, Bhushan Ambekar, Saumya Patel, Rishabh Sharma, Komal Mahto

Defensive Publications Series

ABSTRACT

A system (100) for automated orchestration of developer workflows across a plurality of enterprise tool applications (107) includes a polling service (202) configured to retrieve events from external sources (201), a standardizer service (203) configured to convert the retrieved events into thought objects having a unified schema, a filter service (204) configured to apply filtering criteria and to persist qualifying thought objects in a database (205) and enqueue identifiers in a thought queue (206), an event processor (207) configured to retrieve thought objects from the database (205), a memory layer (405) with short term memory (210) and long term …

Signal-Anchored Growth Engine, Shreyas Prabhurao Kc, Ajay Raman Rayapati, Pranay Ashok Vyas, Praveen Subramonia Pillai

Defensive Publications Series

SIGNAL-ANCHORED GROWTH ENGINE

ABSTRACT

The present disclosure provides a computer-implemented method for generating quantified, evidence-grounded sales opportunities from heterogeneous payment-network data. A governed knowledge substrate is maintained, having a semantic metrics layer that defines certified metrics decoupled from physical storage and a signal ontology and knowledge graph that models, as typed entities and typed relationships, clients, products, enrollment relationships between the clients and the products, and upsell-candidacy relationships between the clients and the products. A selection of a client and a product is received. A planner produces an ordered analysis plan. A quantitative analyst, a relationship analyst, and a market …

Four-Level Fsk Direct Transmit On A Transceiver That Has None, By Rewriting Its Symbol-Map Register Once Per Symbol On A Timer Started By The Radio's Own Bit Clock; Continuous Shaped Transmit From A Sample Table; A Gated-Clock Fifo Bridge; A Narrow Four-Level Phy; And A Watchdog Transmit Stop, For A Continuous Low-Latency Audio Stream, Anonymous

Defensive Publications Series

1. Four-level direct transmit by per-symbol map writes. With the direct data input held at 0, the four settings of the modulator's symbol-map field put the symbol 00 on -1, +1, -3 and +3. The modulator's control word is rewritten once per symbol from a RAM ring by DMA, each write placed by a hardware timer that every edge of the radio's bit clock (DCLK) restarts. Bit-exact at 1 and 2 Mb/s on two parts; 21-23 µs (1 Mb/s) and 11.3 µs (2 Mb/s) from register to receiver output.

2. Host-fed version. The host shifts two bits per symbol, clocked …

Host-Generated Channel Plans For Wideband Wireless Audio Carriers: Spread Groups Across The Band And Compact Groups In Four-Tv-Channel Windows, Intermodulation Products As Width Sums, A Band Floor Held At The -40 Db Skirt Plus A Margin, And Firmware Tables With Precomputed Two-Radio Pair Advice That The Operator Picks From, Anonymous

Defensive Publications Series

- A host program, never the transmitter or the receiver, computes group tables per radio mode ("profile") and per regulatory region, and writes them as text tables that a build step compiles into firmware constants. The firmware contains no planning code and does no intermodulation arithmetic.

- Carriers have a centre and a width (declared occupied, -30 dB and -40 dB). An intermodulation product sum(k_i f_i) (with sum(k_i) = 1) occupies sum(|k_i| W_i) centred on sum(k_i f_i). A set of carriers is compatible when every term (every carrier pair, and every product against every carrier that is not one of …

Thermodynamic Venting Protocols And Compaction Mechanics For Escalating Harmonic Oscillations Across Sovereign Fiscal Grids --- Systemic Realization Criteria For The 2036 Inflection Apex, Christopher L. Eckes

