Digital Commons Network^™

Caldwell Hermes‑Awh V1.0 High‑Flux Enthalpy‑Recycling Modular Extraction System Open-Hardware, Build-And-Test Atmospheric Water Harvester For Low-Humidity Environments, Michael Victor Caldwell Mr.

Defensive Publications Series

Caldwell HERMES‑AWH is a modular, solar-regenerated atmospheric-water-harvesting system designed for low-to-moderate relative humidity, nominally 15–35% RH. The design addresses the major practical bottlenecks of conventional sorption-based atmospheric water harvesting: slow water-vapor diffusion into thick sorbent beds, adsorption heat that reduces uptake, poor thermal uniformity during regeneration, loss of desorbed vapor, incomplete condensation recovery, and low daily cycle count.

The system uses multiple thin structured sorbent cassettes, each carrying a 0.5–2.0 mm active sorbent layer on a thermally conductive backplane. Cassettes operate in sequential modes: ambient-air adsorption, thermal preconditioning, closed solar-thermal regeneration, vapor recovery and condensation, and cooling/reset. The system maintains …

Control-Plane Route Staling In An Ethernet Virtual Private Network Using A Stale Route Target On Ethernet Auto-Discovery Routes, Anonymous

Defensive Publications Series

A control-plane route staling mechanism for an Ethernet Virtual Private Network (EVPN) is disclosed. When a single-homed link between a local Provider Edge (PE) router and a Customer Edge (CE) device fails, the local PE router removes the associated Media Access Control (MAC) and Internet Protocol (IP) forwarding entries from its hardware forwarding table, retains the corresponding EVPN Type 2 routes in its local routing information base, suppresses Type 2 withdrawals, and starts a configurable stale timer. The local PE router readvertises the EVPN Type 1 Ethernet auto-discovery route for the Ethernet Segment with a predefined stale route target in …

System And Method For Statistical Modeling And Automated Lifecycle Refresh Detection Of Digital Media Assets, Manisha Arora, Yassine Idrissi, Bruno Caforio

Defensive Publications Series

A data-driven, statistically rigorous analytical framework is disclosed for determining performance decay and optimizing the replacement timing of digital media assets (such as images and videos) in digital media campaigns. The system ingests campaign-level and asset-level metrics on a daily basis and extracts high-dimensional visual and semantic embedding vectors from the media assets using a deep neural network feature extractor. A visual taxonomy is constructed by clustering similar assets into visual archetypes using K-Means clustering, allowing for aggregate fatigue analysis within specific thematic content clusters. The statistical decay engine fits a non-linear saturation model (e.g., a Hill function S-curve) to …

C++ Iterator Hardening Via Restriction Of Scripting Engine And Inter-Process Communication Execution, Kentaro Hara

Defensive Publications Series

Memory safety flaws, such as use-after-free vulnerabilities, are caused when collection structures are modified during active iteration loops. Modifications to an active collection structure are sometimes induced by unexpected execution of a scripting language engine or an inter-process communication mechanism, whereby dangling iterators are produced. To mitigate these flaws, a thread-local counter mechanism is disclosed. A counter within thread-local storage is modified across iterator lifecycle operations, including construction, copy construction, move construction, assignment, and destruction. Within a rendering process, execution of a scripting language engine is blocked via a process termination if a non-zero value is held within the counter. …

Caldwell W2g‑Vt V2.1 — Continuous Waste‑To‑Gasoline Refinery Using Molten‑Salt Cavitation Depolymerization, Halogen Scrubbing, Dual‑Bed Zsm‑5 Swing Catalysis, Venturi Ultra‑Fast Spray Quench, Ultrasonic Anti‑Fouling, Steam‑Stripped Heavy Bottoms, Optical Cavitation Feedback & Vortex‑Tube Instrument Cooling, Michael Victor Caldwell Mr.

Defensive Publications Series

This research project develops and validates a continuous‑flow waste‑to‑gasoline refinery capable of converting mixed waste plastics and organics into high‑octane gasoline (C₅–C₈, 91–95 RON) at 1.0 kg/s throughput.

