Accession Number:

AD1155001

Title:

What is Really Different in Engineering AI-Enabled Systems?

Descriptive Note:

[Technical Report, Briefing Charts]

Corporate Author:

CARNEGIE-MELLON UNIV PITTSBURGH PA

Personal Author(s):

• Ozkaya, Ipek

Report Date:

2021-12-01

Pagination or Media Count:

39

Abstract:

Agenda. CMU and SEI Overview. National Agenda for Software Engineering. Foundational selected AI practices. Characterizing and detecting mismatch in ML-enabled systems. Software architecture for ML-enabled systems. Role of MLOps in continuous monitoring and evolution of ML-enabled systems. Misconceptions for AI systems. What can we do today

Descriptors:

• software development
• software design
• artificial intelligence
• technical debt
• engineering
• machine learning
• computer science
• data sets
• information processing
• training
• adaptive systems
• department of defense
• deployment
• information systems
• materials
• social sciences
• agile software development

Subject Categories:

• Computer Programming and Software
• Cybernetics

Distribution Statement:

[A, Approved For Public Release]