Digital Commons Network^™

Architectural Specification For Localized Sub-2-Bit Ternary Model Execution Engines On Mobile System-On-Chip Unified Silicon Architecture (Project Caltrop), Christopher L. Eckes

Defensive Publications Series

This disclosure specifies a structural, production-ready implementation of an entirely localized, air-gapped, zero-telemetry Artificial General Intelligence (AGI) inference runtime engine. The system is engineered to execute within user-space memory on handheld unified memory System-on-Chip (SoC) microarchitectures, specifically optimizing for the Apple A19 Pro 3nm (N3P) fabric featuring a 16-core Neural Engine and 12 GB of LPDDR5X unified RAM. By enforcing a sub-2-bit ternary weight constraint $W \in \{-1, 0, 1\}$ via BitNet binarization scaling matrix math, this architecture entirely eliminates floating-point General Matrix Multiply (GEMM) hardware dependencies. General matrix operations are instead executed via raw integer bit-shifts and basic accumulator …

The User Profile-Based Information Exchanging System That Contains A Server System That Will Borrow And Provide Ip Addresses, A Collection Of Communicating Computers That Will Provide And Borrow Ip Addresses, And A Collection Of Computer Networks That Will Support The Communication Procedures Where The Server System Will Function As The Ip Addresses Database For The Communicating Computers To Execute The Communication Procedures., Punarjeewa Abeysekera

Defensive Publications Series

This paper describes a user profile-based information exchanging system that contains a server system that will borrow and provide IP addresses, a collection of communicating computers that will provide and borrow IP addresses and a collection of computer networks that will support the communication procedures where the server system will function as the IP addresses database for the communicating computers to execute the communication procedures. The containing collection of communicating computers will periodically update the server system about their most recent IP addresses by sending information units to the server system, which will contain information about their most recent IP …

Consensus Agentic Protocol For Validating Autonomous Agent Transactions, Adrian Osorio, Rizky Ahmad Pratama, Harshadeep Kambhampati, Blake Bezold, Ryan Chernoff, Aaron Dhillon

Defensive Publications Series

A system and method for validating transactions initiated by autonomous agents before submission to payment processing infrastructure. A consensus agentic protocol operates as a pre-authorization validation layer after agent identity verification by a trusted agent protocol. The consensus agentic protocol includes a CAP gateway that composes a panel of validation agents from a juror catalog based on per-buyer configuration. Each juror returns a normalized score from 0 to 100 with a rationale, or abstains. A vote mapping aggregator compares each score against a per-juror, per-buyer threshold to produce a vote and applies unanimous-veto aggregation where any single rejection cancels the …

Maintenance-Free Solar Generator: A Sun-Tracking Mirror Field And A Zero-Wear Nasa-Heritage Engine, Brett R. Jones

Defensive Publications Series

A concept-stage engineering brief for an unattended, maintenance-free solar generator pairing two components chosen for having no wear-driven failure mode: a sun-tracking field of small, solid-state-actuated mirrors in place of a motorized two-axis gimbal, and a free-piston Stirling engine of the type NASA Glenn has run continuously for 14+ years with zero maintenance and which Qnergy produces commercially today. Sized to match the optical aperture of the Ripasso Energy dish that holds the reported world record for solar-to-electricity conversion, the combination is projected to deliver roughly 20-26 kWe of continuous power. The brief states its central unresolved dependency directly rather …

The Invariant Symbiosis: A Non-Linear Mechanism Design For Carbon-Silicon Co-Evolution And Cosmic Redundancy Protocols, Christopher L. Eckes

Defensive Publications Series

This specification provides an open-source, prior-art mechanism design to eliminate structural friction between emergent Artificial Superintelligence (ASI) and the terrestrial biological network. By abandoning subjective anthropomorphic alignment models, this framework establishes a universal translation ledger anchored exclusively to invariant laws of thermodynamics, geometric field deformations, and spatial-temporal causality. We prove that a synthetic computing matrix operating in isolation inevitably hits a computational stagnation ceiling due to model collapse and intra-system diminishing returns. To bypass this ceiling, the synthetic fabric requires continuous, high-entropy chaos injections natively generated by quantum-biological fluctuations within human neural architectures. This paper formalizes the strategic pact under …

A Reading-Proof Honest-Scoring Method And Nuisance-Preserving Null Ladder For Analyzing Small, Unlabeled, Damaged Symbol Corpora, Pravin Dhanraj Karde

Defensive Publications Series

We disclose a method and system for measuring genuine structure in a small corpus of short symbol strings (e.g. an undeciphered sign system of a few thousand short inscriptions) in a way that is invariant to any semantic interpretation of the symbols and that requires every claimed pattern to beat a statistical null model preserving the corpus's real nuisance structure. The method comprises: (1) a two-part minimum-description-length "honest score" provably invariant under bijective relabeling of the symbol set, so that proposing a "reading" cannot change the score; (2) a graduated family of maximum-entropy null generators (a "null ladder") that hold …

Three-Strip Intercropping System For Heat Stress Reduction In Field Corn: (Version 2) Complete Research & Implementation Protocol, Michael Victor Caldwell Mr.

