Neuroscience suggests consciousness arose from complex neural evolution, with the neocortex enabling novel, chaotic patterns. The interface hypothesis views it not as refined cognition but a new function reshaping thought—less necessity than byproduct. For AGI, this implies consciousness needs more than computation; it requires architectures that parallel or replace biology’s evolutionary pathways.