Google’s TurboQuant cuts AI memory use by 6x without quality loss

Google announced TurboQuant, a new AI compression algorithm that reduces large language model memory usage by six times while maintaining output quality. This efficiency gain can help AI-native startups and solo founders build more cost-effective and scalable AI products. Improved resource efficiency supports lean AI business models with smaller teams.