Realizing the Benefits of Human-Machine Teaming for Safe Software Operations

被引：0
作者：
Maguire, Laura [1 ]
Nolan, Laura
机构：
[1] Ohio State Univ, Cognit Syst Engn Lab, Columbus, OH 43210 USA
来源：
IEEE SOFTWARE | 2025年 / 42卷 / 01期
关键词：
Human-machine systems; Software safety; Software reliability; AUTOMATION;
D O I：
10.1109/MS.2024.3480768
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
The introduction of Artifical Intelligence into software operations can have unintended consequences on software safety & reliability. Closer examination and realistic expectations of human and machine capabilities, along with thoughtful interaction design can produce safe, productive human-machine teams. © 2025 IEEE.
引用
收藏
页码：120 / 126
页数：7
相关论文
共 16 条
[1]  
ChessBase, 2005, CHESS NEWS 0622
[2]   GitHub Copilot AI pair programmer: Asset or Liability? [J].
Dakhel, Arghavan Moradi ;
Majdinasab, Vahid ;
Nikanjam, Amin ;
Khomh, Foutse ;
Desmarais, Michel C. ;
Jiang, Zhen Ming .
JOURNAL OF SYSTEMS AND SOFTWARE, 2023, 203
[3]  
De Cremer D., 2021, AI should augment human intelligence, not replace it
[4]   Ten challenges for making automation a "team player" in joint human-agent activity [J].
Klein, G ;
Woods, DD ;
Bradshaw, JM ;
Hoffman, RR ;
Feltovich, PJ .
IEEE INTELLIGENT SYSTEMS, 2004, 19 (06) :91-95
[5]  
Klein G., 2007, A Data-Frame Theory of Sensemaking, P118
[6]   Cognitive Skills in Software Engineering: Operating Complex, Adaptive Systems at Speed and Scale [J].
Maguire, Laura .
IEEE SOFTWARE, 2023, 40 (06) :130-134
[7]   Managing the Hidden Costs of Coordination [J].
Maguire, Laura M. D. .
COMMUNICATIONS OF THE ACM, 2020, 63 (04) :90-96
[8]   The impact of AI suggestions on radiologists' decisions: a pilot study of explainability and attitudinal priming interventions in mammography examination [J].
Mehrizi, Mohammad Rezazade H. ;
Mol, Ferdinand ;
Peter, Marcel ;
Ranschaert, Erik ;
Santos, Daniel Pinto Dos ;
Shahidi, Ramin ;
Fatehi, Mansoor ;
Dratsch, Thomas .
SCIENTIFIC REPORTS, 2023, 13 (01)
[9]  
Morey D. A., 2023, Doctoral dissertation
[10]   Evaluation of the clinical performance of an AI-based application for the automated analysis of chest X-rays [J].
Niehoff, Julius Henning ;
Kalaitzidis, Jana ;
Kroeger, Jan Robert ;
Schoenbeck, Denise ;
Borggrefe, Jan ;
Michael, Arwed Elias .
SCIENTIFIC REPORTS, 2023, 13 (01)
12