An occupational taxonomic approach to assessing AI capabilities

This chapter proposes an approach for comparing capabilities of human and artificial intelligence (AI) based on comprehensive occupational taxonomies. After a summary of general methodological recommendations, it describes four major steps of the proposed approach. As the first step, it discusses th...

Full description

Saved in:
Bibliographic Details
Main Authors: Dorsey, David, Oppler, Scott
Format: Book Chapter
Language:English
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:This chapter proposes an approach for comparing capabilities of human and artificial intelligence (AI) based on comprehensive occupational taxonomies. After a summary of general methodological recommendations, it describes four major steps of the proposed approach. As the first step, it discusses the identification of an occupational taxonomy and its requirements. Second, it proposes a strategy for sampling occupations from the taxonomy. Third, it provides guidance on collecting expert judgement on AI capabilities with regard to the selected occupations. Fourth, it considers the implications of data analysis from expert interviews.
ISSN:2076-9660
2076-9679
DOI:10.1787/2c1d8961-en