The accuracy of machine learned speech recognizers (Hinton et al., 2012) and speech synthesizers (van den Oord et al., 2016) are good enough to be deployed in real-world products and this progress has been driven by publicly available labeled datasets.
conspicuously absent from this list is equal progress in machine learned conversational natural language understanding (NLU) and generation (NLG).