Liminal Protocols is a visual series exploring how artificial intelligence perceives and processes symbolic architectures – both inner and environmental. These six works are reminder that what seems stable is only well-rehearsed.

Recurring elements – moons, ruins, internal structures – act not as metaphors, but as perceptual triggers. A moon might become a mask. A fortress might offer shelter, or block the path.

This collaboration between artist and machine interrupts visual habit. It invites slowness. It suggests that artificial cognition may open routes of unlearning – beyond repetition, toward release.

Not story. Not memory. Just pattern.
Learning how to look back.They don’t try to explain.
They stay close to the edge of meaning.
Just enough to move something
that never had a name.