Yalancının mumu, yatsıya kadar yanar

A model's false output can survive multiple loop iterations if downstream agents treat it as authoritative. The "candle" burns through the night—through planning, tool calls, and report generation—until an external validation gate finally extinguishes it. The damage is proportional to how long the lie traveled. Validation must be proximal to generation.