The Endless is a speculative sensory enthnography film that roams through a visual thought pattern across both humans and artificial intelligence. It excavates the visual artifacts of interpolation - the act of neural nets filling in missing visual information with environmental data. Produced from a series of experiments with AI neural networks and gender recognition bias from 2018-2022, The Endless is a recursive loop between humans interpreting AI-generated images and vice versa. The result is a digital sensory journey through an alien culture in a phantasmagoric landscape.