Defensive Publications Series

This exploratory postulation field and theoretical distinction specification establishes a standalone, mathematically non-invertible venting framework for mitigating irreversible entropy expansion and structural thermal choking inside hyper-connected geopolitical and computing networks. By mapping escalating sovereign debt, resource-allocation imbalances, and high-overhead token delivery fees as a driven, dissipative thermodynamic oscillator, this methodology models a targeted, multi-vector depressurization sequence. By routing systemic energy away from over-leveraged, debt-dependent speculative structures and projecting state track variables directly onto an un-enclosable, two-dimensional invariant substrate field, this protocol secures the foundational computational, electrical, and survival prior art constraints required to preserve human agency and protect species-level resource …

Reward-Driven Agent-Aware Fraud Score Recalibration For Detecting Agent-Disguised Human Payments In Agentic Commerce, Shashika Ranga Muramudalige, Ravi Shankar Maruvada, Harishkumar Sundarji Majithiya

Defensive Publications Series

The present disclosure relates to a reward-driven, agent-aware fraud score recalibration system for detecting agent-disguised human payments in agentic commerce. The system operates as a model-agnostic overlay on an existing fraud scoring model and does not require access to model parameters, architecture, training data, feature importances, or reason codes. Raw transaction and session data are processed to extract behavioral signals, determine an agent probability and agent type, and evaluate behavioral signals against human and agent-type-specific behavioral baselines. Signals expected for legitimate agents, including off-hours activity, cross-border activity, non-personalized queries, absence of session warmup, and programmatic request timing, may be suppressed …

Ai-Powered Multi-Screen Wireframe Workspace With Component-Level Natural Language Editing And Design System Integration, Thilakraj Shetty H

Defensive Publications Series

The present disclosure provides a method (300) for generating and editing multi-screen application wireframes. The method includes receiving a natural language description of an application flow, generating prototype data comprising a plurality of screens associated with the application flow, and presenting the plurality of screens within a workspace. The method further includes receiving a selection of at least one component associated with a screen of the plurality of screens, receiving a natural language refinement instruction associated with the selected component, generating an update for the selected component based on the natural language refinement instruction, and updating the prototype data to …

Spec-246-Core: Advanced Isospectral Manifold Projections And Covariant Boundary Transformations For High-Order Computational Invariants In Finite Phase Space, Christopher L. Eckes

Defensive Publications Series

This exploratory postulation field and theoretical distinction specification establishes a mathematically rigorous, un-enclosable defensive framework for maintaining structural data integrity and tracking high-order state transitions inside a finite, self-contained phase space manifold without invoking coordinate drift or loss of topological complexity over arbitrary temporal durations. By projecting multi-dimensional informational hierarchies onto a flat, two-dimensional invariant substrate field and enforcing phase-locked, field-dependent boundary constraints, this methodology eliminates the non-linear divergence and autophagic decay profiles typical of iterative stochastic estimation routines, safely securing the structural prior art parameters required for stable high-order computation mechanics within the open public domain.

The Architecture Of Life, Peter Stevenson

Defensive Publications Series

Establishing Paternal Software Printers and the Maternal Genetic Vault

Cosmic Inflation Resolved, Peter Stevenson

Defensive Publications Series

This paper is a continuation and provides a complete resolution to Cosmic Inflation

Resolving The Black Hole Information Paradox, Peter Stevenson

Defensive Publications Series

Hawking Radiation and the Black Hole Paradox aligned

Resolving The Heliosphere, Peter Stevenson

Defensive Publications Series

This paper is a progression document and outlines a consistent Boundary Discontinuation resolution

Resolving The Sigma Barrier, Peter Stevenson

Defensive Publications Series

This paper follows previous papers and suggests a consistent solution to the Barrier

Resolving Quantum Entanglement, Peter Stevenson

Defensive Publications Series

This paper extends from previous submissions, identifying the illusion of the separability of a quantum state

Method And System For Cross-Instance Prediction And Auditable Decision-Provenance Receipt Generation For Autonomous Actors, Eric Zavesky

