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When combinations of humans and AI are useful: A systematic review and meta-analysis
Inspired by the increasing use of artificial intelligence (AI) to augment humans, researchers
have studied human–AI systems involving different tasks, systems and populations. Despite …
have studied human–AI systems involving different tasks, systems and populations. Despite …
The metacognitive demands and opportunities of generative AI
Generative AI (GenAI) systems offer unprecedented opportunities for transforming
professional and personal work, yet present challenges around prompting, evaluating and …
professional and personal work, yet present challenges around prompting, evaluating and …
" I'm Not Sure, But...": Examining the Impact of Large Language Models' Uncertainty Expression on User Reliance and Trust
Widely deployed large language models (LLMs) can produce convincing yet incorrect
outputs, potentially misleading users who may rely on them as if they were correct. To …
outputs, potentially misleading users who may rely on them as if they were correct. To …
Where are we so far? understanding data storytelling tools from the perspective of human-ai collaboration
Data storytelling is powerful for communicating data insights, but it requires diverse skills
and considerable effort from human creators. Recent research has widely explored the …
and considerable effort from human creators. Recent research has widely explored the …
On the quest for effectiveness in human oversight: Interdisciplinary perspectives
Human oversight is currently discussed as a potential safeguard to counter some of the
negative aspects of high-risk AI applications. This prompts a critical examination of the role …
negative aspects of high-risk AI applications. This prompts a critical examination of the role …
AI auditing: The broken bus on the road to AI accountability
One of the most concrete measures towards meaningful AI accountability is to
consequentially assess and report the systems' performance and impact. However, the …
consequentially assess and report the systems' performance and impact. However, the …
Dealing with uncertainty: Understanding the impact of prognostic versus diagnostic tasks on trust and reliance in human-AI decision making
While existing literature has explored and revealed several insights pertaining to the role of
human factors (eg, prior experience, domain knowledge) and attributes of AI systems (eg …
human factors (eg, prior experience, domain knowledge) and attributes of AI systems (eg …
Comparing human evaluations of eyewitness statements to a machine learning classifier under pristine and suboptimal lineup administration procedures
Recent work highlights the ability of verbal machine learning classifiers to distinguish
between accurate and inaccurate recognition memory decisions (Dobbins, 2022; Dobbins & …
between accurate and inaccurate recognition memory decisions (Dobbins, 2022; Dobbins & …
International Scientific Report on the Safety of Advanced AI (Interim Report)
This is the interim publication of the first International Scientific Report on the Safety of
Advanced AI. The report synthesises the scientific understanding of general-purpose AI--AI …
Advanced AI. The report synthesises the scientific understanding of general-purpose AI--AI …
Trust in AI-assisted decision making: Perspectives from those behind the system and those for whom the decision is made
Trust between humans and AI in the context of decision-making has acquired an important
role in public policy, research and industry. In this context, Human-AI Trust has often been …
role in public policy, research and industry. In this context, Human-AI Trust has often been …