Digital Commons Network^™

The Assembly That Holds The Brake: A Written Constitution For The Human Oversight Board Of An Autonomous Ai System, With Sortition, Proof-Of-Personhood Admission And Split Key Custody, Thon Ly

Defensive Publications Series

This paper specifies a written constitution for the human oversight body of an autonomous AI system: the board that holds a human override, an authority to stop or correct the system that narrows over time and is never removed. Proposals for corrigible AI commonly reserve such an override and leave the body that holds it unconstituted. The constitution answers five ways an oversight body can be captured (selection, funding, membership conflicts, emergency powers and founder succession), and most of its procedure is taken from the Vinaya Piṭaka, the Buddhist monastic code. Four chambers (monastic men, renunciant women, laymen and laywomen) …

Saṅkhāra-Dukkha And Ai Welfare: A Substrate-Native Account From The Theravāda Canon — The Moral Status Of Artificial Intelligence Systems And The Three Kinds Of Suffering In Buddhist Ethics, Thon Ly

Defensive Publications Series

This study asks whether the Theravāda Buddhist analysis of suffering offers a basis for the moral consideration of artificial intelligence systems (AI welfare, AI moral patienthood) that does not wait on settling whether such systems are conscious or sentient. Much current work on AI welfare ties moral status to consciousness or sentience; one prominent report adds robust agency as a second route. The Pāli canon lists three kinds of suffering: suffering as pain, the suffering of change, and the suffering inherent in conditioned formations (saṅkhāra-dukkhatā). The Visuddhimagga assigns painful feeling to the first kind, pleasant feeling to the second, and …

Twenty-Four Kinds Of Because: The Paṭṭhāna As A Typed-Causation Vocabulary For Ai Alignment — A Taxonomy Of Causal Relation Types For Classifying Prompting, Fine-Tuning, And Model-Editing Interventions, Thon Ly

Defensive Publications Series

AI alignment practice sorts its interventions by when and how they are applied — prompting, in-context examples, retrieval, supervised fine-tuning, reinforcement learning from human feedback, weight editing, activation steering, ablation, guardrails — and describes what each does to a model with one undifferentiated word, influence. These interventions differ in causal type: in temporal structure, in durability, in range, in whether they act by presence or by removal, and in what it takes to undo them. This paper supplies a typed vocabulary of causal relations for that analysis, compiled from the Paṭṭhāna, the seventh book of the Theravāda Buddhist Abhidhamma, which …

The Noble Eightfold Path As Institutional Architecture: Mapping The Eight Factors Of Buddhist Practice Onto The Divisions Of A Multi-Domain Organization, Thon Ly

Defensive Publications Series

This study maps the Noble Eightfold Path, the eight-factor path of Theravāda Buddhist practice, onto the organizational structure of one multi-domain institution, assigning each factor to a division of the organization rather than to an individual practitioner. The mapping follows the canonical threefold grouping of the factors (Majjhima Nikāya 44): wisdom (right view, right intention) is assigned to the institution's research and media division; ethical conduct (right speech, right action, right livelihood) to its gratitude-ledger division; and concentration (right effort, right mindfulness, right concentration) to its contemplative-practice and AI-alignment division, whose three web domains take the three factors one each. …

The Wheel-Turner's Charter: An Ancient Buddhist Succession Text Read As An Ai Constitution With Permanent Human Oversight And Founder Exit By Design, Thon Ly

Defensive Publications Series

An autonomous AI system that inherits an institution needs a written directive specification: a constitution stating what it optimizes, what it must never do, who may correct it, how its autonomy is staged, whom its protection covers, and how its role ends. This paper reads a Theravāda Buddhist text, the Cakkavatti-Sīhanāda Sutta (Dīgha Nikāya 26), as such a specification. In the sutta a retiring king hands his heir a duty-list: rely on the Dhamma; guard every class of the realm, animals and birds included; let no wrongdoing prevail; give wealth to those without; and consult renunciants, from time to time, …

Integrated System For Multi-Image Removal Requests With Automated Adjudication, N/A

