Recent SQL Server 2025, Azure SQL, SSMS 22 and Fabric announcements highlight new event streaming and vector search capabilities, plus expanding monitoring and ontology tooling -- with tradeoffs in ...

“By shrinking memory usage and data movement, TurboQuant significantly improves inference efficiency,” Morgan Stanley analysts including Tiffany Yeh wrote in a note. “Yet it does not reduce demand for ...

The big picture: Google has developed three AI compression algorithms – TurboQuant, PolarQuant, and Quantized Johnson-Lindenstrauss – designed to significantly reduce the memory footprint of large ...

The compression algorithm works by shrinking the data stored by large language models, with Google’s research finding that it can reduce memory usage by at least six times “with zero accuracy loss.” ...

New user agent reveals when Google-hosted AI completes tasks like browsing or form fills, opening visibility into assisted user journeys. Google introduced a new user agent, called Google-Agent, that ...

Running a 70-billion-parameter large language model for 512 concurrent users can consume 512 GB of cache memory alone, nearly four times the memory needed for the model weights themselves. Google on ...

As Large Language Models (LLMs) expand their context windows to process massive documents and intricate conversations, they encounter a brutal hardware reality known as the "Key-Value (KV) cache ...

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 ...

Anthropic is taking advantage of Claude’s recent increase in mindshare with a new memory import tool to encourage switching from competing AI chatbot systems. Claude’s memory feature is also available ...

Dell stock soared as the company posted strong fourth-quarter earnings and bumped guidance. The company expects AI server revenue to double in 2027. A memory shortage has hit other companies in the ...

Dell shares rise around 10% Announces an additional $10 billion in share buyback Expects annual AI server revenue to grow 103% to $50 billion Reports fiscal 2027 revenue above market estimates ...

Nvidia CEO Jensen Huang addressed concerns regarding recent memory supply shortages during a press conference at CES 2026, stating that Nvidia will be the exclusive consumer of sixth-generation ...