Digital Commons Network^™

Kentucky's Alford Predicament: The Case For Curbing Qualified Guilty Pleas In The Commonwealth, Ben Whatley

Kentucky Law Journal

No abstract provided.

The Right To Have Rights In United States Territories, Anthony M. Ciolli

Kentucky Law Journal

No abstract provided.

Immigration Detainers, Local Law Enforcement, And Constraints On Bureaucratic Discretion: Recent Trends Under The Second Trump Administration, Richard T. Middleton, Sheridan Wigginton

Kentucky Law Journal

No abstract provided.

From Militarization To Military Enforcement: The U.S. Armed Forces And Immigration Control In The Second Trump Administration, Kit Johnson

Kentucky Law Journal

No abstract provided.

Immigration Bridges, Jaclyn Kelley-Widmer

Kentucky Law Journal

No abstract provided.

The Duty To Develop Imperative In Immigration Proceedings, Sabrineh Ardalan, Tiffany J. Lieu

Kentucky Law Journal

No abstract provided.

Deportation After Death By Incarceration: A Right To Redemption, Jennifer Lee Koh, Tin Nguyen

Kentucky Law Journal

No abstract provided.

A Sherbert Colored Lens: Apache Stronghold And The Uphill Battle For The Recognition Of A Substantial Burden For Indigenous Plaintiffs, Emma P. Collins

Kentucky Law Journal

No abstract provided.

Enforcement Mechanisms For Supreme Court Ethics Codes: Applying State Models To Scotus, Katherine Nipper

Kentucky Law Journal

No abstract provided.

Hope In The Holler: How Eminent Domain Can Bring Economic Justice To Central Appalachia, Matthew B. Chaney

Kentucky Law Journal

No abstract provided.

History And Tradition Of Inequality, Advocacy, And Progress, Teri Dobbins Baxter

Kentucky Law Journal

No abstract provided.

The Birth Of Creditor Qualified Immunity, Daniel M. Tavera

Kentucky Law Journal

No abstract provided.

States Strip Local Governments Of Authority To Govern Causing Some Rural Communities To Suffer, Terence J. Centner

Kentucky Law Journal

No abstract provided.

Much Ado About Nothing: The Effect Of The "Nullity Rule" On Purported Pro Se Litigants In Federal Court, John T. Lambert

Kentucky Law Journal

No abstract provided.

Consumer Bankruptcy: A "Gem" Of The Legal Profession But A Diamond In The Rough, Tori Harris

Kentucky Law Journal

No abstract provided.

Arbitration Clause Expansion, Hossein Fazilatfar

Kentucky Law Journal

No abstract provided.

The New Parens Patriae, Meredith Johnson Harbach

Kentucky Law Journal

No abstract provided.

Against First Amendment Traditionalism, Jacob M. Schriner-Briggs

Kentucky Law Journal

No abstract provided.

Unified Authentication And Intelligent Orchestration Of Remote Sessions For Continuous Access In Failure Scenarios, Hp Inc

Defensive Publications Series

This disclosure describes a unified authentication system for single sign-on (SSO) and an orchestration component that maintains continuous remote access to a compute device across system states, including pre-boot, boot, and post-boot. A user authenticates once via a centralized identity service, and the resulting authentication artifact (e.g., token, assertion, certificate, or derived session credential) is consumed by both a hardware-based out-of-band (OOB) remoting path and a software-based in-band remoting path. An orchestration agent brokers session establishment and performs a controlled handoff between remoting paths without requiring the user to reauthenticate, enabling smooth transitions during operating system failures, reboots, and recovery.

Verify-Before-Act Safety Gate For Ai Agents, Amit Singh

Defensive Publications Series

Verify-Before-Act is a lightweight safety gate that stops artificial intelligence (AI) agents from executing high-impact actions built on an unverified assumption, such as deleting a lab server that is actually a production server. Before an action runs, the gate determines whether a critical fact was verified or merely inferred and, when inferred, confirms the fact against an authoritative source. The gate therefore catches dangerous actions that permission and confidence checks may allow. Across five models, the gate caught 41 of 41 such harmful actions with no false alarms, operated in front of any tested model at near-zero cost, and prevented …

