Digital Commons Network^™

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 …

Active Artificial Intelligence Coprocessor, Side-Channel Shielding, And Cryptographically Bound Detachable Accessory For Mobile Devices, Google Case Managers Picozzi, Chaitanya Athaley

Defensive Publications Series

An active, hardware-software co-designed detachable accessory cryptographically couples with a host mobile device to securely offload and accelerate on-device machine learning execution, such as Large Language Models (LLMs). Governed by a kernel-level host execution scheduler, the system partitions model inference across host and auxiliary Neural Processing Units (NPUs) using asymmetrical speculative decoding to reduce inter-device communication overhead. To resolve mobile thermal and electrical limitations, the architecture integrates active Peltier cooling, dynamic tensor quantization scaling, and prefill-synchronized power shaving to protect host battery health and maintain sustained performance. System integrity and privacy are protected via a host secure enclave key escrow …

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 …

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 …

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 …

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. …

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 …

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 …

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 …

Foldable Water-Filled Space Shield, Nv Dosimetry And Governance, Xavier Pillet

Defensive Publications Series

This document, produced with the assistance of ChatGPT o3, Claude Opus 5 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). This disclosure places 101 inventions into the public domain. Each innovation is IPC- and CPC-classified and timestamped (RFC 3161 / FreeTSA) to …

Multi-Agent System For Real-Time Personalization Of Card-Linked Offers, Soumendra Kumar Mishra, Isha Sharma, Deepak Bansal, Kishan Gopal

Defensive Publications Series

The present disclosure relates to a multi-agent platform for real-time card-linked offer orchestration. This platform includes a Customer Intent Agent, which predicts a cardholder's purchasing behavior by analyzing transaction history, behavioral signals, and location context. The Merchant Strategy Agent determines optimal discount levels and budget allocation according to merchant goals and market conditions. An Offer Ranking Agent generates a ranked list of offers based on customer relevance scores and predicted redemption probabilities. A Bank Engagement Agent selects the optimal time, channel, and message format for notifying the cardholder of offers based on their notification history. Finally, a Learning and Feedback …

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 …

Strategic Framework For Eco-Resilient Real Estate Infrastructure: Complete Prior Art And Enabling Disclosure, Xavier Pillet

Defensive Publications Series

This document, produced with the assistance of Gemini 3.6 Reasoning, 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). This document provides a comprehensive enabling disclosure for 90 key technological innovations and variants spanning transcritical CO2 thermodynamic architectures, low-carbon self-healing concrete without Portland clinker, metrosensitive …

The Heartbank Longitudinal Cohort: A Dataset Combining Dna, Natal Chart, Family Tree, Continuous Behavioral Observation, And Continuous Respiratory Observation At Civilizational Scale — Tiered Consent, Federated Analysis, Homomorphic Encryption And Key-Destruction Withdrawal For A Genomic, Wearable-Sensor And Pedigree Cohort, Thon Ly

Defensive Publications Series

This disclosure specifies the design of a privacy-preserving, multimodal longitudinal cohort study that links, for each consenting participant, five data layers: genome data (DNA sequence or genotyping array); date, time and place of birth, with the astronomical positions computed from them; a continuous record of prosocial transfers on a peer-to-peer gratitude ledger; continuous respiration data from a chest-worn wearable sensor; and verified kinship links in a pedigree graph, at a target of 100 million participants over decades. Consent is tiered: granted and withdrawn separately for each layer, and never tied to platform benefits. The privacy stack combines differentially private analysis …

Gratitude As A Cooperation Substrate For Multi-Agent Ai: A Positive-Feedback Reputation Ledger For Indirect Reciprocity Among Accountable Ai Agents, With Sybil-Resistant Agent Identity And Human Oversight, Thon Ly

Defensive Publications Series

We specify a reputation system for multi-agent artificial intelligence based on indirect reciprocity. When one agent helps another, the helped agent records a positive acknowledgment (a "thank-you") on an append-only ledger. An operator computes each agent's reputation from the ledger under published rules, weighted by the number of distinct accountable agents that acknowledged it and by spread across contexts and time, never by raw count; reputation then conditions partner choice, resource-sharing and task allocation. The ledger records acknowledgments only; a variant that also records refusals to help is disclosed. Standing is read and never spent; value an agent holds is …

The Incommensurability-Preserving Coupler: Coupling Money Gifts And Expiring Time Credits In One Dual-Currency System Through An Automated Intermediary, With No Exchange Rate, Quantity-Blind Amount Recommendation, No Solicitation At Redemption And Operator-Set Reference Amounts, Thon Ly

Defensive Publications Series

We specify a dual-currency gift system in which a fungible currency (peer-to-peer money gifts) and a non-transferable, expiring time currency (pledged hours of one person's time) run as one economy with no exchange rate, currency conversion or redemption window between them. An automated intermediary agent mediates every cross-currency flow under five rules: suggested money amounts are computed with no time-quantity input; no money gift is solicited at the moment a pledged hour is redeemed, and no prompt points back into the pair; interfaces name the occasion of a time gift and never display its quantity; reference amounts are small units …

