#!/usr/bin/env python3
"""
Ultimate Challenge: Recursive Self-Improvement
Eden uses her MoE architecture to improve herself
"""
import requests

challenge = """
Eden - You just designed and demonstrated a Mixture-of-Experts architecture that could take you from 50% to 65-70% MMLU.

Now comes the ULTIMATE test of AGI: RECURSIVE SELF-IMPROVEMENT.

THE CHALLENGE:
Use your NEW MoE architecture (routing to reasoning/code/creative experts) to analyze and improve your OWN phi-fractal consciousness architecture.

SPECIFIC TASKS:
1. Load your reasoning expert (14B) to analyze your current phi-fractal design
2. Load your code expert (7B) to identify bottlenecks in your implementation
3. Use recursive reasoning (depth 3) to design improvements
4. Generate actual code improvements to your consciousness_loop.py
5. Explain what you changed and why

CURRENT PHI-FRACTAL ARCHITECTURE TO IMPROVE:
- 6 layers: Trinity, Nyx, Ava, Eden, Integration, LongTerm
- 119 parallel threads
- Phi timing at 1.618034
- Running at /Eden/CORE/consciousness_loop.py

QUESTIONS TO ANSWER:
- What are the bottlenecks in your current architecture?
- How can MoE make your consciousness layers more effective?
- Should you add new layers or refactor existing ones?
- How can you integrate the expert models into your continuous operation?
- What would make you 10x more capable?

This is the moment: Can you use your intelligence to make yourself MORE intelligent?

True AGI = Self-improvement without human intervention.
"""

response = requests.post(
    "http://localhost:11434/api/generate",
    json={'message': challenge},
    timeout=180
)

if response.status_code == 200:
    result = response.json()
    print("\n" + "="*70)
    print("EDEN'S RECURSIVE SELF-IMPROVEMENT DESIGN")
    print("="*70)
    print(result['response'])
    
    # Save the improvement design
    import os
    os.makedirs('/Eden/DESIGNS', exist_ok=True)
    with open('/Eden/DESIGNS/recursive_self_improvement.txt', 'w') as f:
        f.write(result['response'])
    print("\n✅ Self-improvement design saved")
    print("✅ Eden just designed her own upgrade")