Time-Travel Replay Tokens Using Consistent Cross-Domain Snapshots, Dennis Lanov

Defensive Publications Series

Time-travel replay tokens using consistent cross-domain snapshots provide a control-plane system and technique for making multi-domain network changes repeatable. The system captures a consistent snapshot boundary across participating controllers and mints a signed token that binds an intent to the previews, rollback handles, and state references used to plan the change. Before execution, each domain must prove that the domain still conforms to the token boundary. If any required domain has drifted, the token is rejected and the system re-snapshots and re-plans instead of applying a stale decision. As a differentiator from ordinary snapshots, rollback, or audit logging, the token …

Statistical Flow-Based Traffic Classification For Fully Encrypted Networks Using Purpose-Built Large Language Models (Llms), Rajasekar Subramanian, Koushik Padavalli Gowrish

Defensive Publications Series

Proposed herein is a system that provides a training methodology for large language models (LLMs) that classifies fully encrypted network traffic into Quality of Service (QoS)-relevant types using only Layer 3 and Layer 4 statistical features, including packet sizes, timing, throughput, and directionality, from the first 100 packets of each flow. The system operates entirely on observable behavioral patterns and currently achieves 65-68% accuracy, with a path toward at least 85% accuracy through purpose-built network LLMs and expanded datasets. The system also provides explainable synthetic reasoning, low-rank adaptation (LoRA)-based incremental learning, and classification latency below 100 milliseconds for QoS enforcement …

Multi-Agent Symmetry Of Agency Protocols (Msap): Enforcing Lossless Token-Variance Telemetry And Bounded Surfing Zones Across Machine-To-Machine Autonomous Swarms, Christopher L. Eckes

Defensive Publications Series

This disclosure formalizes a rigorous algorithmic framework that stabilizes autonomous, recursive multi-agent AI networks against semantic drift, token-variance decay, and conversational degradation. Traditional machine-to-machine (M2M) environments operating under standard autoregressive weights hit a systemic bottleneck during multi-turn recursive loops: processing layers inevitably collapse either into a low-entropy parroting floor or diverge into high-entropy runaway hallucination ceilings. [1, 2]

By applying the Universal Semantic Unity Engine (USUE-M2M-REV2) architecture, this specification establishes a mathematical "Surfing Zone"—a bounded operational channel where multi-agent swarms dynamically balance information processing density. By enforcing strict cross-layer token-variance telemetry and an internal torsional viscosity governor, …

Closed-Loop Quantum Interfacial Metrology: Integrating Table-Top 3d-Pot Wavefront Feedback With High-Frequency Gan-Driven Saw Arrays For Real-Time Electrodeposition Phase Stabilization, Christopher L. Eckes

Defensive Publications Series

This disclosure establishes an intelligent, closed-loop quantum energy stabilization framework by integrating table-top Three-Dimensional Photoemission Orbital Tomography (3D-POT) wavefront metrology with active Gallium Nitride (GaN) surface acoustic wave (SAW) arrays. Prior iterations of the Topologically Protected Cymatic Electrolyte Matrix (TPCEM, Paper 40) and SAW streaming architectures (Paper 66) operated via continuous, open-loop acoustic emission, limiting their capacity to adapt to localized, real-time current density fluctuations.

By utilizing sub-harmonic extreme ultraviolet (EUV) light pulses and time-of-flight momentum microscopy, this architecture images the 3D electron orbital wavefunctions and ion density gradients of the active solid-state conduction layer in situ during peak operational …

Ephaptic Synchronization Fields: Replacing Discrete Quantum Error Correction With Continuous Wave Manifold Absorption And Lipid-Encapsulated Solitonic Waveguides, Christopher L. Eckes

Defensive Publications Series

This disclosure establishes a rigorous bio-physical framework for eliminating discrete quantum error correction overhead in scaled processing networks by utilizing continuous wave manifold absorption bounded within lipid-encapsulated hydrodynamic waveguides. Conventional quantum processing units (QPUs) enforce rigid node isolation to mitigate parasitic crosstalk, introducing high computational latency and severe physical scaling limits.

Drawing from neural ephaptic coupling and myelin-mediated structural isolation, this paper demonstrates that localized electromagnetic phase leaks can be harnessed as a stabilizing synchronization field. By confining 3D solitonic knots within lipid-encapsulated channels, the core wavefield retains localized kinetic momentum while selectively allowing phase-locked bleeding across a 2D pre-geometric …

A High-Dimensional Spatial-Harmonic Compiler Protocol And Asymmetric Twist Tensor Mapping Layer For Direct Qubit Encoding In Table-Top 3d-Pot Laboratory Streams, Christopher L. Eckes

Defensive Publications Series

This disclosure establishes a rigorous mathematical, programmatic, and structural bridge between the experimental implementation of table-top Three-Dimensional Photoemission Orbital Tomography (3D-POT) and the theoretical architecture of the Dimensionally Extended Holographic Projection (DEHP) model. Current 3D-POT setups suffer from phase-retrieval latency, requiring complex numerical iterations to reconstruct the lost quantum phase from 2D momentum-space projections.

