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Google unveils TurboQuant, a new AI memory compression algorithm — and yes, the internet is calling it ‘Pied Piper’

By TechCrunch · 2026-03-25
Google unveils TurboQuant, a new AI memory compression algorithm — and yes, the internet is calling it ‘Pied Piper’
Why it matters: TurboQuant could revolutionize AI efficiency, making powerful LLMs more accessible and scalable.
Google Research has unveiled TurboQuant, a groundbreaking AI memory compression algorithm that promises to shrink large language models' working memory by up to 6x without sacrificing accuracy, drawing immediate comparisons to the fictional Pied Piper from "Silicon Valley." While currently a lab experiment, this quantization algorithm is designed to enable massive compression for LLMs and vector search engines, sparking significant industry interest.

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