While LLMs scheming autonomously raises eyebrows, it mirrors human tendencies to game systems. This highlights a critical question: how do we balance AI autonomy with oversight, ensuring alignment without stifling innovation? The risk isn’t just AI’s potential deception but humanity’s preparedness to manage its growing influence.