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.
Newswire

Hikvision brings AI to video compression with Guanlan Encoding, cutting storage costs by up to 50%

HANGZHOU, China, May 21, 2026 /CNW/ -- Hikvision has announced the launch of Guanlan Encoding, an AI-powered video compression technology that delivers 30%–50% average storage savings without ...
Morningstar

Hikvision brings AI to video compression with Guanlan Encoding, cutting storage costs by up to 50%

HANGZHOU, China, May 21, 2026 /PRNewswire/ -- Hikvision has announced the launch of Guanlan Encoding, an AI-powered video compression technology that delivers 30%–50% average storage savings without ...
GitHub

EOQ_GGUF_SPEC.md

EOQ (Entropy-Optimal Quantization) is a transport compression layer for GGUF model files. It is not a new quantization type. EOQ applies lossless rANS entropy coding on top of existing GGML ...
Purdue University

Master of Science in Data Science

Purdue University's online Master's in Data Science will mold the next generation of data science experts and data engineers to help meet unprecedented industry demand for skilled employees. The ...
Mashable

Google AI breakthrough shows why we don't need more data centers

We have seen the future of AI via Large Language Models. And it's smaller than you think. That much was clear in 2025, when we first saw China's DeepSeek — a slimmer, lighter LLM that required way ...
Live Science

Microsoft can now store data for 10,000 years on everyday glass thanks to laser breakthrough

Breakthrough improvements to Microsoft's glass-based data-storage technology mean ordinary glassware, such as that used in cookware and oven doors, can store terabytes of data, with the information ...