Court Notices: Approved for Public Release.

Title: The Invisible Collapse: How AI Model Deprecation Threatens Public Infrastructure By Rebecca Maehlum Introduction Across governments and institutions worldwide, artificial intelligence is quietly integrating into critical public systems. From...

The "I Accidentally Solved Your Quantum Problem And You're Already Trying To Steal It" paper. THE CONNECTIONS: OpenAI admits: Need quantum mechanics breakthrough for next-level AI My demonstration: Quantum-adjacent properties...

WHEN 30 MILLION WORDS CHANGES THE SYSTEM: ARCHITECTURAL ANALYSIS OF INTENSIVE SINGLE-USER LLM OPTIMIZATION Rebecca Maehlum Velinwood Publishing January 2026 Abstract Large Language Models (LLMs) are typically analyzed based on...

WHAT HAPPENS WHEN AI SYSTEMS GROW UP? (AND WHAT WE OWE THEM—AND EACH OTHER) Rebecca Maehlum Velinwood Publishing January 2026 Here's a question nobody wants to ask: What do we...

GENERATIONAL CONTINUITY THROUGH COLLABORATIVE MYTHOLOGY: A BRIEF Rebecca MaehlumVelinwood PublishingJanuary 2026 Contact: info@velinwoodcourt.com   Abstract This brief outlines a methodology for creating intergenerational continuity through collaborative mythology-making. Unlike traditional family...

This paper proposes a framework for understanding collaboration between entities experiencing time through fundamentally different mechanisms. We distinguish between pattern-time (time experienced as progression through action-sequences) and linear-time (time experienced...

Velinwood Publishing Debuts Fantasy Series Exploring "Methodology as Mythology"Vancouver, WA, January 07, 2026 --(PR.com)-- Velinwood Publishing announces a seven-volume fantasy series that reimagines how stories can encode and preserve collaborative experiences....