Appropriate reliance on AI advice: Conceptualization and the effect of explanations

M Schemmer, N Kuehl, C Benz, A Bartos… - Proceedings of the 28th …, 2023‏ - dl.acm.org
AI advice is becoming increasingly popular, eg, in investment and medical treatment
decisions. As this advice is typically imperfect, decision-makers have to exert discretion as to …

[PDF][PDF] Commentary on Artificial intelligence and graduate employability: What should we teach Generation AI?

R Damaševičius - Journal of Applied Learning and Teaching, 2024‏ - journals.sfu.ca
This commentаry explores the criticаl role of аrtificiаl intelligence (AI) in shа** grаduаte
employаbility аnd the subsequent need for curriculum reforms аimed аt Generаtion AI. An …

The application of AI in digital HRM–an experiment on human decision-making in personnel selection

CD Malin, J Fleiß, I Seeber, B Kubicek… - Business Process …, 2024‏ - emerald.com
Purpose How to embed artificial intelligence (AI) in human resource management (HRM) is
one of the core challenges of digital HRM. Despite regulations demanding humans in the …

On the interdependence of reliance behavior and accuracy in AI-assisted decision-making

J Schoeffer, J Jakubik, M Voessing… - HHAI 2023 …, 2023‏ - ebooks.iospress.nl
In AI-assisted decision-making, a central promise of putting a human in the loop is that they
should be able to complement the AI system by adhering to its correct and overriding its …

Emerging Reliance Behaviors in Human-AI Text Generation: Hallucinations, Data Quality Assessment, and Cognitive Forcing Functions

Z Ashktorab, Q Pan, W Geyer, M Desmond… - arxiv preprint arxiv …, 2024‏ - arxiv.org
In this paper, we investigate the impact of hallucinations and cognitive forcing functions in
human-AI collaborative text generation tasks, focusing on the use of Large Language …

AI reliance and decision quality: fundamentals, interdependence, and the effects of interventions

J Schoeffer, J Jakubik, M Vössing, N Kühl… - Journal of Artificial …, 2025‏ - jair.org
In AI-assisted decision-making, a central promise of having a human-in-the-loop is that they
should be able to complement the AI system by overriding its wrong recommendations. In …

[PDF][PDF] Decision-Making with Machine Prediction: Evidence from Predictive Maintenance in Trucking

A Harris, M Yellen - en. In:(Jan. 2024), 2024‏ - adamharris380.github.io
In this paper, we study how professional human decision-makers use predictive artificial
intelligence (AI). Using a rich decision-level data set from the maintenance of heavy-duty …

A Survey of AI Reliance

S Eckhardt, N Kühl, M Dolata, G Schwabe - arxiv preprint arxiv …, 2024‏ - arxiv.org
Artificial intelligence (AI) systems have become an indispensable component of modern
technology. However, research on human behavioral responses is lagging behind, ie, the …

Human-AI collaboration is not very collaborative yet: A taxonomy of interaction patterns in AI-assisted decision making from a systematic review

C Gomez, SM Cho, S Ke, CM Huang… - Frontiers in Computer …, 2025‏ - frontiersin.org
Leveraging Artificial Intelligence (AI) in decision support systems has disproportionately
focused on technological advancements, often overlooking the alignment between …

Modern Scientific and Technological discoveries: a new era of possibilities

MK Bhimwal, RK Mishra - Contemporary Advances in Science & …, 2023‏ - books.google.com
Modern scientific and technological discoveries have ushered in a new era of innovation
and transformation in a variety of human endeavors. These rapid improvements are …