The Geometry of What Maps Forget
Year: 2026
Type: preprint
Abstract: We prove that whenever a comparison map fails to be injective, the resulting residual is not vague leftover structure but a precise geometric object: a kernel decomposed fiberwise, with exact resolution cost, monotone refinement behavior, and functorial invariants. We then show that this residual geometry is universal: every comparison map carries it, and adequacy determines when it is trivial. The theorems are machine-checked in Lean 4 as part of the Reflexive Architecture (Strata) program. Summit 2 focuses on the universal fiber architecture for non-injective comparison and what maps structurally forget.
Author: Spivack, Nova
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W7166329050
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