TL;DR: Google developed three AI compression algorithms-TurboQuant, PolarQuant, and Quantized Johnson-Lindenstrauss-that reduce large language models' KV cache memory by at least six times without ...
If Google’s AI researchers had a sense of humor, they would have called TurboQuant, the new, ultra-efficient AI memory compression algorithm announced Tuesday, “Pied Piper” — or, at least that’s what ...
Even if you don’t know much about the inner workings of generative AI models, you probably know they need a lot of memory. Hence, it is currently almost impossible to buy a measly stick of RAM without ...
TurboQuant compresses AI model vectors from 32 bits down to as few as 3 bits by mapping high-dimensional data onto an efficient quantized grid. (Image: Google Research) The AI industry loves a big ...
Enterprise AI applications that handle large documents or long-horizon tasks face a severe memory bottleneck. As the context grows longer, so does the KV cache, the area where the model’s working ...
Less than a week after the United States and Israel launched military strikes on Iran, the conflict has sharply expanded, roping in several Middle Eastern nations and prompting some European countries ...
Don't miss the big stories. Like us on Facebook. Nabsys and the Research Lab of Dr. Martin Taylor, Brown University, Present Data Using the OhmX™ Platform at AGBT 2026 EGM enables the direct detection ...
Researchers at Nvidia have developed a technique that can reduce the memory costs of large language model reasoning by up to eight times. Their technique, called dynamic memory sparsification (DMS), ...
Memory Single-channel DRAM is bad news for PC gaming but depending on what CPU you have, it's not actually as awful as you might think Processors China's upcoming all-CPU supercomputer plans to add an ...
If you thought 2026 was going to be the year PC building finally got easy again, AMD has some bad news. The company is heading into the new year facing a perfect storm of supply chain headaches and ...
The United States maintains an extensive military footprint in the Middle East, including a number of naval assets and permanent U.S. bases. Washington’s presence has allowed it to respond to regional ...