Human attention is not an infinite resource.
Interfaces consume cognition, emotional bandwidth, memory space, and nervous system energy.
ĀML treats this consumption as an ethical concern.
Traditional systems render elements because they technically can.
ĀML introduces a different requirement:
render_allowed = restoration_value >= attention_cost