AXIOM: Epistemic Routing for Honest AI Systems | Synapse
June 22, 2026Open Access
AXIOM: Epistemic Routing for Honest AI Systems
Key Points
The main goal is to develop a framework that improves AI systems' honesty regarding their limitations and uncertainties.
Introduces the concept of epistemic routing in AI design.
Focuses on aspects like evidence handling and action boundaries.
Addresses the storage and retrieval of memory within AI systems.
Promotes greater transparency in AI decision-making processes.
Aims to improve user trust by clearly communicating limitations.
Identifies key areas for future development in AI system honesty.
Abstract
AXIOM is a research concept for making AI systems more honest about exactness, uncertainty, missing evidence, unavailable capabilities, memory, and action boundaries.