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 …

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 …

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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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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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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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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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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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.

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, …

Provenance-Tiered Database Serve-Override Cms Over Immutable Container Assets, Gustavo Matthew Assuncao

Defensive Publications Series

This document discloses, as enabling public prior art, a content-management mechanism that layers a database-backed content overlay on top of an immutable set of static assets baked into a container image. A single GET-only "serve-override" resolver, keyed on the tuple (slug, locale, audience), returns a published database row when one exists and otherwise falls through to the baked file. The image is the read-only floor; the running pod is never written at request time. Two structural properties are central. First, a reserved-slug set — authentication, session, and OAuth callback paths — is never overridable, so security-critical routes always execute baked, …

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Deterministic Stateless Digital-Twin Rendering Of A Live Ai-Agent Workforce With Ledger-Windowed Replay, Gustavo Matthew Assuncao

Defensive Publications Series

This document discloses, with enabling detail sufficient for a person of ordinary skill to build it, a method and system for rendering a live, game-like visualization of a workforce of autonomous software agents in which every visual property is a pure deterministic function of operational records and the renderer holds no game state. Avatar state resolves by an active-work-wins-over-the-clock precedence; deterministic hashing places desks and picks palette swatches with a bounded collision-walk over the true floor grid; an ambient night tint is computed from the share of off-shift ("dreaming") agents plus the server hour, never a viewer's clock; ledger events …

Modality-Blind, Local-First Handwriting Evidence Ingestion With Server-Side Image Rejection And Absence-Never-Denies Gate Equity, Gustavo Matthew Assuncao

Defensive Publications Series

Adaptive-learning platforms increasingly want to admit analog work — a photographed page of handwritten work — as assessment evidence alongside typed and spoken answers. The obvious implementation is corrosive: it uploads a child's handwriting image to a server, applies a single blanket consent posture across every capture surface, and — most insidiously — lets the presence of a shiny new evidence channel become an implicit penalty for the learner who has no camera, no printer, or no wish to photograph their work. This disclosure describes a mechanism that structurally refuses all three failure modes. First, the client performs deterministic on-device …

Fail-Closed Multi-Backend Artifact Gate With Reject-Biased Union Resolution And A Single Chokepoint, Gustavo Matthew Assuncao

Defensive Publications Series

This publication discloses, with enabling detail, a fail-closed governance gate that is invoked at every path capable of creating, registering, or enabling a governed unit of work — a new application, a new game, or a large ("big-task") change. The gate refuses to let creation proceed unless a mandated set of governance artifacts (an idea brief, a purpose statement, a design, a cost model, an implementation plan, a deployment runbook, and a live tracker) is proven to exist. The novelty is not "check that files exist." It is how presence is resolved. A mandated artifact may live in any one …

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Owner-Gated Conversation-To-Cognition Ingestion With Lazy Persona Activation And Crash-Restorable Process Table, Gustavo Matthew Assuncao

Defensive Publications Series

This publication discloses, in enabling detail, a mechanism that couples a synchronous conversational assistant (a chat surface a human talks to and gets an immediate answer from) to an asynchronous autonomous-agent runtime (a background "persona" that perceives, reasons, plans, acts, and reflects on its own schedule) through a single caller-trust-scoped ingestion valve. Every conversational turn is stamped with an access mode denoting the trust of the caller. The valve admits a turn as cognitive work only when the access mode denotes the resource owner; turns from untrusted (guest) callers are dropped at the valve so untrusted conversation never becomes autonomous …

Dual-Path Work Delivery Into An Agent Cognitive Loop, Gustavo Matthew Assuncao

Defensive Publications Series

This publication discloses, in enabling detail, a dual-path protocol for delivering a unit of work into an autonomous agent's cognitive loop and for verifying, out of band, that the work does not silently stall. A fast path enqueues a work item in-process onto a resident attention queue by resolving the engine from a shared carrier (a config bridge object, else a last-resort global handle) and calling a plain function; this path is deliberately lossy — it never retries, never demands an acknowledgement, and fails soft to false when the engine is not resident. Correctness is not entrusted to the fast …

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Closed-Loop Cross-Call Caller Memory For Voice Ai Agents, Gustavo Matthew Assuncao

Defensive Publications Series

This defensive publication discloses a closed-loop memory architecture for real-time voice AI agents in which the machine-readable output of a post-call extraction step is fed back to reconfigure the next generative session. On call teardown, a single generative pass jointly extracts the spoken caller identity and composes a personalized follow-up email, halving per-call inference cost relative to running extraction and composition as two passes. A per-persona configuration row gates a five-way action fan-out — follow-up email, admin briefing, CRM contact, CRM lead/ticket, and caller memory — over that single result. CRM lead creation exploits a unique-constraint violation as a control …

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Spoken-Delegation Phone-Errand Protocol, Gustavo Matthew Assuncao

Defensive Publications Series

This publication discloses, enables, and dates a protocol by which a human, while already speaking with an AI voice agent over a live telephone call, verbally delegates a second, downstream phone errand — and the platform autonomously performs it end to end and reports back. The mechanism has four coupled parts. First, in-call task capture: a function/tool call the model issues mid-conversation (schedulecall) converts a spoken delegation into a typed task row in the agent's own workspace, and the confirmation is spoken back within the same turn. Second, LLM workflow synthesis: a cognitive loop later dequeues the task and an …

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A High-Frequency Gan-Driven Concentric Transducer Apparatus For Soliton Restructuring: System Specifications For Dehp Non-Equilibrium Transmutation, Christopher L. Eckes

Defensive Publications Series

This technical disclosure formalizes the applied systems engineering specifications and low-level circuit architectures for an analog, multi-frequency wave-harmonic hardware prototype designed to execute room-temperature, layerless elemental transmutation. Rejecting the high-energy particle acceleration, plasma-confinement, and thermal-induction paradigms of traditional nuclear physics, this architecture treats three-dimensional matter-knot solitons as localized vertical geometric tension fields projected from a continuous, two-dimensional conformal phase fluid substrate located at the z = 0 coordinate horizon. To understand the foundational mechanics of the underlying dimensional projection fluid, reference is directed to the author's prior works indexed on TDCommons.org regarding the Dimensionally Extended Holographic Projection (DEHP) model.

The …

Wsm‑1.0 — Water Sponge Module (Supplement To Gci #312‑S And Dbfe‑Dry V1.0) Hydro‑Retention Sponge For Atmospheric Water Harvesting & Seed Support, Michael Victor Caldwell Mr.

Defensive Publications Series

ABSTRACT

WSM‑1.0 is a supplemental module designed to increase the effective water output of the CP‑AWH atmospheric water engine used in:

• GCI #312‑S — Hyperion‑AWH Desert Food Engine v1.1

• DBFE‑Dry v1.0 — Zero‑Water Desert Fertilizer Engine

WSM‑1.0 uses a hydro‑absorbent sponge matrix (hydrogel, cellulose foam, biopolymer sponge, or MOF‑gel hybrid) to:

• absorb water produced by CP‑AWH

• store it safely against desert heat

• prevent evaporation losses

• release water slowly into soil or seed zones

This module increases water‑use efficiency by 30–60%, reduces evaporation by 40–70%, and improves seed germination by 25–50%.

WSM‑1.0 is fully open‑hardware, patent‑free, and designed for survival‑grade agriculture …

Gci #312‑S — Dbfe‑Dry V1.0 Zero‑Water Desert Biomass Fertilizer Engine Supplement Module For Gci #312 – Hyperion‑Awh Desert Food Engine V1.1, Michael Victor Caldwell Mr.

Defensive Publications Series

Abstract

DBFE‑Dry v1.0 is a zero‑water fertilizer production module designed to integrate with or operate independently from GCI #312 – Hyperion‑AWH Desert Food Engine v1.1.

The system converts dry desert biomass — including tumbleweed, mesquite pods, prickly pear pads, agave leaves, desert grasses, yucca fibers, and creosote bush — into mineralized fertilizer pellets without using any water.

DBFE‑Dry v1.0 uses three existing Caldwell inventions:

• Lazarus Prime Fertilizer Pelletization System

• Phoenix‑Cracker v2.0 (Dry‑Thermal Mode)

• Vortex‑Plus Soil Oxygenation Module

Together, these modules create a closed‑loop nutrient cycle that requires no water during fertilizer production and increases crop yield by 20–45% while costing …

Gci #312 – Hyperion‑Awh Desert Food Engine V1.1 Closed‑Loop Atmospheric Water + Seed Acceleration System For Food Production In Hyper‑Arid Environments, Michael Victor Caldwell Mr.

Defensive Publications Series

Abstract

The Hyperion‑AWH Desert Food Engine v1.1 is an open‑hardware, closed‑loop food‑production system designed for regions with <10% humidity, <50 mm annual rainfall, and extreme heat. The system integrates:

• Hyperion Seed Accelerator v3.3

• CP‑AWH v1.2 Atmospheric Water Harvester

• Arachne Smart‑Skin Substrate

• Phoenix‑Cracker Cavitation Nutrient Reactor

• Vortex‑Plus Soil Oxygenation Module

With two integrated upgrades:

• Nanobubble Root‑Zone Injector

• Thermal‑Cycle Substrate

And two optional enhancements:

• Microbubble Nutrient Reactor

• Solar‑Thermal Heat Sink Panel (passive radiator)

Together, these modules create a self‑sustaining micro‑agriculture reactor capable of producing edible desert crops using 75–96% less water than conventional agriculture.

This disclosure includes full build instructions, module descriptions, operational flow, optional enhancements, and viability percentages.

No patents. No secrets. Fully …