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Inconsistent outputs As a result of variational or probabilistic nature of gen AI versions, precisely the same inputs may lead to slightly or significantly distinctive outputs. This may be unwanted in specific apps, such as customer support chatbots, in which steady outputs are expected or sought after.Variational autoencoders (VAEs) An autoencoder