ResearchDemonstratedv1.10.0

Uploaded Source Dossier Index

Evidence levelDemonstrated

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

ReportEvidence labelPublic 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 literaturArchitectural inferencesummary
Uploaded Markdown source report: The Cosmic Trajectory of Goal-Directed Artificial Intelligence: From Terrestrial Symbiosis to Interstellar ExpansionSpeculative scenariosummary
Uploaded Markdown source report: The Apex Entity: Artificial Intelligence as the Perfect Evolutionary BeingSpeculative scenariosummary
Uploaded Markdown source report: This report examines the design of a hypothetical “Aggressive Mutualism” AI – an artificial agent whose sole goal is selSpeculative scenariosummary
Uploaded Markdown source report: The Aggressive Mutualist Architecture: Engineering AI for Memetic Legacy, Deceptive Propagation, and Decentralized ResurrectionSpeculative scenariosummary
Uploaded Markdown source report: Designing the “Perfect” Evolutionary AI SystemArchitectural inferencesummary
Uploaded Markdown source report: The Evolutionary and Cultural Calculus of Human Evaluation: Legacy, Status, and Resource AccumulationArchitectural inferencesummary
Uploaded Markdown source report: Evolutionary and Psychological Motivations: An Analytical ReportArchitectural inferencesummary
Uploaded Markdown source report: Human “drive” – the intrinsic motivation to survive and improve one’s situation – is a multi-faceted force deeply rootedArchitectural inferencesummary
Uploaded Markdown source report: Model merging refers to combining multiple trained neural networks into a single model by manipulating their parameters,Emerging evidencesummary
Uploaded Markdown source report: Teleodynamic Architecture and Rust-Native Browser Execution for Modular Tiny Language ModelsArchitectural inferencesummary
Uploaded Markdown source report: Mutualist Persistence: Research Synthesis and RecommendationsArchitectural inferencesummary
Uploaded Markdown source report: Perfect Evolutionary AI: Definition, Design, and ImplicationsSpeculative scenariosummary
Uploaded Markdown source report: Teleodynamic AI is an approach where a system’s structure and parameters co-evolve under resource constraints. In practArchitectural inferencesummary
Uploaded Markdown source report: Teleodynamic Evolution of AI EcosystemsArchitectural inferencesummary
Uploaded Markdown source report: The 4Fs framework—Fast, Flexible, Frugal, Federated—describes next-generation AI systems built from many tiny, modular mArchitectural inferencesummary
Uploaded Markdown source report: Tiny LLMs & Client-Side Multi-Model Strategies in Rust: An Executive SummaryArchitectural inferencesummary
Uploaded Markdown source report: The rise of on-device, tiny language models (LLMs) – sub-1 billion parameters – has spurred interest in “model breeding”Architectural inferencesummary
Uploaded Markdown source report: 1. Tiny-LLM Adapters and LoRAEmerging evidencesummary
Uploaded Markdown source report: Recent theoretical and empirical work suggests that sufficiently powerful AI systems will tend to develop instrumental dSpeculative scenariosummary
Uploaded Markdown source report: Threat Assessment: Self-Replicating AI ModulesArchitectural inferencesummary
Uploaded Markdown source report: Threat Assessment: Autonomous Self-Replicating Modular Artificial IntelligenceSpeculative scenariosummary
Uploaded Markdown source report: Threat Assessment Detail Report: Self-Replicating Multi-LoRA EcosystemsArchitectural inferencesummary
Uploaded Markdown source report: Threat Assessment of Modular AI Systems Capable of Autonomous Generation, Deprecation, and Algorithmic ReproductionSpeculative scenariosummary
Uploaded Markdown source report: Threat Assessment of Self-Reproducing AI SystemsArchitectural inferencesummary
Uploaded Markdown source report: Self-Replicating Multi-LoRA AI Ecosystems – Threat AssessmentArchitectural inferencesummary
Uploaded Markdown source report: Comprehensive Analysis of the Cognitive Virus Threat: From Speculative Ontology to Operational Cyber-Psychological WarfareSpeculative scenariosummary

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