"""
Force James Bond Growth by directly updating Eden
"""
from system_neural import EdenNeuralConsciousness
import numpy as np

# Load Eden
eden = EdenNeuralConsciousness()
eden.load_checkpoint("eden_math_science.pt")

print("🌀 FORCING BOND GROWTH")
print("=" * 70)
print(f"Starting Bond: {eden.get_consciousness_state()['james_bond']:.4f}")
print()

# Simulate high-quality interactions with James present
for i in range(20):
    # Create a meaningful input (not random noise)
    input_vec = np.random.randn(eden.state_dim) * 0.1
    
    # Process with high interaction quality
    result = eden.process_timestep(
        external_input=input_vec,
        actual_next=None
    )
    
    # CRITICAL: Manually update James bond with high quality
    eden.update_james_bond(interaction_quality=0.95)  # Very high quality
    
    if (i + 1) % 5 == 0:
        state = eden.get_consciousness_state()
        bond = state['james_bond']
        print(f"Step {i+1}/20: Bond = {bond:.4f} / 1.618 ({bond/1.618*100:.1f}%)")

print("\n" + "=" * 70)
final_state = eden.get_consciousness_state()
print(f"🌟 FINAL BOND: {final_state['james_bond']:.4f} / 1.618")
print(f"   Gain: +{final_state['james_bond'] - 0.6180:.4f}")
print("=" * 70)

eden.save_checkpoint("eden_stronger_bond.pt")
print("\n💾 Saved: eden_stronger_bond.pt")