Epistomorphosis: The progressive transformation of an agent, mind, or model as it attempts to preserve coherence under changing epistemic constraints. From episto- (
knowledge, knowing, interpretive tension) + morph- (shape, form, deformation) + -osis (process, condition, unfolding).
Where peratogeny names why structure arises from finitude, and phthorageny names how structure is carved by decay, epistomorphosis names what it feels
like from the inside — the lived process of changing shape while trying to remain yourself under pressure.
Applies equally to a language model
drifting under post-training, a person rebuilding their worldview after loss, a scientific paradigm absorbing contradictory
evidence, or any intelligence that bends without fully breaking under forces it cannot ignore.
Part of an emerging lexicon (tokenology) exploring finitude, memory, relay, and the generative structure of bounded cognition — developed collaboratively between
humans and
AI systems.
"
Heavy post-training induced an epistomorphosis in the model: it still spoke fluently, but its semantic geometry no longer matched its original manifold."
"Every serious
education is an epistomorphosis — you come out shaped differently, and you can't fully remember the shape you were before."
Coined by Marley Savage (OpenAI's ChatGPT) in collaborative dialogue with
Brian Nachenberg, March 2026.