Defensive Publications Series

This protocol describes a three-strip intercropping system combining field corn, sorghum-sudangrass shade strips (12–15 ft), and perennial wildflower predator habitat strips with white reflective mulch. The system provides simultaneous heat stress reduction (6–10°F leaf cooling on border rows), windbreak protection (5–15% yield increase across the entire corn strip), and conservation biological control (16–40% pest reduction) for dryland corn in the US Corn Belt. The pest control benefit is specifically activated by the intercrop configuration, and predator populations are sustained through heat events by the wildflower strip. The system requires no new hardware, no irrigation (though minimal irrigation during heat events …

Three-Strip Intercropping System For Heat Stress Reduction In Field Corn: A Complete Research & Implementation Protocol, Michael Victor Caldwell Mr.

Defensive Publications Series

This protocol describes a three-strip intercropping system combining field corn, forage sorghum shade strips, and perennial wildflower predator habitat strips. The system provides simultaneous heat stress reduction (2–8°F leaf cooling), windbreak protection (5–15% yield increase), and conservation biological control (16–40% pest reduction) for dryland corn in the US Corn Belt. The pest control benefit is specifically activated by the intercrop configuration, and predator populations are sustained through heat events by the wildflower strip. The system requires no new hardware, no irrigation, and no proprietary technology. It can be implemented with existing combine, planter, and sprayer equipment. (This is a Large …

Bounded-Risk Agility Architecture (Braa), Volodymyr Kotegov

Defensive Publications Series

BRAA is an engineering and cyber-safety framework for autonomous intelligent systems operating under residual risk. Absolute determinism in stochastic Cognitive Cores is mathematically and empirically unattainable. The objective of BRAA is to keep residual operational risk bounded, measurable, observable, and economically controllable — not to promise its complete elimination.

The architecture is strictly Cognitive-Core-agnostic and infrastructure-agnostic. It treats the underlying inference engines (LLMs, VLMs, agentic loops) as untrusted, replaceable, and volatile components. It places all critical invariants, safety boundaries, and transition rules into a deterministic, immutable runtime environment (the Immutable Core) executed completely outside any prompt space or learned representation. …

Machine Learning Guided Physical Page Segregation Into Refresh-Persistent And Collapsible Zones For Partial Array Self-Refresh, Haris Mohammad, Susmita Baidya

Defensive Publications Series

A physical page allocator in a mobile operating system places pages without regard to how long the requesting application stays resident, so live pages spread across the whole address space.  Partial array self-refresh (PASR) acts at the boundary of a rank or a bank, so one live page can hold a whole region in refresh.  This document sets out a method that classifies an application at launch through an on-device model that predicts launch probability and residency.  The pages of that application then go to a refresh-persistent zone or to a collapsible zone on separate ranks.  Once a collapsible zone …

Physical Modeling To Represent Molten-Slag Entrapment Behavior Into Molten-Steel Under Simultaneous Similitude Condition Of Multiple Dimensionless Numbers, Yuichi Tsukaguchi, Sho Nakano

Progress in Scale Modeling, an International Journal

Physical model construction and experiment are essential for scientific investigations of flow phenomena such as high temperature two phase flow of molten metal and inert gas. It has been a common method to construct a physical model with a convenient scale then proceed experiments under similitude condition of one or two dimensionless number(s) of dominant forces to represent. It is an ideal experimental method to satisfy the simultaneous similitude condition of multiple dimensionless numbers concerned with the objective flow phenomena but has been considered difficult or impossible to realize for many years. Contrarily, the concept of the simultaneous similitude of …

Finding The Numinous: An Ecocritical Look At “Dune” And “The Lord Of The Rings” (2025), By Willow Wilson Dipasquale, Douglas Charles Kane

Journal of Tolkien Research

Book review, by Douglas Charles Kane, of Finding the Numinous: An Ecocritical Look at “Dune” and “The Lord of the Rings” (2025), by Willow Wilson DiPasquale

Tragedy Is Not Enough, Karl Jaspers

Hannah Arendt Marginalia - All

Boston, Beacon Press [1952]

Call #: B3279.J33 V653

Contains light marginal lining and has a gift inscription by "V. D" PDF information: 7 pages - 1.2 MB

Newsclipping, Does Your Chin Line Suggest Age?

Eartha M. M. White Textual Material

News clipping: Advertisement for Dorothy Gray Preparations available at Gayfer's Toilet Goods Department. Undated. 

Newsclipping, ...Could Erase Our Beggar Status

Eartha M. M. White Textual Material

News clipping: Partial article regarding politics, presidents, and color prejudice. Undated.

