MiniMax teases upcoming M3 model with new sparse attention mechanism and 15.6X long-context response speed boost

It directly solves the exact bottleneck that normally makes AI chatbots freeze or stutter when handling massive amounts of ...

MiniMax-M3 debuts, eclipsing GPT-5.5 and Gemini 3.1 Pro on key benchmark performance for just 5-10% of the cost

M3 demonstrates that the next phase of agent development will not just be driven by larger datasets, but by efficient ...
Semiconductor Engineering

HW-Aligned Sparse Attention Architecture For Efficient Long-Context Modeling (DeepSeek et al.)

A new technical paper titled “Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention” was published by DeepSeek, Peking University and University of Washington.
Purdue University

In Print: ‘Sparse Graphical Modeling for High Dimensional Data’

This book offers a comprehensive framework for mastering the complexities of learning high-dimensional sparse graphical models through the use of conditional independence tests. These tests are ...
Forbes

Sustainable AI Turns Small Data Into Huge Results For Manufacturers And Researchers

Sparse modeling AI is edging out traditional deep learning to become the technology of choice for product manufacturers and medical researchers because it ticks off all the boxes for modern quality ...
News Medical

New data-sparse model accurately predicts individual glycemic responses

In a paper in the Journal of Diabetes Science and Technology, researchers at Stevens Institute of Technology offer a new approach: a data-sparse model capable of accurately predicting individual ...