It was a painful process and customers are not happy, and I overlooked the significance of OpenAI's papers on GPT and Google's paper on emerging ability out of sheer ignorance and stupidity. We built dedicated models for each tasks, we spent millions on labeled data and annotation teams in general, we worked with customers closely to address their specific issues. I used to tap into building NLP applications for enterprise customers: NERs, relation extractions, multi-round dialogs, information retrieval, and etc. As for the comments about people's wild dreams, I truly mean it. ![]() ![]() I don't deny that it can be hyperbolic to many people.
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