CAPA: A Multiplicative Framework for Human Performance in the AI Age
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| Natura: | Recurso digital |
| Lingua: | inglese |
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Zenodo
2026
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| _version_ | 1866901113124421632 |
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| author | Sharma, Anil Kumar |
| author_facet | Sharma, Anil Kumar |
| contents | We present CAPA (Curiosity × Attitude × Passion × Aptitude), a multiplicative framework for predicting human performance in AI-enabled roles. The framework emerges from AACP (2023) and is transformed into a predictive instrument for the age in which AI removes the Aptitude gate from most professional roles. The central claim: human performance in AI-enabled contexts is multiplicative, not additive. One zero in the four-element chain collapses the entire product. |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_19335544 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | CAPA: A Multiplicative Framework for Human Performance in the AI Age Sharma, Anil Kumar human performance AI age multiplicative framework workforce assessment curiosity attitude passion aptitude CAPA We present CAPA (Curiosity × Attitude × Passion × Aptitude), a multiplicative framework for predicting human performance in AI-enabled roles. The framework emerges from AACP (2023) and is transformed into a predictive instrument for the age in which AI removes the Aptitude gate from most professional roles. The central claim: human performance in AI-enabled contexts is multiplicative, not additive. One zero in the four-element chain collapses the entire product. |
| title | CAPA: A Multiplicative Framework for Human Performance in the AI Age |
| topic | human performance AI age multiplicative framework workforce assessment curiosity attitude passion aptitude CAPA |
| url | https://doi.org/10.5281/zenodo.19335544 |