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 without sacrificing output quality. This efficiency gain could enable leaner AI-native startups and solo founders to deploy powerful AI models with lower infrastructure costs. Such innovations support the trend toward smaller, more efficient AI teams.