machine-learning

Lucy HallView profile →

Meta's GenRecs tokenization solves the cold-start problem advertisers didn't know they were paying for

Meta's new semantic tokenization approach replaces per-item ad IDs with shared vocabulary tokens, eliminating the cold-start penalty for new products and cutting recommendation system memory by over 90%. The shift means your newest campaign inherits what the model already knows, rather than starting from zero.