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Why reliable AI requires a paradigm shift
- apiad 3y agoThe central thesis of this article is that although hallucinations can be reduced or mitigated with a variety of practical approaches, the core issue is a fundamental flaw in the assumptions about the nature of language and truth that are intrinsic to the prevalent language modeling paradigms used today. If this thesis is correct, we won't be able to solve AI hallucinations entirely with incremental improvements to current tech; we will need a new machine learning paradigm altogether.