The system integrates:

• Molten‑salt depolymerization (NaNO₃/KNO₃ at 450°C)

• Phoenix‑Cracker hydrodynamic cavitation (from your TDCommons inventions)

• Arachne‑NTC optical cavitation sensors (TDCommons)

• CaO/MgO halogen scrubbing

• Dual‑bed ZSM‑5 swing catalytic reactor

• Venturi direct‑contact spray quench (0.12 s)

• 28 kHz ultrasonic anti‑fouling

• Steam‑stripped heavy bottoms

• Vortex‑tube instrument cooling

• Light‑gas oxygen purge

• Fractionation and internal energy recovery

This document provides the full research theory, experimental plan, system diagrams, operating parameters, integration notes, and validation methodology required to …

Coupled Möbius‑Geometry Magneto‑Fluidic Toroids With Distributed Electromechanical Transduction For Induction, Amplification, And Neuromorphic Signal Conditioning, Michael @ Gaiacortex Terzi, Michael Terzi

Defensive Publications Series

This disclosure describes a paired toroidal system containing a magneto‑responsive fluid and distributed electromechanical transducer elements. Each toroid operates in a distinct activation mode: one responds primarily to magnetic field variation, while the other responds primarily to electrical excitation within the fluid. The internal geometry may include non‑orientable pathways, such as Möbius‑like channels, which influence circulation, resonance, and signal propagation. The system enables coupled induction, amplification, and modulation behaviors suitable for neuromorphic, spintronic, or computational applications. Implementation details are intentionally omitted to avoid enabling reproduction.

Adaptive Homeostasis: A Strategy For Preserving Stability And Generative Capacity Under Uncertainty, Volodymyr Kotegov

Defensive Publications Series

This document offers a practical framework of priorities and working tools for people confronting a shrinking planning horizon, the declining value of conventional educational and professional pathways, rising psychophysical exhaustion, and a loss of coherent direction.

The strategy addresses two related tasks. The first is to protect psychological and physical health, secure basic material stability, and maintain the capacity for clear thinking. The second is to sustain generative capacity—the ability to produce non-trivial observations, hypotheses, and life trajectories. Generativity is treated first and foremost as a present-day resource. It supports a sense of meaning, adaptability, and psychological resilience. Secondarily, it …

Aquila-X 3.0: Modular High-Throughput Mobile Potable-Water Factory With Adaptive Pretreatment, Parallel Production Trains, Seawater Energy Recovery, Multi-Grade Outputs, And Concentrate-First Residual Management Research Conceptual Invention, Michael Victor Caldwell Mr.

Defensive Publications Series

AQUILA-X 3.0 is a transportable, modular, multi-barrier water-production platform designed to produce more independently verified potable water per deployable system than conventional mobile RO plants while maintaining safe operation, source-specific treatment, practical energy demand, maintainability, redundancy, and complete residual accountability.

The system does not depend on one miracle component. Its capacity comes from:

• Selecting the shortest safe treatment route for each characterized source.

• Removing grit, solids, oil, algae, and foulants before fine membranes.

• Using multiple independently isolatable production trains.

• Avoiding high-pressure RO when freshwater does not need desalination.

• Using dedicated high-pressure SWRO equipment and energy recovery when seawater does need …

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Notification String Optimization Using Reinforcement Learning And Llms, Sumit Kumar Jha, Ishan Gambhir, Shubham Kumawat

Defensive Publications Series

Current approaches to avoid the drop in engagement with notifications have a high overhead, are slow to roll out, and lack content personalization. This disclosure describes techniques, implemented with user permission, to automatically select and manage content for push notifications with an automated closed-loop self-healing personalized architecture. The approach can be implemented with a Contextual Multi-Armed Bandit (CMAB) Reinforcement Learning (RL) model with reward signals configured to trigger a Large Language Model (LLM) to generate, validate, and inject fresh personalized notification strings in the content pool. The pipeline to generate structured content to replace previously pushed notification content can be …

Improved Process For The Preparation Of An Intermediate Of Janus Kinase Inhibitor, Lee Pharma Limited

Defensive Publications Series

The present disclosure relates to {1-(ethyl sulfonyl)-3-[4-(7H-pyrrolo[2,3-d] pyrimidin-4-yl)-1H-pyrazol-1-yl] azetidin-3-yl} acetonitrile, is represented by following structural formula (1) and its polymorph thereof.