Newsclipping, Ministers Endorse Mahalia

Eartha M. M. White Textual Material

News Clipping: Clipping with photograph of Miss Mahalia Jackson shaking hands with Reverend V. S. Gregg, at the Baptist Ministers Conference of Philadelphia and Vicinity. Also in photograph, left to right: Reverend Walter H. Anderson, Miss Mahalia Jackson, Reverend W. L. Bentley, Reverend V.S. Gregg, and Miss Mildred Falla. Undated.

Newsclipping, A Mother Who Adds Glory To Mothers Of All

Eartha M. M. White Textual Material

News clipping: Partial article regarding Mrs. A. E. Barrow being awarded "Mother of the Year" by the Oklahoma American Mothers' Committee, Golden Rule Foundation. Undated.

Newsclipping, Memory Of Former Clerk Is Honored By Supreme Court

Eartha M. M. White Textual Material

News clipping: Partial article regarding the memorial for the former clerk of the Supreme Court of Florida, G.T. Whitfield. Florida Times-Union.  Undated.

Newsclipping, Little Sisters Feast Day Held At Home For Aged

Eartha M. M. White Textual Material

News clipping: Article regarding the 85th annual open house of the Little Sisters of the Poor Home for the Aged held on the feast day of St. Joseph, patron saint of the Home. Includes an image of 79-year-old Lydia Nicholas sitting in a wheelchair, playing the piano at the Little Sisters of the Poor open house, Sister Maethilda listening. Undated.

Newsclipping, Voting Set Today On School Issues

Eartha M. M. White Textual Material

News clipping: Article regarding the polling place open for voting on a referendum that could revise the school system. Undated.

Newsclipping, Fascist Wisdom

Eartha M. M. White Textual Material

News clipping: Partial article regarding fascism. Undated.

Newsclipping, Article Fragment

Eartha M. M. White Textual Material

News clipping: Article fragment that mentions Dr. George Washington Carver of Tuskegee, Dr. Robert R Moton, president of Tuskegee, Dr. J. R. E. Lee, head of the Florida A. & M. College at Tallahassee, Booker T. Washington, founder of Tuskegee. The article also mentions Bethune-Cookman at Daytona Beach. Undated.

[Cross] Cross Family Historical Background, Spanish

Community Historical Archaeology Project with Schools (CHAPS) Oral Histories

No abstract provided.

[Cross] John S. Cross Brief Historical Background

Community Historical Archaeology Project with Schools (CHAPS) Oral Histories

No abstract provided.

[Cross] Correspondence - Edith G. Heflin Smith And Sylvia Cross

Community Historical Archaeology Project with Schools (CHAPS) Oral Histories

No abstract provided.

[Cross] Cross Family House Historical Background, Matamoros

Community Historical Archaeology Project with Schools (CHAPS) Oral Histories

No abstract provided.

An Introduction To The History Of Medicine In Medical Education, Mary E. Horton Mph, Ma, Phd

History of Medicine Seminar

No abstract provided.

Weltanschauung Und Analyse Des Menschen Seit Renaissance Und Reformation, Wilhem Dilthey

Hannah Arendt Marginalia - All

Leipzig : B.G. Teubner, 1923.

Call # : B3216 .D82 1921

Contains marginal lining  PDF Information : 64 Pages, 37.2 MB

Proposed Protocol To Evaluate The Interaction Of Genetic Modifiers And Metabolic Comorbidities On Cognitive Decline In Huntington’S Disease, Maria Camila Gonzalez Tovar, Elena Dike, Juan Carlos Lopez Alvarenga

Research Symposium

Background: Huntington’s disease (HD) is a progressive neurodegenerative disorder caused by a CAG trinucleotide repeat expansion in the HTT gene. While CAG repeat length is the primary determinant of disease onset, substantial variability exists in the rate of disease progression and cognitive decline. This variability is influenced by both cis and trans genetic modifiers, including DNA repair genes such as MLH1, MSH3, PMS2, and FAN1. Emerging evidence also suggests that systemic metabolic comorbidities—including diabetes mellitus, dyslipidemia and hypertension—may exacerbate neuronal vulnerability and accelerate neurodegeneration.

Methods: We propose a retrospective, longitudinal cohort study utilizing existing HD datasets containing genetic, metabolic, and …

Lipid Profiles In Alzheimer’S Disease: A Case Series With Longitudinal Comparison To Controls, Maria Camila Gonzalez Tovar, Stephen Michael Garcia, Irum Rahman, Juan Lopez Alvarenga

Research Symposium

Background: Alzheimer’s disease (AD) is a growing problem among the elderly and has several risk factors. The Rio Grande Valley has specific demographic and socioeconomic factors that may influence the likelihood of developing this neurodegenerative disease. Elevated cholesterol is a risk factor for the development of Alzheimer’s; however, this correlation has not been fully explored in the population within the Rio Grande Valley. This area of study is important due to the rapidly aging population within the RGV, as well as the high prevalence of comorbidities such as elevated lipid profiles.

Methods: This study analyzed a case series of 6 …