PART 3 - THE THIRD AXIS CHAPTER 15: DEPLOY NOW, PRAY LATER Can We Automate Uncertainty?

"Reducing confident hallucinations requires distinguishing correct answers, incorrect answers and appropriate abstentions."

The researchers distinguish accuracy, error rates and abstention as separate dimensions of model behaviour. This provides a foundation for the manuscript's argument that a system's willingness to answer should not be confused with its reliability.

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