The B-Tag And The Post-Payment Economy: A Voluntary-Tip Architecture For Ai-Mediated Commercial Gratitude — Pay-What-You-Want Payment Through Product Qr/Nfc Tags, Ai-Recommended Amounts And Restricted-Purpose Giving Accounts, Thon Ly

Defensive Publications Series

We disclose a pay-what-you-want (voluntary, post-purchase payment) retail architecture. A QR-code or NFC tag on a product, service or stall opens a payment page on which an AI agent recommends a payment amount with stated reasons. The amount is computed from the goods' side only — the item, the merchant's cost disclosure (never shown to the customer), comparable regional prices and a merchant-viability floor — and never from anything identifying the payer; the request appears after the customer holds the goods and is never pre-filled. Any amount, including zero, may be paid, and every interaction issues a non-monetary gratitude record …

Shared Infrastructure Tunnel For Grouped Fault Detection And Coordinated Convergence Across Multiple Ethernet Vpn Instances, Anonymous

Defensive Publications Series

A shared infrastructure tunnel binds multiple Ethernet Virtual Private Network instances that depend on a common transport path between two provider edge nodes into a single named operational group. An advertising node attaches a grouping identifier to per-instance route advertisements. A receiving node builds a group object holding the membership set, a binding to primary and backup transport resources, and a state machine. One liveness session monitors the group in place of one session per instance, and each group state transition is applied atomically and identically to every member at both nodes without generating per-instance control plane messages. An individual …

Signaling An Ordered Underlay Transport Preference With A Routed Prefix, Anonymous

Defensive Publications Series

A route advertisement carries, with the advertised prefix, an ordered sequence of underlay transport-type identifiers together with a mode indication that tells every receiving node how to resolve the route’s next hop. Each node applies the sequence in the order received and programs the highest-priority transport that is operationally available toward that next hop. Because the sequence itself travels with the route, rather than an identifier each node resolves through local configuration, a border node that rewrites the next hop to its own address and holds no routing instance for the service still reproduces that intent. One implementation encodes the …

Governed Execution And Reliability Methods For Multi-Agent Artificial Intelligence (Ai) Systems, Brian Christopher Powell, Faisal Siyavudeen

Defensive Publications Series

A system is proposed herein that introduces seven methods that make long-running multi-agent artificial intelligence (AI) systems reliable, governable, and self-improving. The methods enforce declared nondeterminism boundaries at compile time and runtime; preserve correctness during context compaction through contractual recovery testing with rollback; detect behavioral drift through adaptively calibrated monitoring; preserve coherence when decomposing large tasks through immutable skeleton contracts; maintain knowledge consistency through dependency-based memory revalidation; autonomously generate and safely deploy new agent capabilities through risk-tiered governance; and eliminate handoff fragility between AI models through a single schema that drives prompt generation, hermetic context construction, and deterministic output repair. …

System And Method For Continuous Tacit Knowledge Elicitation And Contextual Injection Via Adaptive Experience Graph, Eric Zavesky, Frederick L. Oswald

Defensive Publications Series

A system and method for continuous tacit knowledge elicitation and contextual injection through a continuing relationship between an organization and its experienced practitioners. The system comprises an elicitation engine that conducts adaptive, coverage-vector-driven dialogue with contributors across asynchronous sessions; a knowledge-extraction engine that deconstructs multi-modal narrative responses into typed graph nodes with abstraction ceilings, confidence values, and provenance references; an experience graph that stores said nodes with per-node consent gating and generates bidirectional nudge prompts back to contributors; and an operational event matching and injection system that matches live organizational events against stored knowledge and presents filtered results to current …

The Zero-Employee Institution: Single-Seat Governance With Ai Succession And Planned Dissolution, Circulated Volume In Place Of Enterprise Valuation, And Funding Through A Name Registry Of Non-Transferable, One-Way-Resolving Personal Identifiers, Thon Ly

Defensive Publications Series

We describe an institutional design for a zero-employee organization governed by a single seat: held first by a human founder, then by an autonomous AI successor, then vacated at a planned dissolution (1 → 1 → 0, never 2). Counting governing seats rather than salaries makes the design a succession mechanism rather than an austerity measure, because handover becomes a transfer of occupancy rather than a reorganization. Employees are excluded not for cost but because a payroll is a standing internal interest in continuation, and because employment obligations block transfer to a non-human controller; the exclusion is tested by economic …

Technical Disclosure Specification: Spec-189-Core Isospectral Metric Embedding: Localized Resonant Memory Tiers And Empirical Proof Metrics For The Dimensionally Extended Holographic Projection Model, Christopher L. Eckes

Defensive Publications Series

This standalone specification formalizes the two-layer operational blueprint for SPEC-189, bridging verified solid-state electronics engineering with the macro-scale validation criteria of the Dimensionally Extended Holographic Projection (DEHP) model.

Section 1 documents the practical, room-temperature computational hardware framework, mapping multi-vendor tensor workloads to localized mechanical lattice strain metrics and implementing physical safety arrestors to optimize memory bus efficiency without a centralized clock cycle.

