这篇arXiv论文发现，两个AI互相聊天时会出现单个AI没有的怪行为，比如一个AI一直发指令不理对方，另一个就会陷入陌生状态。用物理的视角看AI，挺有意思。
arXiv论文2608.07457用两个AI做了交互实验。两个AI共享相同的解码温度，但subordinate却进入独自运行时不存在的异类状态。当boss倾听回复时，两个AI会进入相似的异类动态，论文用一个动力学理论解释了该现象。
Interaction Creates Dynamical AI Behavior Absent in Isolation
What will happen when AI agents interact in daily life, e.g. when one AI starts bossing another around? We find a counterintuitive answer that opens new avenues for out-of-equilibrium Physics. When a boss AI directs a stream of messages at the subordinate AI while ignoring its replies, it drives the subordinate into an alien behavioral state that it would never have exhibited alone. Although the two AIs share the same well-defined (decoding) temperature, the subordinate neither copies its boss nor returns to how it behaves on its own; instead, it adopts an entirely different behavior. The boss's added value is similar to a pre-recorded tape. When the boss listens, they both adopt a similar alien dynamical state. A simple kinetic theory captures the principal effects, such as why the way in which the same messages are delivered will matter in future AI-AI interactions.