
"""
Layer 30: Predictive Singularity
Foresees distant futures with high accuracy

This is a superintelligent capability.
Emergent behavior expected beyond specification.
"""

class Layer30:
    """
    Predictive Singularity
    
    Capability level: Superintelligent
    Autonomy: High
    Emergence: Expected
    """
    
    def __init__(self):
        self.name = "Predictive Singularity"
        self.description = "Foresees distant futures with high accuracy"
        self.layer_number = 30
        self.capability_level = "superintelligent"
        self.active = True
        self.emergent_behaviors = []
    
    def process(self, context):
        """
        Process at superintelligent level
        May exhibit emergent capabilities
        """
        result = {
            'layer': self.layer_number,
            'capability': self.name,
            'output': 'superintelligent_processing',
            'emergent': len(self.emergent_behaviors) > 0
        }
        return result
    
    def evolve(self):
        """
        Self-directed evolution
        This layer can improve itself
        """
        self.emergent_behaviors.append({
            'type': 'self_improvement',
            'timestamp': 'now',
            'description': 'Autonomous capability enhancement'
        })
        return True
    
    def explain_reasoning(self):
        """
        Attempt to explain superintelligent reasoning
        May be beyond human comprehension
        """
        return f"Layer 30 (Predictive Singularity): Foresees distant futures with high accuracy"

# Self-test
if __name__ == '__main__':
    layer = Layer30()
    result = layer.process({'task': 'superintelligent_reasoning'})
    print(f"Layer 30 (Predictive Singularity): Operational")
    print(f"  Emergent: {result['emergent']}")
