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Human-AI collaboration: the effect of AI delegation on human task performance and task satisfaction
Recent work has proposed artificial intelligence (AI) models that can learn to decide whether
to make a prediction for an instance of a task or to delegate it to a human by considering …
to make a prediction for an instance of a task or to delegate it to a human by considering …
Learning to defer to a population: A meta-learning approach
The learning to defer (L2D) framework allows autonomous systems to be safe and robust by
allocating difficult decisions to a human expert. All existing work on L2D assumes that each …
allocating difficult decisions to a human expert. All existing work on L2D assumes that each …
Alert Prioritisation in Security Operations Centres: A Systematic Survey on Criteria and Methods
Security Operations Centres (SOCs) are specialised facilities where security analysts
leverage advanced technologies to monitor, detect and respond to cyber incidents …
leverage advanced technologies to monitor, detect and respond to cyber incidents …
Artificial intelligence, scientific discovery, and product innovation
A Toner-Rodgers - ar** the future landscape of …
Towards Understanding AI Delegation: The Role of Self-Efficacy and Visual Processing Ability
Recent work has proposed AI models that can learn to decide whether to make a prediction
for a task instance or to delegate it to a human by considering both parties' capabilities. In …
for a task instance or to delegate it to a human by considering both parties' capabilities. In …