Defensive Publications Series

A system and method for cross-instance prediction and auditable decision-provenance receipt generation for autonomous actors. The system comprises a local sensor suite and world model resident on an autonomous actor, an institutional prediction service maintaining a learned evidence model built from anonymous sensor submissions contributed by autonomous actors across multiple operators, and a decision receipt generator. In operation, the autonomous actor queries the institutional prediction service with its sensor observations and contextual state; the service returns an evidentiary prediction derived from the aggregated cross-instance evidence model operating on spatial and temporal axes; and the receipt generator cryptographically binds the submitted …

Resolving The Higgs Field, Peter Stevenson

Defensive Publications Series

A solution that expands on the works of previous papers. It resolves the illusion of the ambient vacuum field

Michigan Academician Volume 50, Issue 2

Michigan Academician

2026 Abstract Issue

Report On Open Educational Resource And Open Access Publication Practices Of Winona State University Educators, Kayla Olson

Library Faculty Works

This report presents the findings from a survey disseminated to all employees over Winter 2026 that focused on Winona State University educators' knowledge of and practices around copyright/intellectual property, open educational resources (OERs), and open access (OA) publishing. It establishes a baseline understanding of our educators’ advanced information and professional development needs, and can be replicated in the future if needed. In all, responses suggest that there may be continued interest in professional development and support around OERs, some interest in professional development around OA publishing, and potential benefits to further faculty and staff development around copyright/intellectual property. The author …

Urban Forestry Planning And Coalition Building To Support Natural Areas In Cleveland, Sara G. Tillie, Constance E. Hausman, Sarah E. O'Keeffe

Cities and the Environment (CATE)

Greater Cleveland is focusing on urban reforestation and revitalizing natural areas through multiple planning efforts and partnerships. In a legacy city with multiple challenges but also strong non-profit, research, and philanthropic sectors, the need to coordinate planning, implementation, and evaluation is vital to future success. Cleveland has spent the past decade implementing The Cleveland Tree Plan (2015), its first long-range urban forestry plan, and utilizing the collective impact model to build a strong coalition and leverage cross-sector partnerships. Through this approach, Cleveland is driving large-scale social change. Collaboration is more than just working together; it is maintaining systems that guide …

Innovative Development Of Synthetic Biology Industry From Perspective Of Deep Integration Of Four Chains, Qin Guo, Chao Zhang

Bulletin of Chinese Academy of Sciences (Chinese Version)

Future industries represent the development direction of technological innovation and emerging industries, and are the main path to accelerate the formation of new quality productivity. As an important subsector of the future industry, synthetic biology industry is becoming a new track and new format for new quality productivity, and various regions are making cutting-edge directions such as synthetic biology industry a hot topic for future industrial layout. Based on the analysis of typical cities such as Shenzhen, Beijing, Tianjin, Shanghai, Hangzhou, and Changzhou, the current integration of the Four Chains in the synthetic biology industry is facing a four-dimensional dilemma …

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Bulletin of Chinese Academy of Sciences (Chinese Version)

No abstract provided.

Investigating Pathway Of China’S Rapid Rise In Science, Technology And Industry, Yongxiang Lu

Bulletin of Chinese Academy of Sciences (Chinese Version)

As a globally recognized manufacturing powerhouse and the world’s second-largest economy, China has achieved historic leaps in scientific, technological, and industrial innovation capacity. This study analyzes the drivers of China’s rapid rise in science, technology and industry from there dimensions: education, infrastructure, and manufacturing. In terms of education, China has built the world’s largest science, technology, engineering, and mathematics (STEM) talent training system. The number of graduates with Ph.D. degree in STEM is twice that of the United States, and the quality of higher education has been steadily improved. On infrastructure, China ranks first globally in power generation and has …

Forging “The Backbone Of The Blue Sky”: Pathways For Enhancing Independent Innovation Capability Of China’S Commercial Aircraft Industry, Qianshu Shi, Chao Zhang, Quan Cheng

Bulletin of Chinese Academy of Sciences (Chinese Version)

