Towards hybrid human‐AI learning technologies

I Molenaar - European Journal of Education, 2022 - Wiley Online Library
Education is a unique area for application of artificial intelligence (AI). In this article, the
augmentation perspective and the concept of hybrid intelligence are introduced to frame our …

Reflection machines: Supporting effective human oversight over medical decision support systems

P Haselager, H Schraffenberger, S Thill… - … of Healthcare Ethics, 2024 - cambridge.org
Human decisions are increasingly supported by decision support systems (DSS). Humans
are required to remain “on the loop,” by monitoring and approving/rejecting machine …

“Hey Genie, You Got Me Thinking about My Menu Choices!” Impact of Proactive Feedback on User Perception and Reflection in Decision-making Tasks

M Dubiel, LA Leiva, K Bongard-Blanchy… - ACM Transactions on …, 2024 - dl.acm.org
Conversational agents (CAs) that deliver proactive interventions can benefit users by
reducing their cognitive workload and improving performance. However, little is known …

[HTML][HTML] Never tell me the odds: Investigating pro-hoc explanations in medical decision making

F Cabitza, C Natali, L Famiglini, A Campagner… - Artificial Intelligence in …, 2024 - Elsevier
This paper examines a kind of explainable AI, centered around what we term pro-hoc
explanations, that is a form of support that consists of offering alternative explanations (one …

Let me think! Investigating the effect of explanations feeding doubts about the ai advice

F Cabitza, A Campagner, L Famiglini, C Natali… - … -Domain Conference for …, 2023 - Springer
Abstract Augmented Intelligence (AuI) refers to the use of artificial intelligence (AI) to amplify
certain cognitive tasks performed by human decision-makers. However, there are concerns …

Open, multiple, adjunct. Decision support at the time of relational AI

F Cabitza, C Natali - HHAI2022: Augmenting Human Intellect, 2022 - ebooks.iospress.nl
In this paper, we consider some key characteristics that AI should exhibit to enable hybrid
agencies that include subject-matter experts and their AI-enabled decision aids. We will hint …

Second opinion machine learning for fast-track pathway assignment in hip and knee replacement surgery: the use of patient-reported outcome measures

A Campagner, F Milella, G Banfi, F Cabitza - BMC Medical Informatics and …, 2024 - Springer
Background The frequency of hip and knee arthroplasty surgeries has been rising steadily in
recent decades. This trend is attributed to an aging population, leading to increased …

[PDF][PDF] From angels to artificial agents? AI as a mirror for human (im) perfection

WFG Haselager - 2024 - repository.ubn.ru.nl
Artificial intelligence (AI) systems paradoxically combine high levels of certain types of
intelligence and cognitive capacities (pattern recognition, reasoning, learning, memory …

Reflection machines and the proximity scale of reasons: addressing accountability asymmetry

P Haselager, G Mecacci - … on Meaningful Human Control of Artificial …, 2024 - elgaronline.com
As so often, in the attempt to solve old problems, the application of technology can create
new ones. Moreover, society's eager adoption of technology can contribute to relatively late …

The “Trolley Problem” in Fully Automated AI-Driven Media: A Challenge Beyond Autonomous Driving

J Wang, B Ye - Journal of Media Ethics, 2024 - Taylor & Francis
The rapid progress of artificial intelligence (AI) has resulted in its integration into various
stages of the media process, including information gathering, processing, and distribution …