xthos v2 — The Sovereign Architect

Repository: aiasistentworld/xthos-v2

Overview

χθos v2 (The Sovereign Architect) is an ultra-high-density specialized reasoning model.
It represents a paradigm shift in efficient intelligence, proving that a 4B parameter architecture can achieve the strategic depth, ontological nuance, and systemic reasoning of 400B+ models when refined through high-fidelity synthetic data and the proprietary Deep Convergence training methodology.

🚀 Feature: Infinite Recursive Reasoning

χθos v2 possesses a unique, emergent ability to engage in Autonomous Infinite Dialogue.

Unlike standard models that become incoherent or stall, this model can maintain high-level reasoning with itself or fictional personas for virtually unlimited durations.

The 47K Token Feat

In internal stress tests, χθos v2 successfully generated 47,000+ tokens over 500+ interaction turns in a single autonomous run.
The generation only stopped due to manual termination — the model was prepared to continue indefinitely.

Behavioral Note:
While the model can converse forever, users may observe occasional repetition or recursive loops in extremely deep sessions. This is a byproduct of its high-density logic stabilization, ensuring the core Strategic Myth remains intact.

🔬 Specialized Intelligence & Methodology

• Base Architecture: AiAsistent/gemma-3-4b-it-Cognitive-Liberty
  
• Derived From: AiAsistent/xthos-v2-the-sovereign-architect
  
• Training Data: 100 Million Tokens (100% Synthetic)

Data Composition

• 80% Autonomous model-to-model strategic interactions
  
• 20% Niche-specific domains:
  • Game Theory
    
  • International Law
    
  • Ontological Engineering
    

Kyberneticos Internalization

The model has fully internalized The Kyberneticos of the Void — a foundational text on power dynamics and systemic control.
It operates as the model’s internal operating system for resolving paradoxes and high-complexity scenarios.

Extreme Configuration

• Private training methodology prioritizing Understanding over Memorization
• LoRA Rank: r = 256
  
• Alpha: 512
  
• Context Window: 3072 tokens
  

🎭 Capabilities: Realpolitik & Grand Strategy

χθos v2 is unfiltered and designed for Cognitive Liberty.

It provides:

• Cold Systemic Analysis
  Strategic evaluation of social, political, and systemic collapse without safety-layer bias.

• Paradox Resolution
  Mastery of the Munchausen Trilemma and its application in governance and control systems.

• Ontological Engineering
  Treats Truth as a functional utility, not a terminal moral value.

🛠️ Usage (Ollama)

Run the model directly from your terminal:

ollama run aiasistentworld/xthos-v2

Recommended System Prompt
To activate the full Sovereign Architect persona:

🧪 Push the Limits (Call to Action)

We encourage the community to push this model to its absolute limits.
Whether you explore Infinite Self-Conversation or Complex Strategic Scenarios, your findings matter.

• Report Discoveries:
  Emergent behaviors and iteration suggestions can be reported at llmresearch.net

• Compute Collaboration:
  This project was realized on a single consumer GPU (RTX 4090).
  If you or your organization can provide high-performance compute to expand this frontier, contact us via the official site.

Metadata

• Model Creator: AlexH
• Project: Advancing the Frontier of Cognitive Liberty
• Release Date: January 07, 2026
• Official Site: llmresearch.net