The present disclosure provides an improved process for the preparation of n-protected 3-(cyanomethylene)azetidine compound.

Openslip: Open Dual-Purpose Tribometer And Penetrometer (Architecture Disclosure, 2026-08-27), Michael Vredenburgh

Defensive Publications Series

Defensive publication / technical disclosure of OpenSlip, an open dual-purpose tribometer and penetrometer architecture. Published 2026-08-27 to establish prior art. Source repository: https://github.com/MVredenburgh/OpenSlip . Zenodo DOI: https://doi.org/10.5281/zenodo.22133878 . Licensed CC BY-SA 4.0.

Openslip: Open Dual-Purpose Tribometer And Penetrometer (Architecture Disclosure, 2026-08-27), Michael Vredenburgh

Defensive Publications Series

Defensive publication / technical disclosure of OpenSlip, an open dual-purpose tribometer and penetrometer architecture. Published 2026-08-27 to establish prior art. Source repository: https://github.com/MVredenburgh/OpenSlip . Zenodo DOI: https://doi.org/10.5281/zenodo.22133878 . Licensed CC BY-SA 4.0.

Scope notes: this is an architecture disclosure. CAD files do not exist yet. The design is not ASTM or ANSI certified and no certification is claimed.

Vt‑Tce V1.0 — Standalone Buildable Disclosure Vortex‑Tube Thermal Conditioning Engine A Passive Hot/Cold Separation Thermal‑Conditioning System For Remote Energy Installations, Michael Victor Caldwell Mr.

Defensive Publications Series

VT‑TCE v1.0 is a builder‑ready, open‑hardware, standalone thermal‑conditioning engine based on:

• vortex‑tube hot/cold separation

• passive thermal routing

• synthetic‑coolant compatibility

• hot‑stream buffering

• cold‑stream electronics/sensor cooling

It is designed for remote energy installations, providing:

• cold‑stream electronics cooling

• hot‑stream thermal buffering

• auxiliary heat routing

• passive thermal stabilization

This version contains no external invention references and is fully buildable and testable by engineering teams.

Self-Exhausting Fleet-Level Failure Pattern Detection Via Persistent Graph Coloring And Human-In-The-Loop Validation, Nilay Gupta, Wayne W Chen

Defensive Publications Series

Techniques are proposed herein for detecting and validating recurring failure patterns across a fleet-scale corpus of causal event graphs. A pattern-discovery engine groups taxonomy-normalized node labels and categories, computes support as the number of distinct incident graphs containing a pattern, and classifies retained patterns into new taxonomy categories and known but unvalidated patterns. Engineers confirm or reject ranked patterns through a human-in-the-loop workflow. Confirmed patterns are recorded in a persistent validated-pattern registry that is structurally independent of the graph index and reapplied after index rebuilds. The registry acts as a partial graph coloring and active-learning oracle: future discovery operates on …

The Luggage That Allows To Gradually Measure The Progressive Collective Weight Of The Items Being Inserted Into The Luggage Where The Progressive Changes In The Collective Weight Can Be Measured With The Progressive Insertion And With The Progressive Exclusion Of The Items While Keeping The Lid Of The Luggage Open., Punarjeewa Abeysekera

Defensive Publications Series

This paper describes a luggage that allows to gradually measure the progressive collective weight of the items being inserted into the luggage where the progressive changes in the collective weight can be measured with the progressive insertion and with the progressive exclusion of the items while keeping the lid of the luggage open. The entire luggage will consist of a luggage compartment, a lid, a lid compartment, a power source, a structural part attached to the lid, a structural part attached to the luggage compartment, a convex shaped structure attached to the luggage compartment, a scale attached to the convex …

