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All SourcesarXiv
#ECE

WorldVQA: Measuring Atomic World Knowledge in Multimodal Large Language Models

Intermediate
Runjie Zhou, Youbo Shao et al.Jan 28arXiv

WorldVQA is a new test that checks if multimodal AI models can correctly name what they see in pictures without doing extra reasoning.

#WorldVQA#atomic visual knowledge#multimodal large language models

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Agentic Uncertainty Quantification

Intermediate
Jiaxin Zhang, Prafulla Kumar Choubey et al.Jan 22arXiv

Long AI tasks can go wrong early and keep getting worse, like a snowball of mistakes called the Spiral of Hallucination.

#Agentic Uncertainty Quantification#Spiral of Hallucination#Dual-Process Architecture

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