Digital Commons Network^™

System For Diagram Generation With Decoupled Logical Interpretation And Deterministic Rendering, Timothy Jabez, Arindam Sirohia, Stenal P. Jolly, Shreya Prabhu

Defensive Publications Series

A system for diagram generation can address potential limitations where logical interpretation and visual rendering are coupled, which could lead to inconsistent outputs. The system can employ a decoupled, multi-stage pipeline. For example, a first processing stage using artificial intelligence can transform an unstructured user input into a platform-agnostic intermediate logical artifact that defines a diagram's components and connections without spatial or visual information. Subsequently, a separate layout and rendering engine can process this logical artifact to calculate spatial positions and generate a visual diagram. This separation of logical interpretation from visual rendering may improve the reliability and accuracy of …

Plant And Process For Methanol Production Using High-Pressure Electrically Heated Reforming, Martin Baumgaertl, Gianluca Pauletto

Defensive Publications Series

The present technical disclosure relates to a plant and to a corresponding process for the conversion of a feedstock comprising methane and/or other hydrocarbons and carbon dioxide into methanol. The plant and process integrate an electrically heated reforming reactor within a methanol synthesis loop. The electrically heated reforming reactor is configured to discharge the syngas stream at a pressure equal to or higher than an operating pressure of the methanol synthesis reactor, and the main syngas flow path is free of an intermediate synthesis-gas compressor configured to raise the syngas stream to the operating pressure of the methanol synthesis reactor.

System And Method For Zero Copy Machine Learning Inference Using Non Owning Shared Memory Model Views, Faiz Ahmed

Defensive Publications Series

A system and method are disclosed that eliminate model loading in machine learning inference by enabling inference processes to operate directly on a shared, already‑resident model representation, wherein trained model parameters are stored as native binary structures in operating‑system managed shared memory and are accessed by inference processes through non‑owning typed memory views that require no allocation, copying, or deserialization; the shared memory region serves as the authoritative representation of the model and includes a control header and a plurality of model slots arranged in a double‑buffered configuration, wherein model updates are performed by writing a model into an inactive …

Reference-Model-Equivalent Weekly Utilization Cap Computed Directly From The Billing Ledger, Gustavo Matthew Assuncao

Defensive Publications Series

This document discloses, as enabling public prior art, a method and system for enforcing a periodic utilization cap over heterogeneous large-language-model (LLM) usage without maintaining a separate rate-limit counter store. The consumption of models with different price/performance profiles is normalized onto a single synthetic currency — base-equivalent tokens — by assigning each model a drain weight pinned to the ratio of that model's provider output price to a chosen base model's output price. The cap for a given account is enforced before each call by computing the account's current-window utilization on demand, as a query-time SQL CASE aggregation over the …

Usage-Row-Gated Exactly-Once Prepaid Debit Protocol For Metered Llm Turns, Gustavo Matthew Assuncao

Defensive Publications Series

This document discloses, as enabling public prior art, a computer-implemented protocol for debiting a prepaid credit wallet exactly once for a metered large-language-model (LLM) turn, and for doing so without ever producing either of the two well-documented failure classes of naive metered billing: the double-debit (a retried turn charged twice) and the free turn (a completed provider call that never bills, or that records usage telemetry without a matching charge). The core mechanism is an ordering invariant executed inside one database transaction: after acquiring a row-level exclusive lock on the wallet row, the system performs the metered-usage telemetry INSERT first, …

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A System And Method For Data Replication With Agentic Timestamp-Based Conflict Resolution In Rdbms Cluster, Ravi Shanker Kumar Sinha

Defensive Publications Series

A system and method for autonomous data replication with conflict resolution in a distributed relational database management system (RDBMS) cluster includes a plurality of RDBMS nodes arranged in a mesh topology, wherein each RDBMS node maintains a local database, a logical clock, and a node identifier. A replication agent associated with each RDBMS node monitors change logs and propagates record modifications to other RDBMS nodes through bi-directional replication links. A conflict resolution module detects concurrent updates to a same record from different RDBMS nodes and resolves detected conflicts by comparing logical timestamps and selecting an update having a higher timestamp …

