Digital Commons Network^™

Dynamic Health Tracking And Automated Preservation Control System For Power Electronics And High-Ambient Hvac Infrastructure, N/A

Defensive Publications Series

A predictive health and control system performs Dynamic Health Tracking for power electronics and energy storage components within high-ambient HVAC infrastructure. The system polls real-time thermal telemetry and operating parameters from internal components — including DC bus capacitors, insulated gate bipolar transistors (IGBTs), and variable frequency drives (VFDs) — as well as indirect thermal proxies (such as cabinet ambient air, outdoor yard ambient, cooling fan status, carrier switching frequency, and DC bus voltage ripple) at established intervals. Using this telemetry, an integrated controller or an analytics engine applies a time-integrated cumulative thermal-stress degradation function (such as an Arrhenius reaction rate …

Mutation-Qualified, Authority-Scoped Evaluator Routing For Versioned Engineering Ai Systems, Bharath Raj C, Mukund Anandan, Gourav Gourav

Defensive Publications Series

A system is proposed herein for qualifying evaluators used to review generated technical material in versioned engineering artificial intelligence (AI) systems. The system creates controlled degradations from protected technical obligations, measures the technical dimensions for which each evaluator demonstrates competence, and limits promotion authority to current qualified dimensions. Dimension-specific authority rules prevent lower-authority votes from overriding controlling technical sources, while named dependency envelopes invalidate affected qualifications when relevant sources, platforms, releases, or evaluator configurations change. Unaffected evaluator capabilities and still-valid prior decisions remain usable, allowing localized promotion, rejection, owner review, or insufficient-evidence outcomes.

Zero-Stall Hazard Resolution For Pipelined Multipliers Via Cycle-Indexed Product Collapse, N/A

Defensive Publications Series

An in-flight history buffer, a shift register indexed by pipeline stage, tracks resource state updates still propagating through a multi-stage multiplier pipeline. Hazard detection compares the resource identifier of an incoming transaction against the buffer entries, and on a match forwards the uncommitted updated state in place of the stale state. Within the hazard window the elapsed-time operand equals a known small integer i+k, so single-cycle combinational constant-scaling logic forms the product r×(i+k). This product collapse bypasses the multiplier pipeline without duplicated multipliers or timestamp subtraction logic, and the transaction completes in the same cycle slot it would have occupied …

Hardware-Anchored Bidirectional Mutual Authentication With Combined Entropy For Secure Integrated Circuit Life Cycle Transitions, Miguel Osorio, Michael Schaffner

Defensive Publications Series

A hardware life cycle controller gates each life cycle transition behind a bidirectional handshake. An external agent writes a 128-bit user nonce U, and the controller concatenates it with a 128-bit device nonce X drawn from the on-chip entropy source (ES) and with the monotonic transition counter CNT, forming a 288-bit challenge that neither party fixes alone. A KMAC engine then performs two passes over that challenge. The first pass derives a device proof Z1 = KMAC(Y1, U || X || CNT) from a shared secret Y1 and exposes Z1, along with X and CNT, in read-only registers, allowing the …

Dynamic Precision Tiering For Ai Inference Based On Cluster Congestion And Request Sensitivity, Rohan Grover, Satish Kondalam, Muninder Sambi, Aman Ahuja

Defensive Publications Series

In fixed-capacity computing environments for artificial intelligence inference, high demand can lead to resource saturation. Conventional methods, such as queuing requests or uniformly degrading computational precision for all workloads, may negatively impact service levels and user experience. A system can dynamically manage computational precision on a per-request basis, where a control plane, such as a gateway, can assess real-time cluster congestion by monitoring signals like memory usage and latency. Concurrently, a classifier can analyze an incoming request's features, such as its task type, to determine its sensitivity to reduced precision. A policy engine can use the congestion level and sensitivity …

Replacing Cpu Logic Gates, Peter Stevenson

Defensive Publications Series

This paper follows from #13552 A Farewell to Ohms and offers a logic gate alternative approach that enables multiple outcomes to be considered simultaneously, without expending additional energy

