A small error-correction signal keeps compressed vectors accurate, enabling broader, more precise AI retrieval.

Authentication Failures (A07) show the largest gap in the dataset: a 48-percentage-point difference between leaders and the field. Leaders fix at nearly 60%, while the field sits at roughly 12%.

Abstract: The longest match strategy in LZ77, a major bottleneck in the compression process, is accelerated in enhanced algorithms such as LZ4 and ZSTD by using a hash table. However, it may results ...

Google researchers have proposed TurboQuant, a method for compressing the key-value caches that large language models rely on ...

Google thinks it's found the answer, and it doesn't require more or better hardware. Originally detailed in an April 2025 ...