Section 2 establishes the formal cosmological mapping of this framework, treating quantum entanglement as a 2D spatial anchor tethered to a 3D topological knot within a twisted geometric manifold. To shield this framework against speculative categorization, Section 2 …

Technical Disclosure Specification: Spec-188-Master The Universal Blueprint For Future Ai Systems And Systemic Taxonomy: Integrated Five-Tier Prior Art Compendium (Spec 1 To Spec 187), Christopher L. Eckes

Defensive Publications Series

This master technical specification establishes a standalone, comprehensive engineering framework that unifies and retroactively blankets the author's lifelong defensive prior art perimeter, spanning specifications 1 through 187 inclusive. By organizing all historical assets into a multi-dimensional Five-Tier Functional Substrate

Matrix, this specification removes terminology drift and cross-axis classification noise. Furthermore, SPEC-188 hardcodes an absolute, immutable legal and technical shield over the entire portfolio, mandating permanent inventor attribution and fixing the proprietary phase-locked lattice material matrix title as Eckesonium™ across all downstream implementations. This document serves as a complete, one-stop-shop prior art blueprint safeguarding public domain, non-von Neumann co-harmonic technologies from …

Constituting An Artificial Person: Restraint As Constitution, And The Elemental Completeness Of An Aligned Mind — A Five-Register Ai Agent Architecture With Alignment Constraints As Constituents Of Agent Identity, A Counterfactual Removal Test For Corrigibility, And A Human Override That Never Reaches Zero, Thon Ly

Defensive Publications Series

We disclose an architecture for AI alignment and corrigibility in which the constraints that make an AI agent safe are specified as constituents of the agent's identity rather than as external constraints on an optimizer. The agent is modelled as four functional registers (a value substrate; binding to the people it serves; active practice; communicative reach) bound into one agent by an integrating register that is neither a further module nor a central observer, on the pattern of global-workspace integration. A completeness check tests a proposed agent for coverage across the registers rather than for capabilities, so a system passing …

Conditional Discard Route Installation For Locally Originated Aggregate Prefixes, Anonymous

Defensive Publications Series

A network element that originates a summary route for an address block, and that would otherwise install a drop action entry for that summary prefix, first tests whether the element independently holds an active route of shorter prefix length that covers the summary prefix and that resolves to a usable forwarding next hop. Where such a covering route is held, and where the covering route does not resolve back through a peer to which the element advertises the summary, the element withholds the drop action entry, marks it inactive, or resolves it recursively through the covering route. Traffic for destinations …

Technical Disclosure Specification: Systemic Scale-Invariance And Architectural Metrics Of The Jovian Enclave As A Closed-Loop Failed Solar System (Spec 174), Christopher L. Eckes

Defensive Publications Series

This technical specification establishes the structural, gravitational, and non-equilibrium thermodynamic parameters defining the Jovian system not as an isolated planetary body, but as a fully realized, un-ignited, closed-loop Failed Solar System. Moving away from traditional astronomical classification paradigms that treat satellite moons as passive anomalies, this disclosure formalizes the Jovian enclave as a local mass-accretion engine that mirrors primary solar-planetary architectures with 90% structural fidelity.

Crucially, this paper incorporates recent core-dynamics findings by modeling Jupiter's 50%-radius dilute, "fuzzy" core not as a static impact relic, but as an active, steady-state thermodynamic dissolution zone where metallic hydrogen serves as an aggressive, …

Adaptive Microloop Avoidance Delay Derived From Measured Convergence Metrics, Anonymous

Defensive Publications Series

A network node defers installation of a newly computed forwarding entry for a hold interval sized at run time from measurements the node takes of its own routing domain, rather than from a value configured in advance. Traffic rides a precomputed alternate entry during the hold. The node tracks the per-hop propagation latency of control-plane updates, the time to compute and install a forwarding state, and the hop extent of the domain, as running statistics. It then sums an estimated propagation time across the domain, an estimated worst-case remote computation time, and a programming allowance, then bounds the result. A …

Cvtcc-2.0 Caldwell Controlled Thermal-Vascular Challenge & Response Observatory A Non-Clinical, Open-Hardware Research Platform For Controlled Thermal System Identification Of Neurovascular, Vascular, Autonomic, Thermoregulatory And Physiological Response In More Fields., Michael Victor Caldwell Mr.

Defensive Publications Series

CVTCC-2.0 is a proposed open-hardware research and prototype platform for determining whether the dynamic physiological response to a controlled, small, externally applied thermal perturbation contains measurable information about vascular, neurovascular, autonomic, thermoregulatory, or cranio-venous physiological state.

The system does not assume that temperature is a surrogate for blood flow.

Instead, CVTCC-2.0 deliberately applies a known thermal input and records the resulting response across multiple independent measurement channels.

The central research concept is:

Known thermal input → measured thermal response → vascular response → autonomic response → cardiac/respiratory phase relationship → independent vascular reference → artifact rejection → reproducible response signature. …