Health and Human Services Secretary Robert F. Kennedy Jr.'s MAHA Report featured several seemingly fake studies and incorrect attributions.

AI chatbots have a tendency to overgeneralize and misrepresent findings when asked to summarize scientific research papers ...

Participants were surveyed on various elements of their lives, including career details, income, personality, and overall ...

However, challenges such as data bias, overgeneralization, and an absence of emotional cognition often lead to inaccurate or irrelevant responses in practical AI question-answering scenarios. This ...

To prevent the model from generalizing its generalization ability to those unknown defective samples, i.e., to avoid overgeneralization, we introduce a noise perturbation in the training so that the ...

AI developers, in turn, could build prompts into their LLMs that encourage more cautious language when summarizing research. Lastly, our study’s methodology can help benchmark LLMs’ overgeneralization ...