Supporting Human-AI Teams: Transparency, explainability, and situation awareness

MR Endsley - Computers in Human Behavior, 2023 - Elsevier
Abstract System autonomy and AI are being developed for a wide variety of applications
where they will likely work in tandem with people, forming human-AI teams (HAT). Situation …

Responsible use of AI in military systems: Prospects and challenges

JM Schraagen - Ergonomics, 2023 - Taylor & Francis
Artificial Intelligence (AI) holds great potential for the military domain but is also seen as
prone to data bias and lacking transparency and explainability. In order to advance the …

Ironies of artificial intelligence

MR Endsley - Ergonomics, 2023 - Taylor & Francis
Abstract Bainbridge's Ironies of Automation was a prescient description of automation
related challenges for human performance that have characterised much of the 40 years …

Transparent automated advice to mitigate the impact of variation in automation reliability

I Gegoff, M Tatasciore, V Bowden, J McCarley… - Human …, 2024 - journals.sagepub.com
Objective To examine the extent to which increased automation transparency can mitigate
the potential negative effects of low and high automation reliability on disuse and misuse of …

[HTML][HTML] Supporting human supervision in autonomous collision avoidance through agent transparency

K van de Merwe, S Mallam, S Nazir, Ø Engelhardtsen - Safety science, 2024 - Elsevier
Ongoing trends in society point towards the adoption of intelligent agents across safety
critical industries. In the maritime domain, artificially intelligent agents may soon be capable …

Agent transparency in mixed-initiative multi-UxV control: How should intelligent agent collaborators speak their minds?

RW Wohleber, K Stowers, M Barnes… - Computers in Human …, 2023 - Elsevier
Multiple unmanned system control is a complex command and control endeavor but pairing
human operators with an intelligent agent (IA) teammate can buttress the collection and …

[HTML][HTML] Knowledge mapping analysis of situational awareness and aviation: a bibliometric study

NM Lopes, M Aparicio, FT Neves - International Journal of Cognitive …, 2024 - Elsevier
This study was motivated by the observed growth and increased significance of situation
awareness (SA) in recent years. Despite its acknowledged importance, a notable gap exists …

Reliable and transparent in-vehicle agents lead to higher behavioral trust in conditionally automated driving systems

S Taylor, M Wang, M Jeon - Frontiers in Psychology, 2023 - frontiersin.org
Trust is critical for human-automation collaboration, especially under safety-critical tasks
such as driving. Providing explainable information on how the automation system reaches …

Navigators' views of a collision avoidance decision support system for maritime navigation

K Aylward, R Weber, M Lundh… - The Journal of …, 2022 - cambridge.org
Maritime navigation is a complex task involving the acquisition, analysis, and interpretation
of information using seamanship, professional knowledge, and technology. As the maritime …

[HTML][HTML] Can increased automation transparency mitigate the effects of time pressure on automation use?

M Tatasciore, S Loft - Applied Ergonomics, 2024 - Elsevier
A factor that can potentially negatively impact the accuracy of automated decision aid use,
and increase perceived workload, is time pressure. Increased automation transparency can …