Media-Baked Convergent First-Boot Network Bring-Up, Gustavo Matthew Assuncao

Defensive Publications Series

This document discloses, enables, and dates a method and system for driving a freshly imaged bare-metal server from power-on to a single-homed, remotely reachable management state without any console interaction, any human network operator, and — critically — without any cloud or on-network metadata source. A generator bakes a per-node convergence agent directly into the operating-system install media under the vendor-supplement ($OEM$) payload path. During installation the OS setup engine copies that agent onto the target file system. A tiny first-boot script then registers a privileged (SYSTEM) scheduled task that re-executes an idempotent convergence agent on every subsequent boot until …

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Verify-First Phase Autopilot With Out-Of-Band Differential Diagnosis, Gustavo Matthew Assuncao

Defensive Publications Series

This document discloses, in enabling detail, an autonomous and self-healing bare-metal deployment autopilot. The system drives an end-to-end deployment pipeline through a single uniform per-phase contract — attempt(phase, max, work, verify, heal) — that verifies the desired state before performing any work, performs the phase's work at most once, and on continued failure either remediates and retries or hard-escalates to a human. Verifying first makes every phase idempotent and turns an interrupted run into a resumable one at no extra cost. The defensible element of this disclosure is the mechanism by which the autopilot remediates a node whose in-band control …

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In-Process Live T-Sql-To-Postgresql Transpiling Driver Facade With Ddl/Dml-Differentiated Idempotency Tolerance And Tri-Backend App Namespacing, Gustavo Matthew Assuncao

Defensive Publications Series

This publication discloses, enables, and dates a mechanism by which application code written against a Microsoft SQL Server (T-SQL) client driver is executed unchanged against a PostgreSQL server by an in-process driver facade that transpiles each SQL statement to PostgreSQL dialect at query time, inside the application process, with zero additional infrastructure. The facade reproduces the driver's object model — the pool, the request object with fluent input().query(), the { recordset, rowsAffected } result shape, and the named-parameter binding convention — so that the swap is invisible to callers. The transpiler performs, per statement: MERGE→INSERT … ON CONFLICT with source-alias …

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Self-Wiping Winpe With A Parked Shell: A Fail-Closed Single-Disk Clean Injected Into Boot.Wim For Unattended Remote Re-Image, Gustavo Matthew Assuncao

Defensive Publications Series

This document discloses, in enabling detail, a fail-closed mechanism for unattended, fully-remote re-imaging of bare-metal servers whose primary disk already carries an operating system, controlled only through an out-of-band management controller that exposes no remote keystroke channel. A user-mode edit of the Windows Preinstallation Environment (WinPE) boot image injects a shell manifest (winpeshl.ini) and a launcher script that cleans the partition table of Disk 0 only before the OS installer runs, then parks the shell forever in a sleep loop because the installer entrypoint is a stub that returns before the operating system has been applied. The build step re-extracts …

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Traffic-Quiescence Virtual-Media Eject: Inferring Bare-Metal Os-Install Progress From Bmc Iso-Fetch Telemetry, Gustavo Matthew Assuncao

Defensive Publications Series

This document discloses, as enabling public prior art, a method and system for driving an unattended bare-metal operating-system (OS) installation to completion by inferring install progress from the network traffic that a server's out-of-band management controller (BMC) generates while it streams the installation image over virtual media. A range-capable HTTP ISO server instruments every byte-range request per served file into a compact {bytes, requests, last-read} record. A dual-threshold traffic-quiescence rule — a primary rule (image byte floor reached AND read activity quiet for a short window) plus a low-water/long-quiet fallback and a hard-timeout safety fallback — concludes that the image-apply …

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Structural Review-Gate Stubs: Security Capabilities Shipped As Typed Fail-Closed Throwing Stubs Activated Only By Vetted-Handle/Key Presence, Gustavo Matthew Assuncao

Defensive Publications Series

This publication discloses Structural Review-Gate Stubs, a software design in which a security-critical capability ships to production as a typed, fail-closed throwing stub whose activation gate is the presence of a vetted provisioning artifact — an injected cryptographic handle, a parseable asymmetric signing key, or a genuine payment secret — and not a boolean feature flag or an environment toggle. When the artifact is absent, malformed, or a deploy-time placeholder, the capability's dangerous operation is not merely disabled; the safe-looking fallback branch does not exist in the code. Attempting the operation raises a single typed gate error carrying a stable …