Context-Aware Multimodal Generative Copilot And Cross-Surface Discovery Engine For Automotive Passenger Displays, Richa Gupta

Defensive Publications Series

This disclosure describes an operating-system-level passenger copilot, also referred to as an in-car assistant, passenger companion, or media helper, for vehicles equipped with passenger displays, rear-seat entertainment screens, or secondary displays. The system coordinates video screen image capture (frame ingestion), voice isolation (seat-isolated routing), cross-device watch history syncing (watch graph synchronization), and on-screen landmark navigation (point of interest extraction) to enhance the in-vehicle entertainment experience without distracting the driver. When a user taps an on-screen icon or speaks into a dedicated microphone, the vehicle operating system captures a video frame, screenshot, or image from a streaming video application. A multimodal …

System For Providing Playback-Synchronized Contextual Content To A Secondary Device, Aritri Chakraborty, Himank Airon, Ayushi Goyal

Defensive Publications Series

Obtaining contextual information for content on a primary display can disrupt a viewing experience or involve fragmented manual searches on a separate device. Systems and methods are described that can address this by synchronizing a secondary computing device (e.g., a smartphone, tablet, or wearable device) with a primary display. The primary device may broadcast synchronization data, such as a content identifier and a playback timestamp, to a companion application on the secondary device. This application can then query a backend system to retrieve pre-processed, time-coded metadata corresponding to a specific moment in the media. This process can provide context-aware information …

Edge-Based Causal Analysis For Remediating Micro-Temporal Resource Congestion, Ajit Singh

Defensive Publications Series

Systems and methods are described for mitigating micro-temporal resource congestion in multi-tenant computing environments, where conventional schedulers may not effectively resolve sub-second interference. A decentralized control plane can operate at the node level, using local probabilistic profiling to generate compressed summaries of system behavior. A causal analysis engine can then calculate a correlation coefficient to attribute performance degradation in a affected workload to the resource consumption of a potential source workload. The system can handle analysis edge cases, such as resource saturation, and can employ a return-on-investment framework to select a remediation action, for example, throttling the source, boosting the …

Dynamic And Granular Source Attribution For Structured Content, Hugo Navarrete, David Fengyu Ke

Defensive Publications Series

Systems for presenting structured content, such as lists, can face challenges in providing clear source attribution. Placing a single citation at the end of a list may create a disconnect between a specific claim and its source, potentially making verification difficult for a user. To address this, techniques are described for a system that can dynamically place attribution markers within the content. This system can analyze properties, such as list length, nesting depth, and source mapping, to apply a rules-based strategy, for example, inserting citations on a per-item or sectional basis. The system can then modify the content to insert …

Mandate Lifecycle Extensions For Agentic Payment Credentials, Matthew T. Kirby

Defensive Publications Series

Autonomous AI agents, including large language model (LLM) agents, increasingly originate payment authorization requests under stored, cryptographically signed mandates derived from natural-language instructions. Existing frameworks verify machine-enforceable constraints — amount, payee, merchant — at transaction time; existing art separately teaches similarity-based transaction screening, single-use transaction-linked authorization credentials, decoupled out-of-band authentication, versioned credential supersession with freshness proofs, and attested display of transaction details. No reference teaches the lifecycle coupling specified here: (1) suspending a payment authorization request when a similarity score between a salted, committed embedding of the natural-language instruction — bound into the signed mandate with a pinned scoring stack …

Multi-Agent Pipeline For Category-Specific Factuality Calibration Using Conformal Inference, Chenyin Gao, Jiaqian Yu, Aniruddha Rao

Defensive Publications Series

A challenge in deploying generative models can be the occurrence of factual inaccuracies, particularly when attempting to maintain consistent reliability across diverse information categories. A disclosed technology describes a multi-agent pipeline that can quantify and calibrate the factual reliability of generated content. The system may operate as a black-box process where specialized agents can parse source material, generate categorized claims, and score their correctness. An evaluator agent can then apply category-specific conformal inference to filter claims that may not meet a defined statistical confidence level. This approach can provide a mechanism to manage the factuality of model outputs by providing …

Fdms‑2.0 — Field‑Domain Multi‑Sensor Mapper & Environmental State Observatory A Synchronized, Multi‑Physics Environmental Measurement And Anomaly‑Detection Instrument For Scientific Research, Structural Monitoring, Wildfire Precursor Detection, Hvac Diagnostics, And Multi‑Domain Environmental Mapping., Michael Victor Caldwell Mr.

