Evidential Deep Learning

goML
EDL helps AI models admit when they're uncertain about their predictions, making them more honest and trustworthy just like having a friend who's upfront about what they do and don't know for sure.
ChatGPT Definition (GPT-4o)
An approach where models estimate both predictions and their uncertainty using evidence-based reasoning, improving decision confidence and reliability in uncertain environments.
Gemini (2.0)
Deep learning models that can quantify their uncertainty in making predictions.
Claude (3.7)
Neural networks that quantify uncertainty by learning the parameters of probability distributions rather than point estimates.

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