The occupational impact of artificial intelligence: Labor, skills, and polarization

EW Felten, M Raj, R Seamans - NYU Stern School of Business, 2019 - papers.ssrn.com
abilities required in each occupation. We consider “labor” as the bundle of skills and abilities
that are used within a specific occupation … impact the abilities that each occupation requires. …

Measuring the occupational impact of AI: tasks, cognitive abilities and AI benchmarks

S Tolan, A Pesole, F Martínez-Plumed… - … of Artificial Intelligence …, 2021 - jair.org
Artificial Intelligence (AI) on occupations. This framework maps 59 generic tasks from worker
surveys and an occupational database to 14 cognitive abilities … The use of cognitive abilities

A method to link advances in artificial intelligence to occupational abilities

EW Felten, M Raj, R Seamans - AEA Papers and Proceedings, 2018 - aeaweb.org
… by weighting the effect of AI technology on each ability by the ability’s prevalence and …
across all abilities at the occupation-level to create an effect score for each occupation. While the …

Occupational, industry, and geographic exposure to artificial intelligence: A novel dataset and its potential uses

E Felten, M Raj, R Seamans - Strategic Management Journal, 2021 - Wiley Online Library
… We build our measures by linking common AI applications to occupational abilities using a
… AI applications to occupational abilities in Appendix D and the standardized ability-level AI …

The effect of artificial intelligence on human labor: An ability-based approach

E Felten, M Raj, RC Seamans - Academy of Management …, 2019 - journals.aom.org
… We believe the role of specific skills and abilities used in occupations are an important
piece to the puzzle. While our results provide broad evidence that AI may largely complement …

Economics of chatgpt: A labor market view on the occupational impact of artificial intelligence

A Zarifhonarvar - Journal of Electronic Business & Digital Economics, 2024 - emerald.com
… The framework maps 59 generic tasks from worker surveys to 14 cognitive abilities … to
occupational databases shows which abilities are most likely affected by AI and ranks occupations

Artificial intelligence and employment: new cross-country evidence

A Georgieff, R Hyee - Frontiers in artificial intelligence, 2022 - frontiersin.org
… advances in artificial intelligence (AI) … AI occupational impact measure developed by Felten,
Raj and Seamans—an indicator measuring the degree to which occupations rely on abilities

Assessing AI capabilities on occupational tests

M Kalamova - 2023 - oecd-ilibrary.org
… of artificial intelligence (AI) in complex occupational tasks … abilities), occupational task
evaluations provide meaningful insights into real-world scenarios and practical occupational

Artificial intelligence and jobs: Evidence from online vacancies

D Acemoglu, D Autor, J Hazell… - Journal of Labor …, 2022 - journals.uchicago.edu
… We study the impact of artificial intelligence (AI) on labor … ability scores, where weights
are equal to the O*NET-reported prevalence and importance of each ability in the occupation

The impact of artificial intelligence on skills at work in Denmark

JR Holm, E Lorenz - New Technology, Work and Employment, 2022 - Wiley Online Library
abilities required for detailed occupations provided in the O*NET or its precursor the US
Dictionary of Occupational … -term patterns of change in occupational shares in the labour market. …