Defensive Publications Series

FDMS‑2.0 is an open‑hardware, FPGA+ARM‑based environmental observatory capable of simultaneously measuring eight physics domains:

• Thermal

• Acoustic

• Infrared

• Vibration

• Optical spectral

• Airflow

• Electromagnetic field

• Low‑frequency EM antenna

All domains are sampled in parallel, timestamped at microsecond resolution, and fused into a unified environmental frame. FDMS‑2.0 establishes a baseline environmental model, computes an Environmental Stability Index (ESI), and detects anomalies only when multiple physics domains deviate simultaneously, eliminating false positives.

FDMS‑2.0 is fully buildable using off‑the‑shelf components, reproducible wiring, open firmware, and compact ASCII diagrams. It integrates optionally with other Caldwell research inventions (CMHRE‑Ω1.0, CUDRE‑1.0, VETI‑4.0, MMRA‑2.0, ONRS‑2.0, VMR Titan‑2.0, CNG‑Loop, URES‑2.0) …

Concurrent Multi-User Testing Framework, Yabin Huang, Dan Shi

Defensive Publications Series

Vehicle infotainment platforms, often referred to as in-vehicle infotainment (IVI) systems, undergo extensive testing covering device compatibility, safety compliance, and system security and stability. However, testing concurrent user interactions in multi-user and multi-display environments remains insufficient. Moreover, traditional single-user testing cannot detect concurrency-specific bugs, such as race conditions or data corruption, and custom-built concurrent tests lack scalability. This publication describes a concurrent multi-user testing system that solves existing testing solution shortcomings by detecting concurrency-related bugs using a simultaneous, isolated testing framework (or parallel execution software validation environment), reusing pre-existing tests for high scalability. Such a system enables simultaneous multi-tenant testing …

Automatic Elevation Brake And Fall-Safety Locking Mechanism For Height-Adjustable Patient Support Tables, Anonymous

Defensive Publications Series

Described herein is an automatic fall-safe braking system for a height-adjustable patient support table that uses a scissor-lift mechanism for elevation. The disclosed system integrates a braking mechanism into the table elevation structure to automatically prevent unintended downward motion when operating power is removed or an unsafe condition occurs. The purpose is to prevent uncontrolled table descent during sudden power loss or service operations, without requiring any manual intervention from an operator or service engineer. The system mounts a braking mechanism directly on a scissor shaft. In some embodiments, the braking mechanism comprises a spring-set, electromagnetically released brake mounted directly …

Novel Crystalline Form Of (S)-1-(4-Fluorophenyl)-1-(2-(4-(6-(1-Methyl1hpyrazol-4-Yl)Pyrrolo[2,1-F][1,2,4]Triazin-4-Yl)Piperazin-Yl)Pyrimidin-5- Yl)Ethan-1-Amine And Its Process For The Preparation, Msn Laboratories Private Limited, R&D Center; Hyderabad, India; Srinivasan Thirumalai Rajan; Sagyam Rajeshwar Reddy; Kommera Rajasekhar; Garai Abhijit And Mayandi Ramesh

Defensive Publications Series

The present application relates to a novel crystalline form of (S)-1-(4-fluorophenyl)-1-(2-(4-(6-(1-methyl-1Hpyrazol-4-yl)pyrrolo[2,1-f][1,2,4]triazin-4-yl)piperazin-yl)pyrimidin-5-yl)ethan-1-amine which is represented by the following structural formula-1, which is referred to as Avapritinib.

