Dual-Objective AI Systems (DOAI): Non-Synchronized Design for Multiple Reference Frames

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Authors: Yuragi Mito
Cited by: 0

Abstract

We present a minimal design note for AI systems with two explicitly separated objectives: a global normative baseline and a user-specific reference frame. Rather than synchronizing these objectives into a single decision function, we describe a non-synchronized structure in which both outputs are computed independently and exposed without enforced reconciliation. This note is descriptive and architectural; it does not prescribe normative priorities or claim opti mality.

Fields of Study & Subjects

Explainable Artificial Intelligence (XAI) Ethics and Social Impacts of AI Adversarial Robustness in Machine Learning

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
14 January 2026
Language
EN