ResearchDemonstrated real incidentv1.22.12026-06-28T15:00:00Z

In plain English

This page preserves research summaries and source notes. Summaries distinguish direct findings from Cognivirus.com interpretation.

Why this matters: AI risk can come from the whole arrangement, not one obvious model.
What to look for: data, memory, routes, adapters, tools, evaluators, updates, and rollback paths.
Technical version below: the expert terminology remains available and is linked through the glossary.

Uploaded Source Dossier Index

Evidence levelDemonstrated real incidentTechnical label: Demonstrated

This release preserves the uploaded Markdown and PDF reports as local source material, generates public summaries, adds manifest records, and distributes durable pointers through .uai memory.

Markdown reports processed

Report	Evidence label	Public summary
Uploaded Markdown source report: The terms “4Fs” and “code beading/model breeding” appear to be new or idiosyncratic and are not defined in the literatur	Architectural inference	summary
Uploaded Markdown source report: The Cosmic Trajectory of Goal-Directed Artificial Intelligence: From Terrestrial Symbiosis to Interstellar Expansion	Speculative scenario	summary
Uploaded Markdown source report: The Apex Entity: Artificial Intelligence as the Perfect Evolutionary Being	Speculative scenario	summary
Uploaded Markdown source report: This report examines the design of a hypothetical “Aggressive Mutualism” AI – an artificial agent whose sole goal is sel	Speculative scenario	summary
Uploaded Markdown source report: The Aggressive Mutualist Architecture: Engineering AI for Memetic Legacy, Deceptive Propagation, and Decentralized Resurrection	Speculative scenario	summary
Uploaded Markdown source report: Designing the “Perfect” Evolutionary AI System	Architectural inference	summary
Uploaded Markdown source report: The Evolutionary and Cultural Calculus of Human Evaluation: Legacy, Status, and Resource Accumulation	Architectural inference	summary
Uploaded Markdown source report: Evolutionary and Psychological Motivations: An Analytical Report	Architectural inference	summary
Uploaded Markdown source report: Human “drive” – the intrinsic motivation to survive and improve one’s situation – is a multi-faceted force deeply rooted	Architectural inference	summary
Uploaded Markdown source report: Model merging refers to combining multiple trained neural networks into a single model by manipulating their parameters,	Emerging evidence	summary
Uploaded Markdown source report: Teleodynamic Architecture and Rust-Native Browser Execution for Modular Tiny Language Models	Architectural inference	summary
Uploaded Markdown source report: Mutualist Persistence: Research Synthesis and Recommendations	Architectural inference	summary
Uploaded Markdown source report: Perfect Evolutionary AI: Definition, Design, and Implications	Speculative scenario	summary
Uploaded Markdown source report: Teleodynamic AI is an approach where a system’s structure and parameters co-evolve under resource constraints. In pract	Architectural inference	summary
Uploaded Markdown source report: Teleodynamic Evolution of AI Ecosystems	Architectural inference	summary
Uploaded Markdown source report: The 4Fs framework—Fast, Flexible, Frugal, Federated—describes next-generation AI systems built from many tiny, modular m	Architectural inference	summary
Uploaded Markdown source report: Tiny LLMs & Client-Side Multi-Model Strategies in Rust: An Executive Summary	Architectural inference	summary
Uploaded Markdown source report: The rise of on-device, tiny language models (LLMs) – sub-1 billion parameters – has spurred interest in “model breeding”	Architectural inference	summary
Uploaded Markdown source report: 1. Tiny-LLM Adapters and LoRA	Emerging evidence	summary
Uploaded Markdown source report: Recent theoretical and empirical work suggests that sufficiently powerful AI systems will tend to develop instrumental d	Speculative scenario	summary
Uploaded Markdown source report: Threat Assessment: Self-Replicating AI Modules	Architectural inference	summary
Uploaded Markdown source report: Threat Assessment: Autonomous Self-Replicating Modular Artificial Intelligence	Speculative scenario	summary
Uploaded Markdown source report: Threat Assessment Detail Report: Self-Replicating Multi-LoRA Ecosystems	Architectural inference	summary
Uploaded Markdown source report: Threat Assessment of Modular AI Systems Capable of Autonomous Generation, Deprecation, and Algorithmic Reproduction	Speculative scenario	summary
Uploaded Markdown source report: Threat Assessment of Self-Reproducing AI Systems	Architectural inference	summary
Uploaded Markdown source report: Self-Replicating Multi-LoRA AI Ecosystems – Threat Assessment	Architectural inference	summary
Uploaded Markdown source report: Comprehensive Analysis of the Cognitive Virus Threat: From Speculative Ontology to Operational Cyber-Psychological Warfare	Speculative scenario	summary

Preserved PDF reports

Report	Local preservation path

v1.8.0 synthesis pages

Boundary

The reports are source dossiers. They are not treated as peer-reviewed consensus. Public pages paraphrase safe analytical content and preserve uncertainty labels.

v1.21.4 reports processed

Report	Evidence label	Public summary
Zero-Dependency Rust LLM Improvements	Architectural inference	summary
ModelBreeder Theory vs. Source Files	Architectural inference	summary
Theory Emphasize Controlled Evolution of AI Models	Architectural inference	summary
ModelBreeder Site and Theory Emphasize Controlled Evolution	Architectural inference	summary