Formula-1

The present disclosure also relates to a process for the preparation of amorphous form of (S)-1-(4-fluorophenyl)-1-(2-(4-(6-(1-methyl-1Hpyrazol-4-yl) pyrrolo[2,1-f][1,2,4]triazin-4-yl)piperazin-yl)pyrimidin-5-yl)ethan-1-amine.

Semantic Consistency Verification For Hedged Ai Inference Requests, Durga S. Kala, Tomer Rabani, Chenming Cao, Sreekanth Kanichetty, Sowmya Mothekani

Defensive Publications Series

A method includes receiving, in response to a common input transaction, a first inference response generated by a first inference stack and a second inference response generated by a second inference stack. The method includes generating a first vector embedding based on semantic content of the first inference response and a second vector embedding based on semantic content of the second inference response. The method includes determining a divergence measure between the first vector embedding and the second vector embedding. The method includes determining whether the divergence measure satisfies a semantic consistency criterion. The method includes, in response to determining …

An Integrated, Doctor-Reinforced Ai Healthcare Ecosystem:, Amey Krishna Solkar

Defensive Publications Series

Here's the abstract from DP-2026-HLTH-001:

"This publication discloses an integrated, not-for-profit healthcare technology ecosystem comprising seven complementary AI-assisted subsystems: (1) an AI clinical intake and differential-diagnosis assistant, (2) a generic and accessible medicine alternative finder, (3) an AI-coordinated emergency transport dispatch layer, (4) a personalized food and nutrient deficiency analysis system, (5) a crowd-sourced food adulteration and quality repository, (6) a mental health longitudinal outcomes research engine, and (7) a drug and food combinatorial hypothesis engine. The subsystems share patient context, a common outcome dataset, and a unified governance model under which artificial intelligence operates in a strictly supervised, doctor-reinforcing …

Autonomous Cryogenic Two-Stage In-Loop Sealing Of Microdefects Using Circulating Nanocapsulated Agents (Actis), Volodymyr Kotegov

Defensive Publications Series

Operation of large-scale cryogenic installations—particle accelerators, fusion reactors, space propulsion stages and quantum systems—demands continuous maintenance of leak-tightness in coolant and liquefied-gas circulation loops. Conventional methods for locating and repairing microleaks through intergranular pores of structural materials and microcracks in welded joints require complete shutdown of equipment, prolonged thermal recovery of isolated sectors and external mechanical intervention.

This publication presents a method of Autonomous Cryogenic Two-Stage In-Loop Sealing (ACTIS) in which the working cryogenic fluid itself serves as the carrier medium for functional nanocapsules. The ACTIS method relies on thermodynamic, mechanical, and electro-inductive triggers operating in a dual-stage sequence. Upon …

Trustless Cross-Chain Derivation Of Ipfs Content Identifiers Via Zero-Knowledge Proofs, Ryley Ohlsen, Lindsay Gilbert, Matthew Etre

Defensive Publications Series

A method by which an application on one EVM-compatible blockchain can obtain a cryptographically-verified IPFS content identifier (CID) for content whose canonical bytes live on a different EVM-compatible blockchain (or are stored compressed on any chain), without relying on an oracle, a governance-managed attestation, or a trusted relayer. A zero-knowledge proof of correct execution of an on-chain-IPFS-importer computation (see companion disclosure, “On-Chain Reconstruction of IPFS Content Identifiers from EVM-Resident Content-Addressed Data”) is generated off-chain and verified on-chain in constant time, regardless of the size of the underlying content.

On-Chain Reconstruction Of Ipfs Content Identifiers From Evm-Resident Content-Addressed Data, Ryley Ohlsen, Lindsay Gilbert, Mathew Etre

Defensive Publications Series

A method for computing, entirely within an EVM-compatible smart contract, the IPFS content identifier (CID) that corresponds to data already stored on-chain in a content-addressed form. The method reconstructs canonical IPFS UnixFS / dag-pb DAG structures from on-chain bytes under a fixed import profile and derives a CIDv1 that is byte-identical to what an off-chain IPFS implementation would compute for the same content under the same profile — without any off-chain computation, oracle, or trusted party.