Label and training-data efficiency

Netflix's LLM ranker won 0.006 percent. The number that matters is 40x fewer labels.

GenRec beat a heavily tuned production recommender by 0.006 percent on 10 percent of traffic for four weeks. The online gain is trivial; the labeling economics are not.