Black-Box Model
An AI system whose internal decision-making mechanisms are invisible or difficult to explain to users. Represented by deep learning models, its predictions are difficult for humans to intuitively understand, which can lead to misuse in scientific research.
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A black-box model refers to an AI system whose internal decision-making mechanism is invisible or hard to explain to users, with deep learning models being a typical example.
In scientific research, if researchers cannot explain why a black-box model made a certain prediction, they cannot judge whether that prediction is based on a reasonable mechanism or fits a spurious correlation.
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A black-box model refers to an AI system whose internal decision-making mechanism is invisible or hard to explain to users, with deep learning models being a typical example.
50%UnverifiedIn scientific research, if researchers cannot explain why a black-box model made a certain prediction, they cannot judge whether that prediction is based on a reasonable mechanism or fits a spurious correlation.
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