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

The Wire·March 31, 2026

Google unveiled TurboQuant, a new AI compression algorithm that reduces large language model memory usage by six times without sacrificing output quality. This innovation enables more efficient AI deployments, benefiting lean AI companies and solo founders by lowering infrastructure costs and improving performance. TurboQuant represents a significant step toward more resource-efficient AI models in the post-employee economy.