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Trusting automation: Designing for responsivity and resilience
Objective This paper reviews recent articles related to human trust in automation to guide
research and design for increasingly capable automation in complex work environments …
research and design for increasingly capable automation in complex work environments …
[PDF][PDF] Overreliance on AI literature review
This report synthesizes~ 60 research papers about overreliance on AI. The papers originate
from a variety of disciplines, including Human-Computer Interaction (HCI); Human Factors; …
from a variety of disciplines, including Human-Computer Interaction (HCI); Human Factors; …
[PDF][PDF] Sparks of artificial general intelligence: Early experiments with gpt-4
Artificial intelligence (AI) researchers have been develo** and refining large language
models (LLMs) that exhibit remarkable capabilities across a variety of domains and tasks …
models (LLMs) that exhibit remarkable capabilities across a variety of domains and tasks …
Larger and more instructable language models become less reliable
The prevailing methods to make large language models more powerful and amenable have
been based on continuous scaling up (that is, increasing their size, data volume and …
been based on continuous scaling up (that is, increasing their size, data volume and …
Combining human expertise with artificial intelligence: Experimental evidence from radiology
ABSTRACT Full automation using Artificial Intelligence (AI) predictions may not be optimal if
humans can access contextual information. We study human-AI collaboration using an …
humans can access contextual information. We study human-AI collaboration using an …
Evaluating human-language model interaction
Many real-world applications of language models (LMs), such as writing assistance and
code autocomplete, involve human-LM interaction. However, most benchmarks are non …
code autocomplete, involve human-LM interaction. However, most benchmarks are non …
Experimental evidence of effective human–AI collaboration in medical decision-making
Artificial Intelligence (ai) systems are precious support for decision-making, with many
applications also in the medical domain. The interaction between mds and ai enjoys a …
applications also in the medical domain. The interaction between mds and ai enjoys a …
Does the whole exceed its parts? the effect of ai explanations on complementary team performance
Many researchers motivate explainable AI with studies showing that human-AI team
performance on decision-making tasks improves when the AI explains its recommendations …
performance on decision-making tasks improves when the AI explains its recommendations …
Who should i trust: Ai or myself? leveraging human and ai correctness likelihood to promote appropriate trust in ai-assisted decision-making
In AI-assisted decision-making, it is critical for human decision-makers to know when to trust
AI and when to trust themselves. However, prior studies calibrated human trust only based …
AI and when to trust themselves. However, prior studies calibrated human trust only based …
The state of human-centered NLP technology for fact-checking
Misinformation threatens modern society by promoting distrust in science, changing
narratives in public health, heightening social polarization, and disrupting democratic …
narratives in public health, heightening social polarization, and disrupting democratic …