Audit manager competency models for AI exposure: task scores vs 20% cutoff

Use a 20% mean AI-exposure cutoff as a two-rater task-review trigger, not a certification score, and flag audit-manager tasks for revision rather than pass/fail Independent technical note mirroring the canonical version: https://lpi.academy/blog/audit-manager-competency-models-for-ai-exposure-task-scores-vs-20-cutoff.php

Authors

Sofia Almeida (ORCID: https://orcid.org/0000-0003-4561-6776)

Publication Details

Journal: Zenodo (CERN European Organization for Nuclear Research)
Published: 2026-11-06
DOI: https://doi.org/10.5281/zenodo.24020121
Primary Topic: Competency Development and Evaluation
Type: preprint

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preprint

Audit manager competency models for AI exposure: task scores vs 20% cutoff

Sofia Almeida

Nov 6, 2026

3 links

Zenodo (CERN European Organization for Nuclear Research)

Competency Development and Evaluation

preprint

Audit manager competency models for AI exposure: task scores vs 20% cutoff

Sofia Almeida

November 6, 2026preprint en

Abstract

Zenodo (CERN European Organization for Nuclear Research)

Competency Development and Evaluation

DOI Open Access PDF OpenAlex

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Audit manager competency models for AI exposure: task scores vs 20% cutoff — Sofia Almeida · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS