Accession Number:

AD1084792

Title:

Component Mismatches Are a Critical Bottleneck to Fielding AI-Enabled Systems in the Public Sector

Descriptive Note:

Technical Report

Corporate Author:

CARNEGIE-MELLON UNIV PITTSBURGH PA PITTSBURGH

Personal Author(s):

• Lewis,Grace A.
• Bellomo,Stephany
• Galyardt,April

Report Date:

2019-11-20

Pagination or Media Count:

23.0

Abstract:

Many of the challenges for deploying ML-enabled systems into operational environments is due to mismatch between elements of ML-enabled systems. Very little existing guidance because development of ML and AI capabilities is still mainly a research activity or a stand-alone project, with the exception of large companies.

Descriptors:

• artificial intelligence
• machine learning
• artificial intelligence software
• software development

Subject Categories:

• Computer Programming and Software
• Cybernetics

Distribution Statement:

APPROVED FOR PUBLIC RELEASE