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Email-Transported Vlm Telemetry Loop, Gustavo Matthew Assuncao

Defensive Publications Series

Many vendors expose per-user consumption in a web console but provide no programmatic metering endpoint, or gate that endpoint behind an enterprise agreement that a small operator does not hold. This disclosure describes a durable, low-friction mechanism for turning such API-less consumption into a first-class metric time series. A designated human periodically screenshots each monitored entity's vendor-console usage page and forwards it, one message per entity, into a shared mailbox — placing the entity's identity in the message subject. A scheduled ingester (1) searches the mailbox for the designated sender through a standard mail API, (2) admits only subjects matching …

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Pre-Rated-At-Emit Admin-Immutable Metering Ledger With Unconditional Immutability Trigger And Writer-Role-Only Append, Gustavo Matthew Assuncao

Defensive Publications Series

This publication discloses, enables, and dedicates to the public a mechanism for maintaining a usage-metering ledger — the "money record" of a licensing or metered-billing platform — whose immutability and tamper-evidence are properties of the database schema and its privilege grants rather than of an application-level audit trail. The mechanism rests on a single design inversion: each usage event is pre-rated at emit, meaning its final billable monetary amount is computed in application memory and written into the inserted row, so that the row is born final. Because a correctly rated row never needs a legitimate later edit, the ledger …

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Erasable-Subject Proof-Of-Authorship Vault, Gustavo Matthew Assuncao

Defensive Publications Series

This document discloses, as enabling public prior art, an erasable-subject proof-of-authorship vault. The vault records who conceived what, when in a form that a third party can verify offline, that stays provable after the creator's identity has been erased, and that is honest on its face about the evidentiary strength of every timestamp it carries. The mechanism does not claim the underlying transaction-coupled single-writer append-only ledger — that primitive is treated here as previously disclosed prior art (referred to throughout as Disclosure A, the single-writer baseline). Instead, this publication claims, strictly above that baseline, the composition of four techniques: (1) …

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Counts-Only Entitlement Metering For Client-Encrypted Local-First Stores With Entitlement-Namespaced Dedupe And Bounded-Outage Fail Policy, Gustavo Matthew Assuncao

Defensive Publications Series

This document discloses, enablingly and in full, a method and system for metering and billing a digital resource that is stored only on an end-user's own device, while the authoritative meter, entitlement checks, and invoice-generation remain on a server-side billing spine that never receives the resource's plaintext or ciphertext. The server persists, per usage event, exactly one artifact: an idempotent usage row whose quantity is a COUNT (a number of documents, ingest units, or retrieval units), never bytes of content, never a title, never an embedding. Exactly-once accounting under retries and cross-tenant safety under untrusted client input are obtained by …

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Monotonic Deploy Guard Via Git-Dag Ancestry Against A Cluster-Recorded Live Commit, Gustavo Matthew Assuncao

Defensive Publications Series

This document discloses a deploy-time admission mechanism that decides whether a candidate build artifact may be applied to a running service by reasoning over the source-control commit graph (the Git directed acyclic graph, or DAG) at the moment of deployment, rather than over pipeline serial numbers, build clocks, image push order, or semantic version strings. A candidate commit is admitted only when two independent DAG relationships both hold: (1) the candidate is an ancestor-or-equal of the integration-branch HEAD (i.e. it is genuinely merged, not divergent or unmerged work), and (2) the candidate is not strictly behind the last-successfully-deployed commit that …

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Outage-Window Minimization Choreography: Prepull-Before-Maintenance With Daemonset Readiness As An Image-Present Barrier, Gustavo Matthew Assuncao

Defensive Publications Series

This document discloses, as enabling public prior art, a unified control loop that minimizes the user-facing outage of a Recreate-class Kubernetes rollout when the workload image is large (on the order of one gigabyte) and the cluster's nodes cold-pull that image slowly (tens of minutes on constrained on-premises hardware). The core insight is choreographic: the two operations that dominate a naive maintenance-window outage — building the image and pulling it onto the node that will run the new pod — are moved outside the user-facing window and executed while production traffic still flows. The warm-up is performed by a purpose-built …

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Transient Cordon-Fence Pinning Of Recreate Rollouts To The Readwriteonce-Volume-Holder Node, Gustavo Matthew Assuncao

Defensive Publications Series

This document establishes public, dated prior art over a deployment-orchestration mechanism that eliminates the ReadWriteOnce (RWO) "Multi-Attach" deadlock during a Recreate-strategy rollout of a Kubernetes workload that mounts a single-attach persistent volume. At deploy time, the mechanism discovers the volume-holder node from the running pod's spec.nodeName, then cordons every other node in the workload's scheduling pool for the rollout window only, so the replacement pod can schedule onto exactly one node — the holder — making Multi-Attach structurally impossible rather than merely unlikely. Bookkeeping is ownership-aware: only nodes this run cordoned are recorded in a ledger; nodes already cordoned by …

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Credential-Isolation Protocol For Autonomous Ai Coders In Multi-Tenant Repositories, Gustavo Matthew Assuncao

Defensive Publications Series

Autonomous AI coding agents that branch, commit, and push on behalf of a fleet invert the assumption behind conventional continuous-integration (CI) secret handling. CI secret models deliver credentials through environment variables and rely on log masking, because they assume the untrusted principal is a human operator or an external attacker reading build logs — not the code author itself. When the code author is a large-language-model (LLM) agent that runs in-process with the orchestrator, inherits its environment, and can emit arbitrary files and network calls under an auto-accept edit mode, an environment-delivered token becomes an open exfiltration channel and log …

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Webhook-Anchored Call-Bound Hmac Token Chain For Telephony Media-Stream Websocket Upgrades, Gustavo Matthew Assuncao

Defensive Publications Series

Every widely-copied "connect a phone call to a realtime LLM" sample — Twilio Media Streams bridged into OpenAI Realtime, and the many forks of it — ships an application WebSocket endpoint (commonly /media-stream or /api/voice/stream) that accepts any upgrade request that knows the path. The telephony provider connects to that socket out-of-band, over the public internet, carrying no bearer credential. An attacker who learns or guesses the path can open the same socket and drive a paid realtime-inference session on the victim's account: classic toll-fraud and premium-resource abuse. This publication discloses a fail-closed trust chain that closes the hole without …

Caldwell Leqembi Home‑Safety & Support Engine (Clhse‑1.0) Unified Open‑Hardware Architecture Integrating Cudre‑1.0, Cng‑Loop V1.0, Cinhrs, Becds V2.0, Accs V4.0, And Caregiver/Clinic Integration Enhancements, Michael Victor Caldwell Mr.

Defensive Publications Series

Abstract

CLHSE‑1.0 is a unified, open‑hardware support architecture designed for patients receiving FDA‑approved LEQEMBI IQLIK (subcutaneous lecanemab‑irmb) for early Alzheimer’s disease. The system integrates five existing Caldwell inventions, each posted on the TDC site, and adds a caregiver micro‑dashboard, clinic integration packet, and minimal hardware starter kit to increase real‑world viability and testing potential.

CLHSE‑1.0 provides a non‑clinical safety and monitoring envelope around LEQEMBI IQLIK’s at‑home dosing model, addressing ARIA‑E/ARIA‑H symptom detection, injection‑reaction monitoring, neurologic changes, sleep‑linked deterioration, caregiver workflow, and functional decline tracking aligned with CDR‑SB domains.

CLHSE‑1.0 does not modify lecanemab, its dosing, its pharmacology, or its FDA‑approved …

Polymer Production From Biogenic Feedstocks, Natalie M. Durdle Miss

Defensive Publications Series

1. This document outlines a standardized, closed-loop biological framework for manufacturing high-tensile structural fibers capable of supporting high-altitude or orbital infrastructure. The pipeline eliminates the requirement for traditional heavy industrial refinery infrastructure by utilizing a re-engineered multi-organism bacterial substrate. Through co-cultured metabolic pathways, engineered microorganisms systematically convert base carbon inputs into volatile propane and ammonia gases. These gases are captured, reacted via ammoxidation, and carbonized to generate advanced carbon-fiber matrices suitable for aerospace tether deployments.

