Context compression finally works in production: new research cuts LLM input 16x without the accuracy hit

LCLMs compress LLM context before decode — 8.8x faster at 16x compression, beating every KV cache method tested. Open-sourced by NYU and Columbia.
Nature

Video Compression Algorithms and Memory Efficiency

Video compression has become an essential technology to meet the burgeoning demand for high‐resolution content while maintaining manageable file sizes and transmission speeds. Recent advances in ...

Tether Brings AI Memory Compression To Consumer Devices

Tether’s TurboQuant enables useful and powerful local AI applications on consumer devices at much lower costs and without ...
Hosted on MSN

Windows 11's memory compression is often overlooked, but you might want to enable it

Windows 11 has a habit of doing things quietly in the background and then getting blamed for them later. Memory compression is one of those features. It sounds like a gimmick and immediately gets ...
CNBC

A Google AI breakthrough is pressuring memory chip stocks from Samsung to Micron

Google said this week that its research on a new compression method could reduce the amount of memory required to run large language models by six times. SK Hynix, Samsung and Micron shares fell as ...
Forbes

Marvell Delivers On CXL’s Promise Of Efficient, Scalable Data Centers

Marvell wants the world to know that CXL is ready. Two years ago, the Compute Express Link was hailed as the future of data center hardware. It promised to revolutionize server architectures by ...