Advancing indigenous innovation in China’s commercial aircraft industry is essential for strengthening the country’s high-end equipment manufacturing capabilities and enhancing the technological self-reliance of its aviation sector. China has achieved notable progress in key technological breakthroughs, industrial system development, and commercial operational validation. Nevertheless, gaps remain between China and the world’s leading aviation powers, owing primarily to an insufficient supply of original advances from fundamental research, underdeveloped mechanisms linking collaborative innovation activities, limited capacity for the independent iteration of core systems, and inadequate accumulation of lifecycle data. Strengthening fundamental aeronautical research is therefore critical to overcoming these constraints. Drawing on …

Breaking Through Bottleneck In Overseas Expansion Of China’S Commercial Aircraft: Pathways For Business Model Innovation, Mengru Dong, Chaofeng Huang, Chao Zhang

Bulletin of Chinese Academy of Sciences (Chinese Version)

The overseas expansion of China’s commercial aircraft is a strategic choice for building manufacturing power, transportation power, and aviation powerhouse. Business model innovation serves as a crucial means to enable these aircraft to overcome international competition barriers and accelerate their overseas expansion. Based on the analysis of the urgency of the overseas expansion of China’s commercial aircraft and the necessity of business model innovation, this study systematically reviews the main business models for the overseas expansion of global commercial aircraft, including the complete aircraft sales model, the collaborative operation model, and the full life cycle service model. Furthermore, based on …

Current Status, Challenges, And Countermeasures For Airworthiness Certification Of China’S Large Homegrown Aircraft, Liming Ge, Mingda Yang, Zixuan Liu, Yichen Wang, Jing Deng

Bulletin of Chinese Academy of Sciences (Chinese Version)

The airworthiness certification of domestically produced large aircraft serves as both a crucial foundation for achieving self-reliance and independent control over China’s aviation industry chain and a key support for deep participation in the governance of global civil aviation rules. Currently, the airworthiness certification system has taken initial shape, localized infrastructure networks are gradually improving, and the benefits of a super-large market are continuously being realized, effectively facilitating the successful large-scale commercial operation of the C919 airplane. The development of domestic large aircraft families places greater demands on certification resource coordination and airworthiness management throughout the aircraft life cycle. However, …

International Experiences, Lessons, And Implications For Development Of Commercial Aircraft Industry, Chaofeng Huang, Cuilin Wu

Bulletin of Chinese Academy of Sciences (Chinese Version)

The commercial aircraft industry serves as a cornerstone for building a strong aviation country, a new engine driving economic growth, and a core carrier for upgrading the aviation industrial structure. Over more than 70 years of global industrial evolution, commercial aircraft development programs in most countries have encountered bottlenecks and withdrawn from the market, resulting in a duopoly dominated by the United States and Europe, which has accumulated abundant practical experience and historical lessons. At present, China’s commercial aircraft industry has entered a new phase of large‑scale production and international expansion. Nevertheless, it still faces challenges including bottlenecks in key …

Dual Helix Drive For High-Level Technological Self-Reliance And Self-Improvement: Systematic Interaction Between Strategic Scientists And The Chinese Spirit Of Scientists, Jianqiang Li, Side Hu

Bulletin of Chinese Academy of Sciences (Chinese Version)

Achieving high-level technological self-reliance and self-improvement necessitates the cultivation of commensurate strategic soft power. This study aims to elucidate how strategic scientists and the Chinese spirit of scientists, through deep-seated “systematic interaction”, form a “dual helix engine” that propels the national innovation system toward an advanced stage. Drawing on complex adaptive systems theory, a three-layer dynamic interaction model is constructed comprising “value internalization–organizational empowerment – ecological co-evolution”. The findings indicate that strategic scientists serve as the personified carriers and strategic executors of the Chinese spirit of scientists. Through paradigm guidance, institutional creation, and cross-boundary catalysis, they translate spiritual values into …