>>mcphag+Cd
Language models repeatedly delivered practical, real-world economic value at every step of the way from at least n-grams on. (Remember the original 'unreasonable effectiveness of data'?) The applications were humble and weren't like "write all my code for me and then immanentize the eschaton", but they were real things like spelling error detection & correction, text compressors, voice transcription boosters, embeddings for information retrieval, recommenders, knowledge graph creation (ironically enough), machine translation services, etc. In contrast, Yuxi goes through the handful of described Cyc use-cases from their entire history, and it's not impressive.