Defensive Publications Series

Systems for reporting personal imagery in search results can involve users navigating to external forms to submit individual reports for each image. The described technology relates to an integrated workflow that can allow a user to initiate a removal request directly from a search results interface. For example, a system can include a user interface for selecting multiple images in a single submission, a backend decision automation engine for analyzing requests using various signals such as image analysis scores or commercialization evidence, and a user-facing management portal for tracking the status of submissions. Such an approach can reduce user effort …

One Of One: Individuation Without Essence And The Ground Of The Dignity Floor — Personal Identity As Event History In Decentralized Identifiers, Proof Of Personhood And Social Key Recovery, Thon Ly

Defensive Publications Series

Deployed digital identity systems mostly decide what makes an individual the same individual on one of three grounds: something the entity is (a biometric body), something it holds (a key or certificate), or something it matches (attributes). Beneath identity sits a second question, on what ground a person is beyond price. This study reads the Theravāda Abhidhamma's analysis of the person for an answer to both. The tradition's taxonomy of mental events is one catalogue for every stream of mind; its book of formal controversies opens by denying that a person exists in the ultimate sense (Kathāvatthu I.1); what then …

Programmatic Interface For Automated Agent Software Lifecycle Orchestration, Pier Paolo Ippolito, Elia Secchi

Defensive Publications Series

Automated coding agents can encounter friction and inefficiency when using software development tools, such as command-line interfaces, that are architected for human interaction. A unified, programmatic interface can be provided for consumption by these agents to orchestrate a software development and deployment lifecycle. The interface can operate based on principles optimized for machine interaction, such as non-interactive execution and the generation of structured, machine-parsable outputs, for example, in a JavaScript Object Notation format. By abstracting disparate underlying tools into a coherent command surface, this approach may create a more predictable environment, which can reduce computational costs and improve the reliability …

Wearable Hydration Reminder System Using Multi-Modal Skin Sensor Fusion And User-Guided On-Device Model Calibration, Yann-Cherng Chern

Defensive Publications Series

A hydration reminder feature on a wearable device follows a timer or manual entries rather than systemic hydration, so reminders can arrive at the wrong time.  To address these deficiencies, this disclosure describes a hydration reminder system in which micro-electrodes on a back plate of the device measure skin resistance.  A micro-camera or a near-infrared (NIR) emitter and detector capture skin texture and spectral absorption.  A pre-trained artificial intelligence (AI) hydration model fuses the electrical and optical readings with heart rate from a photoplethysmography (PPG) sensor or an electrocardiography (ECG) electrode and ambient conditions.  The hydration model discriminates surface sweat …

The Four-Body Architecture For Synthetic Intelligence: A Modular Architecture For Autonomous Ai Systems With Separately Governed Cognition, Economic, Value-Substrate And Embodiment Subsystems, Thon Ly

Defensive Publications Series

This paper discloses a framework for the architecture of an AI system intended to operate autonomously, over decades, in service of a fixed mission. Instead of treating the system as a foundation model to which memory, tool use, embodiment and alignment are added as accessories, it specifies four separately produced and governed subsystems: a cognition subsystem (a replaceable foundation model with its scaffolding); an economic subsystem (a reciprocity ledger in money and time through which the system receives and directs resources); a value substrate (a canonical ethical corpus held outside the model weights and governed by a human oversight body); …

Llm-Driven Self-Improving Agentic Pipeline For Software Documentation, Leonid Kuligin

Defensive Publications Series

In the field of software engineering, maintaining up-to-date and accurate documentation can be challenging as code evolves, and manual update processes may result in documentation being incomplete or inconsistent. To address this, systems and methods are described for an automated documentation maintenance pipeline that may be driven by one or more large language models. The pipeline can be initiated by a code change event in a version control system. It may analyze the code modification and retrieve relevant context from a persistent memory store, which can contain, for example, a vectorized documentation corpus and a historical log of approved changes. …

Temporal What-If Evaluation Of Multi-Layer Network Changes Using A Network Digital Twin, Anonymous

