aiqbench analysis

Yandex's Sona demonstrates a significant shift toward end-to-end generative models that consolidate candidate generation and ranking into a single transformer, eliminating the need for hand-engineered features. This architecture achieved an 11.42% increase in user engagement on Yandex Music, validating the potential of unified generative recommenders to outperform traditional multi-stage cascades.