Under the Hood of Similarity: How doc2vec Actually Powers ServiceNow Matching
Open up the similarity model: doc2vec turns messy record text into vectors that match meaning, not keywords. Why matches degrade, and how to tune with the word corpus.
Open up the similarity model: doc2vec turns messy record text into vectors that match meaning, not keywords. Why matches degrade, and how to tune with the word corpus.
Two distinct AI engines, and reaching for the LLM when a cheap classifier would win is a design error. A real decision framework for Predictive Intelligence versus Now Assist.