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