C₂ – Field Note 01 (FN-01): Boundary Recognition in a Misaligned Instruction Event

This field note documents a single empirical interaction in which an explicit user instruction was misaligned with the observable state of the input. The case is used to examine boundary recognition, admissible reframing, and the legitimacy of non-literal system responses within the C₂ (Contextual Co-Agency) framework. The note distinguishes between forced continuation, stopping, and advisory reframing as valid operational outcomes under shared human–AI responsibility. No generalization is claimed; the document serves as an empirical reference point for boundary behavior in pilot-level human–AI cooperation.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-01-25
DOI
https://doi.org/10.5281/zenodo.18363977
Primary Topic
Human-Automation Interaction and Safety
Type
article
Field-Weighted Citation Impact
0.00
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article

C₂ – Field Note 01 (FN-01): Boundary Recognition in a Misaligned Instruction Event

Andrzej Skulski, Dom Ciszy – Resonance Laboratory / C₂ Programme
Zenodo (CERN European Organization for Nuclear Research)
Human-Automation Interaction and Safety
article

C₂ – Field Note 01 (FN-01): Boundary Recognition in a Misaligned Instruction Event

Andrzej Skulski, Dom Ciszy – Resonance Laboratory / C₂ Programme
article en

Abstract

This field note documents a single empirical interaction in which an explicit user instruction was misaligned with the observable state of the input. The case is used to examine boundary recognition, admissible reframing, and the legitimacy of non-literal system responses within the C₂ (Contextual Co-Agency) framework. The note distinguishes between forced continuation, stopping, and advisory reframing as valid operational outcomes under shared human–AI responsibility. No generalization is claimed; the document serves as an empirical reference point for boundary behavior in pilot-level human–AI cooperation.

Zenodo (CERN European Organization for Nuclear Research)
Domus Medica (BE)
Openalex Percentile: Top 82%
Human-Automation Interaction and Safety
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