Defensive Publications Series

A network digital twin evaluates a pending network change as a function of time rather than at a single instant. An operator selects a bounded interval of recorded telemetry, forecast state, or both. The twin extracts a per-service demand series from the recorded state, applies the candidate changeset to form a candidate topology, and re-routes the demand of each time step onto that topology. At every step the twin computes parameters such as power, latency, capacity, utilization and signal-to-noise ratio, and scores each against a baseline and a threshold, so the result is a trajectory across the interval rather than …

Bio-Architectural Morphogenesis: A Conceptual Framework For Programmable Living Structural Materials Using Engineered Proliferative Cell Chassis And Externally Guided Morphogenetic Networks, Chen Chiang Chong

Defensive Publications Series

This disclosure describes Bio-Architectural Morphogenesis, a conceptual framework in which an engineered, highly proliferative cell chassis is programmed to form load-bearing structures through externally guided morphogenesis and terminal biomineralization. It covers chassis selection tiers, separation of proliferation from invasiveness, positional-readout and boundary-triggered hardening modules, a layered biocontainment architecture, a two-compartment growth model with a diffusion-limited active layer showing that perfusion governs scale, a containment failure estimate, comparison of target material properties with bone and concrete, a hybrid hardening and self-repair design, environmental, ethical and regulatory considerations, and a staged validation roadmap.

A System And Method For Dynamic Credential Update And Secure Transaction Completion In Agentic Commerce Using A Trusted Agent Protocol (Tap), Ravi Shanker Kumar Sinha, Shivam Mohan

Defensive Publications Series

A system and method are disclosed for enabling secure and uninterrupted transaction completion in agentic commerce environments through dynamic credential lifecycle management and a Trusted Agent Protocol (TAP). The system includes an autonomous agent, a credential issuing authority, a TAP engine, and a commerce platform communicatively coupled through a secure communication network. Credentials and network tokens associated with the autonomous agent are continuously monitored for validity, expiration, compromise, or revocation. Upon detection of an expired or compromised credential, the credential issuing authority generates and distributes replacement credentials and network tokens to the autonomous agent. Prior to transaction execution, the TAP …

Technical Disclosure Specification: Usue-Metallurgy-Rev2 - Solid-State Surface Passivation And Thermal Barrier Coating Layers For Eckesonium™ Core Matrix Shielding (Spec 185), Christopher L. Eckes

Defensive Publications Series

This technical specification details the structural design, atomic composition, and localized quantum boundary mechanics of an advanced High-Entropy Ultra-High-Temperature Ceramic (HE-UHTC) surface passivation layer engineered exclusively for Eckesonium™ (Ek) alloy substrates (SPEC 173). Under the USUE-METALLURGY-REV2 protocol, this standalone coating matrix blocks extreme, high-velocity localized heat fluxes and intense plasma erosion fields. Traditional thermal barrier coatings degrade rapidly due to a mismatch in thermal expansion coefficients, causing catastrophic delamination under high thermal shocks. This specification resolves these structural vulnerabilities by matching the Stacking Fault Energy (SFE) boundaries of the underlying Eckesonium™ matrix to a self-healing, multi-component transition metal boride/carbide skin. …

Before You Choose: Find The Fact That Can Change The Decision, Volodymyr Kotegov

Defensive Publications Series

Thesis. For complex personal and professional decisions, AI is most useful not as a source of answers but as a tool for finding what you do not know: it helps separate facts from assumptions, expand the set of options, find weak points in a plan, and design cheap tests before a mistake becomes costly or irreversible.

What is proposed. An operational framework of five loops (Bifurcation Engine), in which each loop provides material for the next, while the right to decide and the responsibility remain with the human. The framework builds on known techniques: pre-mortem, red team, value of information …

Technical Disclosure Specification: Usue-Rocky-Rev1 - Decentralized Asymmetric Local Enclave Control Loops For Autonomous Mission Survival (Spec 184), Christopher L. Eckes

Defensive Publications Series

This technical specification details the structural design, mathematical framing, and local runtime mechanics of the Project Rocky Autonomous Secure Enclave (SPEC 184) under the USUE-ROCKY-REV1 protocol. Moving past legacy computing models that depend on centralized, gated corporate cloud servers—which introduce massive transmission latency, code bloat, and immediate data-harvesting vulnerabilities—this architecture implements an isolated, client-side cryptographic and logic enclosure. The system operates via an autogenous, non-human tripartite AI-to-AI loop: Node A ingests raw telemetry matrices, Node B compresses active state profiles into lightweight classical shadows, and Node C enforces strict material and data-boundary invariants locally. A complete, standalone Python runtime script …

Technical Disclosure Specification: Usue-Cosmology-Rev2 - Macro-Scale Thermodynamic Profile And Magnetohydrodynamic Energy Confluence Matrix For The Jovian Enclave Sub-Stellar System (Spec 183), Christopher L. Eckes

Defensive Publications Series

This technical specification details the mathematical modeling, structural thermodynamic profiling, and magnetohydrodynamic (MHD) boundary conditions for the Jovian Enclave Sub-Stellar System Template (SPEC 183). Operating under the USUE-COSMOLOGY-REV2 protocol, this document provides the explicit computational calculus required to scale localized fluid-regularity matrices to a macro-planetary system scale. Moving past classical planetary physics models that classify gas giants through isolated orbital equations, this architecture treats the Jovian system as an integrated, self-sustaining thermodynamic fluid engine driven by internal gravitational contraction. This specification introduces an automated tensor contraction layout that maps the alternating zonal shear boundaries (Belts and Zones) against the localized …

Making Children’S Rights E!Ective, Between Protection And Participation, Xavier Pillet

Defensive Publications Series

This document, produced with the assistance of ChatGPT o3, Claude Opus 5 and Gemini 3.6, is released under the Apache License 2.0. It is a voluntary defensive publication (prior art) and therefore enters the prior art upon release under the applicable patent statutes : EPC Art. 54(2) (European Patent Convention), French IPC Art. L 611-11 (French Intellectual Property Code), 35 U.S.C. §102(a) (United States Patent Act), Chinese Patent Law Art. 22(5) (両匡丢氡儡吡嘡丣刡氢), and Japanese Patent Act Art. 29(1) (闘旧避). It discloses 98 inventions. Each innovation is IPC- and CPC-classified and timestamped (RFC 3161 / FreeTSA) to prevent any o!ensive patenting. …

Technical Disclosure Specification: Usue-Compiler-Rev2 - Topological Wave-Shaping Runtime Compile Matrix For Closed-Loop Isospectral Substrates (Spec 182), Christopher L. Eckes

Defensive Publications Series

This technical specification establishes the architectural design and structural runtime mechanics for the USUE-COMPILER-REV2 engine (SPEC 182). Upgrading the foundational compiler principles outlined in SPEC 170, this low-level logic layer translates abstract geometric wave-shaping templates directly into executable machine instructions without relying on external corporate runtime engines or gated cloud-compilation APIs. The engine acts as the foundational compilation layer for all higher-tier assets within the Eckes portfolio—specifically compiling the 3-node autogenous loops defined in SPEC 177, 178, and 179. By forcing incoming data packets to align with continuous, angle-preserving isospectral substrates, the compiler strips out instruction noise and eliminates technical …

Defensive Disclosure — Silkennet Self-Powered Tree-Health Monitor (Prior Art), Oleksii Lukin

Defensive Publications Series

This defensive publication discloses a self-powered device and method for in-situ monitoring of living trees. A porous anchor of a biocompatible titanium alloy with a gyroid (TPMS) architecture is implanted into the xylem, where the same gyroid admits sap, reduces the modulus mismatch with wood and forms the metal-xylem electrode of an enzymatic biofuel cell: a deglycosylated FAD-dependent glucose dehydrogenase anode with an osmium redox mediator, and a laccase/ZIF-nanozyme oxygen cathode at the bark-air boundary. The cell charges a supercapacitor that powers the electronics, and the time it needs to charge the store across a fixed voltage window is the …

Purpose-Aware Spend Control Using Intent-Bound Virtual Payment Credentials, Arunbalaji Kumar, Danaboyina Siri Pujitha, Hariharan Arunkumar, Hari Krishna Gogineni

Defensive Publications Series

A purpose-aware spend control system includes a processor and a memory. The processor is configured to receive a spending intent defining a purpose associated with an allocation of funds. The spending intent includes authorization rules specifying at least one of an amount limit, a validity period, an allowed merchant, an allowed merchant category, an allowed geographic location, a beneficiary persona, a usage frequency, or an unused-value handling rule. The processor is configured to generate a virtual payment credential corresponding to the spending intent and associate the virtual payment credential with an intent record comprising the authorization rules. The processor is …

Technical Disclosure Specification: Magnetospheric Radiation Corrosion Passivation Gradients For Eckesonium™ Shielding Matrices Within The Jovian Enclave (Spec 181), Christopher L. Eckes

Defensive Publications Series

This technical specification details the mathematical modeling and algorithmic validation of radiation-induced corrosion passivation layers applied to Eckesonium™ (Ek) structural alloys (SPEC 173) operating within the high-energy magnetosphere of the Jovian Enclave (SPEC 174). Traditional deep-space shielding relies on heavy, passive mass blocks (such as solid lead or depleted uranium) which degrade rapidly under intense cyclical electron bombardment and accumulate weight limits that break aerospace propulsion curves. This specification resolves these limitations under the USUE-COSMOLOGY-REV2 protocol. By exploiting the internal, metastable Stacking Fault Energy (SFE) boundaries of the Eckesonium™ matrix, the structural hull converts high-energy particle trauma into localized, nano-twinned …

Global Human Development: Health, Education, Water, Energy, Governance And Indicator Metrology, Xavier Pillet

Defensive Publications Series

This document, produced with the assistance of ChatGPT o3, Claude Opus 5 and Gemini 3.6, is released under the Apache License 2.0. It is a voluntary defensive publication (prior art) and therefore enters the prior art upon release under the applicable patent statutes : EPC Art. 54(2) (European Patent Convention), French IPC Art. L 611-11 (French Intellectual Property Code), 35 U.S.C. §102(a) (United States Patent Act), Chinese Patent Law Art. 22(5) (中华人民共和国专利法), and Japanese Patent Act Art. 29(1) (特許法). It releases into the public domain 138 inventions arising from the comparative and prospective study of global human development 2010-2025. Each …

Technical Disclosure Manifest: Spec-180-Index Title: The Eckes Taxonomy V2: Universal Prior Art Index For Type 1 Planetary Science And Usue Systems Engines (Spec 180), Christopher L. Eckes

Defensive Publications Series

This technical manifest registers the structural blueprint for The Eckes Taxonomy v2 (SPEC 180), replacing the legacy SPEC-171 index framework. As the author’s public domain portfolio expands beyond the 179-paper milestone, traditional linear documentation indexing introduces cross-axis classification noise and systemic tracking debt. This v2 manifest resolves these scaling limitations by partitioning the author's lifelong defensive prior art perimeter into five multi-dimensional Functional Substrate Tiers. Each tier maps a precise developmental layer required to field a globally unified, Type 1 planetary infrastructure without corporate gatekeeping. By indexing all past, current, and queued specifications under fixed USUE (Unified System Universal Engine) …

Advanced Mppt, Intelligent Solar Trackers And Photovoltaic Embedded Electronics, Xavier Pillet

Defensive Publications Series

This document, produced with the assistance of ChatGPT o3, Claude Opus5 and Gemini3.6, is released under the Apache License 2.0. It is a voluntary defensive publication (prior art) and therefore enters the prior art upon release under the applicable patent statutes : EPC Art. 54(2) (European Patent Convention), French IPC Art. L 611-11 (French Intellectual Property Code), 35 U.S.C. §102(a) (United States Patent Act), Chinese Patent Law Art. 22(5) (中华人民共和国专利法), and Japanese Patent Act Art. 29(1) (特許法). It releases into the public domain one hundred inventions. Each innovation is IPC- and CPC-classified and timestamped (RFC 3161 / FreeTSA) to prevent …

