I Spent Twenty Years Becoming Good at the Wrong Game

The author earned Russia’s two highest research degrees, the Candidate and Doctor of Sciences, but realized after two decades that their work—laden with ever-more abstract theoretical layers and unverifiable claims—lacked clear methodology and external relevance. In 2024 they abandoned their dissertation, deleted research notes, and began studying computational linguistics and natural language processing as a complete beginner.