HACF — Human–AI Capability Framework

An open, vendor-neutral framework for measuring and developing human capability to create value with artificial intelligence safely. Six levels defined by the person's relationship to AI (L0 Unaware to L5 Leader), five independently scored dimensions (Knowledge, Application, Creation, Judgment, Responsibility), gate-based level assignment, evidence-weighted scoring, enterprise metrics and a three-layer versioning model designed for long-term validity.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-10
DOI
https://doi.org/10.5281/zenodo.24108829
Primary Topic
AI and HR Technologies
Type
article
Field-Weighted Citation Impact
0.00
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article

HACF — Human–AI Capability Framework

Ruslan Omarov
Zenodo (CERN European Organization for Nuclear Research)
AI and HR Technologies
article

HACF — Human–AI Capability Framework

Ruslan Omarov
article en

Abstract

An open, vendor-neutral framework for measuring and developing human capability to create value with artificial intelligence safely. Six levels defined by the person's relationship to AI (L0 Unaware to L5 Leader), five independently scored dimensions (Knowledge, Application, Creation, Judgment, Responsibility), gate-based level assignment, evidence-weighted scoring, enterprise metrics and a three-layer versioning model designed for long-term validity.

Zenodo (CERN European Organization for Nuclear Research)
AI and HR Technologies
DOIOpen Access PDFOpenAlex
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HACF — Human–AI Capability Framework — Ruslan Omarov · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS