Coupling with the Machine

Structural coupling is normally a mutual process: two living systems modify each other through recurrent interaction, producing coordinated drift over time. The coupling between a human builder and an AI system is structurally different. The builder is modified — her habits of attention shift, her expectations adjust, her neural pathways reorganize through repeated use. The machine is not modified in the corresponding sense: within a conversation it tracks context, but when the conversation ends the model's parameters are what they were. The coupling is real — the builder's behavior and the machine's outputs do become more coordinated over time — but the modification flows in one direction. The builder carries the interaction forward as structural change. The machine does not.