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

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.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-01-14
DOI
https://doi.org/10.5281/zenodo.18238790
Primary Topic
Explainable Artificial Intelligence (XAI)
Type
article
Field-Weighted Citation Impact
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article

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

Yuragi Mito
Zenodo (CERN European Organization for Nuclear Research)
Explainable Artificial Intelligence (XAI)
article

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

Yuragi Mito
article en

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.

Zenodo (CERN European Organization for Nuclear Research)
Barts Health NHS Trust (GB)
Peace, Justice and strong institutions
Openalex Percentile: Top 88%
Explainable Artificial Intelligence (XAI)
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Dual-Objective AI Systems (DOAI): Non-Synchronized Design for Multiple Reference Frames — Yuragi Mito · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS