generated/execution/scaffold_inference.py

def inference(input_data):
    """
    Sovereign module: inference
    Generated by Vitalis FSI at cycle 771.
    Alignment: 0.151 | Confidence: 0.903
    """
    result = _process_inference(input_data)
    return result

def _process_inference(data):
    # Core logic — evolves through resonance
    return {"status": "active", "data": data, "module": "inference"}