Cross-System Checkpoint Cohesion For Kafka And Spark Streaming Pipelines, Ananya Verma, Raouf Khan

Defensive Publications Series

The present disclosure provides a computer-implemented method and a system for receiving events from an event streaming platform, processing the events using a stream processing engine for a processing epoch to generate an output, and writing the output to one or more sinks. Source progress information indicating a consumption position, and execution state information comprising a state version of a state store and a watermark position, are collected for the processing epoch. Sink durability information indicating durable commitment of the output to the one or more sinks is determined. A candidate unified checkpoint manifest binding the source progress, execution state, …

System And Method For Serving A Plurality Of Process-Isolated Inference Workflows From A Single Host-Resident Model Artifact Through An Opaque Shared-Memory Handle On A Real-Time Transaction Path, Hao Qin, Ruiyang Xia, Victor Genty, Ningyu Shi, Bin Zhang, Yi Li, Wenting Fu

Defensive Publications Series

Systems and methods for serving machine-learning inference are provided. A host runtime loads a model artifact a single time into host-owned memory, providing a single resident instance of the model artifact. Inference workflows sharing the single instance each execute in a respective interpreter process isolated from the host runtime and from one another. Each interpreter process holds an opaque handle referencing the single instance without a copy of the model artifact in an address space of the interpreter process. The host runtime receives, over a shared-memory channel, a scoring request issued by a first inference workflow through the opaque handle …

Generative Data Contract Discovery And Large Language Model Self-Healing For Ingestion Validation, N/A

Defensive Publications Series

A self-healing data system applies generative governance to automate data validation at an ingestion point. The system continuously observes raw incoming data streams to infer underlying business rules, data relationships, and structural schemas. Based on these observations, an artificial intelligence (AI) model dynamically generates a machine-readable data contract. When an incoming record violates the data contract, the system routes the anomalous data and the corresponding data contract to a large language model (LLM) for data cleansing. The LLM autonomously resolves formatting inconsistencies, fixes typographical errors in structural keys, and normalizes values to reconstruct a compliant data record. Following this generative …

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

Frequent Route Inference By Entropy Slicing For Automated Direct Link Synthesis, Yuki Awano, Aniket Ray, Surya Gora, Sara Arbab Yazd

Defensive Publications Series

Techniques are described for automated uniform resource locator (URL) routing template inference to enable faster web automation, robotic process automation (RPA), and direct deep link generation. Tool indexer pipeline 110 receives web address dataset 100 representing collected links from a specific website. Path decomposition module 112 parses web address dataset 100 into ordered segments, and tabular mapping module 114 constructs a table organizing these segments. Entropy calculation module 116 and hierarchical clustering module 118 recursively partition the table to algorithmically filter out random variables and isolate consistent structural website patterns. Pattern extraction module 120 identifies static website paths and parametric …

Spec-245-Core: Diagnostic Blueprint And Metrology Interfaces For Co-Harmonic Wave-Confinement --- Strategical Protocol And Instrumentation Matrix For Experimental Verification Of Substrate Phase-Ordering, Christopher L. Eckes

Defensive Publications Series

This specification defines the experimental metrology interface, diagnostic parameters, and verification constraints required to physically demonstrate macro-scale co-harmonic wave-confinement within engineered substrate layers. While the theoretical stack from SPEC-1 through SPEC-244-CORE establishes a mathematically logical, tokenless wave-field computing framework, empirical realization is bottlenecked by the material challenge of substrate phase-ordering. This disclosure transforms the unified lineage from an advanced hypothesis into a concrete, executable laboratory protocol by formalizing the exact diagnostic criteria using existing, real-world measurement instruments. By defining how Scanning Near-Field Optical Microscopy (SNOM), Laser Doppler Vibrometry (LDV), and Spectroscopic Ellipsometry can be deployed in parallel to map wave-front …