The Trust Dial

The Trust Dial is a concept proposal for a user-facing control system that would allow people to set priorities for AI responses, including verification strictness, permission to make inferences, when clarification is required, evidence standards, response pace, and whether evidence should come before reassurance. The proposal addresses the risk that unsupported assumptions may be presented as facts during consequential tasks. It describes a Strict Verification Mode in which important claims would be labeled as verified, user-reported, inferred, or unknown. This document presents the concept and its potential applications; it does not claim that the system has been implemented or scientifically validated.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-25
DOI
https://doi.org/10.5281/zenodo.22968516
Primary Topic
Explainable Artificial Intelligence (XAI)
Type
article
Field-Weighted Citation Impact
0.00
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article

The Trust Dial

Linda Thull
Zenodo (CERN European Organization for Nuclear Research)
Explainable Artificial Intelligence (XAI)
article

The Trust Dial

Linda Thull
article en

Abstract

The Trust Dial is a concept proposal for a user-facing control system that would allow people to set priorities for AI responses, including verification strictness, permission to make inferences, when clarification is required, evidence standards, response pace, and whether evidence should come before reassurance. The proposal addresses the risk that unsupported assumptions may be presented as facts during consequential tasks. It describes a Strict Verification Mode in which important claims would be labeled as verified, user-reported, inferred, or unknown. This document presents the concept and its potential applications; it does not claim that the system has been implemented or scientifically validated.

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Openalex Percentile: Top 9%
Explainable Artificial Intelligence (XAI)
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The Trust Dial — Linda Thull · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS