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

The Wire·March 27, 2026

Google has introduced TurboQuant, a new AI-compression algorithm that reduces the memory usage of large language models (LLMs) by six times without sacrificing output quality. This advancement makes AI models more efficient and could enable leaner AI-native companies to deploy powerful models with smaller teams and lower infrastructure costs.