Small quantum system outperforms large classical networks in real-world forecasting

Can a handful of atoms outperform a much larger digital neural network on a real-world task? The answer may be yes. In a ...

Nvidia's Nemotron-Cascade 2 wins math and coding gold medals with 3B active parameters — and its post-training recipe is now open-source

Nvidia's Nemotron-Cascade 2 is a 30B MoE model that activates only 3B parameters at inference time, yet achieved gold ...
Redmondmag.com

Getting Real About NUMA and Hyper-V, Part 1

NUMA in Hyper-V isn't something you have to master--it's something you need to avoid accidentally breaking, and understanding a host's NUMA layout helps you do that.
Scientific Research Publishing

KAN-Transformer Fusion with Mixture of Experts for Temporal Imputation of Spatiotemporal Air Pollution Data ()

The Kolmogorov-Arnold Network (abbr. KAN) is a novel neural network architecture inspired by the Kolmogorov-Arnold ...
Hosted on MSN

China’s insane underground hypergravity machine crushes centuries into days

An underground scientific centrifuge known as CHIEF has begun operations in Hangzhou, giving researchers a way to use high-gravity testing to accelerate certain geological and materials processes into ...
Hosted on MSN

China built a colossal underground hypergravity machine to compress space, centuries of time into mere days

Deep beneath the city of Hangzhou, engineers recently completed the installation of a massive rotating machine. The device sits inside a 230-square-meter circular subterranean chamber positioned 15 ...
WinBuzzer

Google’s TurboQuant Algorithm Slashes LLM Memory Use by 6x

Google has published TurboQuant, a KV cache compression algorithm that cuts LLM memory usage by 6x with zero accuracy loss, ...