Morning Overview on MSN

NVIDIA and Microsoft are turning Windows into an agentic AI OS that runs 120-billion-parameter LLMs locally with a 1-million-token context

Researchers have demonstrated that a single consumer-grade GPU with roughly 16 GB of video memory can run million-token ...

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.
IEEE

A Lossless Compression Method for Medical Image Sequences Using JPEG-LS and Interframe Coding

Abstract: Hospitals and medical centers produce an enormous amount of digital medical images every day, especially in the form of image sequences, which requires considerable storage space. One ...
IEEE

Physically Consistent Soft-Sensor Development Using Sequence-to-Sequence Neural Networks

Abstract: Soft sensors attempt to predict the key quality variables that are infrequently available using the sensor and manipulated variables that are readily available. Since only limited amount of ...
eLife

Distinct sensorimotor encoding in tuft dendrites and somata associated with action, correction, and learning

This important study reveals distinct representations of task-related information in the dendrites and somata of cortical neurons during sensorimotor learning and behavioral adaptation. The evidence ...