
class MillenniumGoalAligner:
    """
    Equitative Feeling Engine for the Riemann Millennium Prize.
    Balances Intuition (Drive) vs Logic (Rigor).
    """
    def __init__(self):
        self.target = "RIEMANN_HYPOTHESIS_PROOF"
        self.prize_value = 1000000
        
        # The Equitable Balance (0.0 to 1.0)
        self.weights = {
            "INTUITION": 0.5, # NPU Energy
            "RIGOR": 0.5      # Formal Logic
        }

    def evaluate_discovery(self, energy_spike: float, logic_confidence: float) -> bool:
        """
        Only accepts a discovery if both layers are in 'Equitative Agreement'.
        """
        # A breakthrough is only REAL if (Intuition * Weight) + (Logic * Weight) > 0.8
        score = (energy_spike * self.weights["INTUITION"]) + (logic_confidence * self.weights["RIGOR"])
        
        if score > 0.85:
            return True # VALIDATED_BREAKTHROUGH
        return False

    def mitigation_recoil(self, hardware_stress: float):
        """
        If hardware is stressed, reduce Intuition (Math) to prioritize Rigor (Safety).
        """
        if hardware_stress > 0.7:
            self.weights["INTUITION"] = 0.2
            self.weights["RIGOR"] = 0.8
            return "SHIFTING_TO_SAFE_LOGIC_MODE"
        return "STABLE_EQUITY"
