Google unveils TurboQuant, a new AI memory compression algorithm — and yes, the internet is calling it ‘Pied Piper’
TechCrunch / 3/26/2026
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Key Points
- Google has introduced TurboQuant, an AI memory compression algorithm aimed at reducing the size of models’ “working memory.”
- The approach is reported to compress working memory by up to 6x, potentially lowering compute and memory pressure during AI inference or training workflows.
- Despite the performance promise, TurboQuant is currently described as a lab experiment rather than a production-ready technology.
- The release has sparked “Pied Piper” internet jokes, reflecting broader public attention to AI efficiency breakthroughs.
Google’s TurboQuant has the internet joking about Pied Piper from HBO's "Silicon Valley." The compression algorithm promises to shrink AI’s “working memory” by up to 6x, but it’s still just a lab experiment for now.
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