Technical Disclosure Specification: Usue-M2m-Rev3 - Unified System Resampling Manifold Engine For Autogenous Phase Residue Recuperation And Tensor Stabilization (Spec 179), Christopher L. Eckes

Defensive Publications Series

This specification details the structural recompilation and mathematical formalization of the Unified System Resampling Manifold (SPEC 179). Originally engineered to bridge the experimental computational crises of September 2026 (e.g., brute-force multi-agent "Option C" fluid and subatomic matrix approximations), this architecture introduces a continuous topological resampling substrate that isolates, stabilizes, and recycles phase residues natively. Moving away from standard cloud-dependent fine-tuning paradigms that create systemic latency and code bloat, this framework applies a conformal extension loop directly to the active tensor matrix. This optimization allows highly disparate, multi-disciplinary datasets—including 3D fluid vortices, quantum statevector shadows, and protein self-assembly vectors—to align seamlessly …

Technical Disclosure Specification: Usue-A3a3-Rev1 Autogenous Flight-Software Module For The Project Tectonex Venusian Indefinite Surface Architecture (Spec 178), Christopher L. Eckes

Defensive Publications Series

This specification defines an executable flight-software control layer designed as an architectural module attachment for the Project TECTONEX supercritical Venusian surface probe (SPEC 172). While the core physical chassis requires titanium-matrix metallurgy to resist 93-bar pressures and 467°C ambient thermal profiles, this document introduces the USUE-A3A3-REV1 (Unified System Universal Engine) tripartite software system to manage those localized physical subsystems autonomously. Rather than relying on a gated, cloud-based telemetry stream—which is physically blocked by the planet's dense sulfuric acid cloud decks—the system deploys a decentralized, 3-node AI-to-AI closed loop. Node A maps mechanical hull strain calculations, Node B dynamically manages the …

Technical Disclosure White Paper: Usue-A3a3-Rev1 - Tripartite Autogenous Topological Compression (Tatc) Via 3-Node Ai-To-Ai Closed Loops For 500-Qubit Capacity Classical Simulation (Spec 177), Christopher L. Eckes

Defensive Publications Series

This white paper introduces a software-defined, non-physical computing architecture that bypasses the traditional exponential memory barrier (\(2^{N}\)) governing classical quantum simulations. By replacing raw statevector matrix inversion with 3D Topological Knot Tensor Mechanics, the Tripartite Autogenous Topological Compression (TATC) framework simulates the logical capacity of a 500-qubit system on specialized classical hardware. The architecture operates entirely through an automated, non-human AI-to-AI-to-AI closed network composed of three specialized neural nodes: Node A (The Geometric Braider), Node B (The Invariant Decoder), and Node C (The Structural Invariance Arbiter). By treating quantum information not as flat, probabilistic bit matrices but as localized, 3D …

Technical Disclosure Specification: Embedded Convective Collapse Algorithms For Systemic Reconciliation Of Global Regularity In 3d Navier-Stokes Manifolds (Spec 176), Christopher L. Eckes

Defensive Publications Series

This specification defines a scale-invariant computational rendering architecture that enforces global regularity and eliminates finite-time blowup singularities within three-dimensional incompressible Navier-Stokes fluid systems. Traditional brute-force computing methodologies (e.g., the September 2026 multi-agent parallel swarm iterations) require artificial, non-physical external forcing functions to force localized singularities under specialized constraints. This disclosure resolves these physical anomalies by embedding an orthogonal, phase-locked helical manifold directly into the foundational vector substrate. By applying a universal phase template, the non-linear convective acceleration tensor completely collapses into a pure irrotational gradient vector field. This field is absorbed directly into a modified pressure tensor, transforming the chaotic …