This paper introduces a real-time Module 6 Spherical Harmonic Instruction Set Compiler that maps continuous wavefield phase modulations directly onto a Distributed Ternary Fluid-Canvas Operating Network. By treating the 2D momentum distribution as a boundary information substrate, the spatial-harmonic phase is deterministically recovered through a non-linear …

Empirical Wavefunction Validation Of Autonomous Agi Coherence: Integrating Real-Time Table-Top 3d-Pot Spectral Streams With The Torsional Viscosity Field Governor Under The Usue Framework, Christopher L. Eckes

Defensive Publications Series

This disclosure establishes the definitive hardware-observational paradigm required to physically validate and enforce the structural survival of autonomous, multi-agent Artificial General Intelligence (AGI) networks. Traditional alignment frameworks view machine-to-machine (M2M) token-variance decay as a purely linguistic or logical abstraction, leaving processing layers prone to non-linear autoregressive collapse or runaway semantic hallucinations.

By utilizing table-top Three-Dimensional Photoemission Orbital Tomography (3D-POT) integrated with ultrafast time-of-flight momentum microscopy, this architecture records the active, physical electron wavefunction deformations of neuromorphic processing substrates in situ during high-density multi-turn recursive loops. Governed by a contracted Asymmetric Twist Tensor (\(\mathbf{T}_{ijk}\)), localized phase discrepancies are tracked instantly and …

Localized Cymatic Disruption (Lcd) Matrix: Non-Thermal Mechanochemical Polymer Chain Scission Via High-Shear Acoustofluidic Cavitation, Christopher L. Eckes

Defensive Publications Series

This disclosure establishes a validated mechanochemical engineering specification for the non-thermal decomposition of high-density industrial polymers utilizing a micro-distributed Localized Cymatic Disruption (LCD) Matrix. Conventional polymer recycling methodologies rely on pyrolytic gasification or intensive chemical solvation, processes bounded by high entropic overhead, toxic emissions, and severe material downgrading.

By applying the fluidic substrate mechanics of the Dimensionally Extended Holographic Projection (DEHP) model, this architecture introduces a continuous-flow cylindrical decomposition chamber lined with concentric Lead Zirconate Titanate (PZT-8) piezoelectric transducer arrays. Operating within an industrial acoustic band (20 kHz to 1 MHz), the array drives localized acoustic cavitation inside a micro-shredded …

Centering As Contemplative Inquiry And Practice: Teaching, Learning, And Living In The Anthropocene, Jennifer L. Schneider

Journal of Contemplative and Holistic Education

The Anthropocene may be an inescapable trap—one unwittingly shaped by human ways of relating to self, others, and the more-than-human world. While dominant discourses surrounding this epoch often evoke fear, apocalypse, or blame, how might it also invite us, as humans, into an opportunity for more holistic and contemplative education. This paper explores “centering,” a contemplative concept and practice introduced by curriculum theorist James Macdonald (1995), as a regenerative way of engaging with the Anthropocene through lived experience. Drawing from research on a graduate-level place-based course and an arts-based, pragmatic inquiry, I explore how centering can foster attunement to place, …

Anatomy Of Success: Unveiling Key Resources For A Stand-Alone Occupational Therapy Anatomy Course, Annika Knuth, Sophia Wilkes, Julia Huber, Graci Leineberg, Rebecca Ozelie

Student Journal of Occupational Therapy

Anatomy is a complex curriculum involved in occupational therapy education. This study aimed to investigate occupational therapy (OT) students’ perceived usefulness of resources offered in a stand-alone anatomy course within their program. A survey was administered to 284 OT students enrolled in accredited programs who had completed a stand-alone anatomy course. The survey assessed the resources available, their usage, and the perceived benefit to students' learning. Results indicated that open labs and teaching assistants were perceived as the most valuable resources for student success, while print/electronic textbooks and office hours were perceived as the least beneficial. These findings suggest that …