CDIP v1.1 — T5-HODGE Adapter Patch A Computable Hodge-Projection Interface for AUX Signals (Non-Evidentiary)

Read full text
Authors: Jian Lin
Cited by: 0

Abstract

We introduce a non-evidentiary T5 adapter, T5-HODGE, that maps human-like auxiliary signals (creativity, exploration, intuition, affect, calibration) into a computably audited differential- form representation and then decomposes them via a Hodge-type orthogonal projection. This patch is designed to integrate with the CDIP v1.1 in-core T5 route under P18-revA conservative extension: it produces AUX artifacts and policy outputs only, never satisfying any core obligationOcore and never altering the projected core decision. The adapter is gated by PRED-COMP (computable predicate enforcement), ProvValid (hash-bound provenance), DET (deterministic replay via DET-E2), and TERM (audit-total budgets). Failures map to explicit reason codes under earliest-failure discipline.

Fields of Study & Subjects

Artificial Intelligence Applications Ethics and Social Impacts of AI Diverse Interdisciplinary Research Studies

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
30 January 2026
Document type
Preprint