Pipeline For Llm Refinement With Expert Routing, Consensus, And Impact Attribution, Saloni Priya

Defensive Publications Series

Systems and methods can refine LLM outputs through a pipeline architecture that integrates human expert feedback. This pipeline may feature a dynamic routing engine to assign detected errors to qualified experts, an adaptive quality-weighted consensus engine to validate proposed corrections, and an impact attribution engine to measure the value of contributions. These components can operate in a feedback loop to identify, correct, and reintegrate validated knowledge. This process can be used to ground future LLM generations with curated information, potentially affecting the factual accuracy and reliability of model outputs in a scalable manner.

Reactive Mid-Session Expansion Of A Multi-Agent Large-Language-Model Team Under Bounded Admission And Guaranteed-Termination Phase Constraints, With Cross-Session Agent Reincarnation, Antonio Gallego Sáez, Juan Cazila

Defensive Publications Series

In the context of multi-agent artificial intelligence (AI) environments in which a supervisor large language model (LLM) agent participates in a bounded collaborative reasoning session alongside a pre-declared team of specialist LLM agents, a system is proposed herein that dynamically spawns agents on demand by allowing the supervisor LLM agent to emit structured spawn directives during selected phases of a session. The team of specialist LLM agents can thereby expand in response to domain gaps discovered during the session while remaining subject to bounded-admission and guaranteed-termination constraints.

Process For Preparation Of Ensifentrine, Anonymous

Defensive Publications Series

Based on known literature, a reaction scheme was designed for the preparation of Ensifentrine and the same was carried out in lab and commercial scale as well, to achieve consistently high yield and purity of the API.

Policy-Graph Audit Method For Algorithmic Collusion Detection In Multi-Agent Pricing Systems, Anonymous

Defensive Publications Series

A computer-implemented audit evaluates collusion risk in multi-agent reinforcement-learning pricing systems by analyzing the full counterfactual structure of trained policies rather than only observed price traces. Trained policies are frozen into deterministic greedy action mappings over a discrete joint market state space. A deterministic successor mapping is computed for each joint state to form a directed functional graph with one outgoing edge per state. The graph is decomposed into attractor cycles and basins of attraction that partition the state space. Each attractor is assigned an elevation score based on mean cycle price relative to reference Nash and joint-profit-maximizing price levels, …

Integrated System For Parallel Codebook Generation Via Discrete Flow Matching With Latent-Compressed Encoder States And Fused Gpu Kernel Execution, Anonymous

Defensive Publications Series

Systems and methods generate multi-codebook semantic identifiers for generative retrieval using parallel discrete flow matching, latent-compressed encoder conditioning, and fused GPU execution. A user context is encoded to an encoder representation E, which is compressed to a latent-compressed encoder state cKV = E * Wdown with dc << D. N candidate discrete states over K codebooks are initialized from noise and iteratively denoised for T steps, updating all K codebook positions in parallel according to per-codebook schedules sigma_k(t) = t^{alpha_k} with learnable alpha_k. Cross-attention conditioning is computed over cKV using absorbed projection operations. Flow updates and candidate scoring execute within a single fused GPU kernel launch that may be persistent, retaining cKV in on-chip cache across steps and selecting top-n outputs.

Power-Efficient Packet Aggregation For Wireless Radio During Low-Power Processor Data Offload Via Throughput-Mismatched Interface, Anonymous

Defensive Publications Series

A wireless radio buffers packets received from a low-power processor over a lower-throughput host interface while keeping radio-frequency (RF) hardware in a low-power state. Firmware on the wireless radio detects a first packet arrival and starts a single-shot aggregation timer. Subsequent packets received during the timer interval are accumulated in a local buffer without powering the RF hardware. When the timer expires, the firmware activates RF circuitry and transmits the accumulated packets as a high-throughput over-the-air burst. After the burst, the aggregation timer is not re-armed, allowing later packets to be transmitted without added aggregation delay. The timer duration may …

A Process For The Preparation Of Xanomeline And Its Pharmaceutically Acceptable Salts, Msn Laboratories Private Limited, R&D Center; Srinivasan Thirumalai Rajan, Sagyam Rajeshwar Reddy, Shaik Mahammad Rafee And Buvanagiri Ajay Kumar.

Defensive Publications Series

The present disclosure relates to a process for the preparation of pure Xanomeline of formula-1 and its pharmaceutically acceptable salts. The structure of the formula-1 is shown below:

Formula-1.