The Interview as a Truth Mining Exercise

The Interview as a Truth Mining Exercise reframes interviewing across criminal justice, clinical diagnosis, intelligence gathering, and historical inquiry as an epistemic process rather than a communicative one. The paper argues that interviews succeed or fail based on the internal operator configuration of the interviewee — the moment‑to‑moment arrangement of restriction, activation, suppression, and collapse. These four cognitive‑epistemic primitives determine whether a person’s actual memories, beliefs, and knowledge become accessible as testimony or remain blocked, distorted, or disconnected from truth. Drawing on operator theory, the paper shows how misaligned operator configurations lead to false confessions, misdiagnoses, unusable intelligence, and distorted historical records. It introduces collapse profiles, explains the epistemic role of the interviewer, and proposes operator‑aligned protocols designed to widen restriction, increase activation, reduce suppression, and prevent collapse. The work positions interviewing as a moral practice: truth is not a property of the speaker but of the operator configuration, and protecting that configuration is the interviewer’s ethical responsibility.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-18
DOI
https://doi.org/10.5281/zenodo.21998422
Primary Topic
Deception detection and forensic psychology
Type
preprint
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preprint

The Interview as a Truth Mining Exercise

Denis Bailey
Zenodo (CERN European Organization for Nuclear Research)
Deception detection and forensic psychology
preprint

The Interview as a Truth Mining Exercise

Denis Bailey
preprint en

Abstract

The Interview as a Truth Mining Exercise reframes interviewing across criminal justice, clinical diagnosis, intelligence gathering, and historical inquiry as an epistemic process rather than a communicative one. The paper argues that interviews succeed or fail based on the internal operator configuration of the interviewee — the moment‑to‑moment arrangement of restriction, activation, suppression, and collapse. These four cognitive‑epistemic primitives determine whether a person’s actual memories, beliefs, and knowledge become accessible as testimony or remain blocked, distorted, or disconnected from truth. Drawing on operator theory, the paper shows how misaligned operator configurations lead to false confessions, misdiagnoses, unusable intelligence, and distorted historical records. It introduces collapse profiles, explains the epistemic role of the interviewer, and proposes operator‑aligned protocols designed to widen restriction, increase activation, reduce suppression, and prevent collapse. The work positions interviewing as a moral practice: truth is not a property of the speaker but of the operator configuration, and protecting that configuration is the interviewer’s ethical responsibility.

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Deception detection and forensic psychology
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The Interview as a Truth Mining Exercise — Denis Bailey · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS