Semiconductor Engineering

Observability Is A Missing Layer In AI-Era Chiplet Design

In next-generation silicon, AI can interpret system behavior at scale, but only if observability is designed into the fabric ...
PCMag

I Clustered Two Nvidia DGX Spark AI Boxes in My Living Room. Here's What Happened

Daisy-chaining two of Dell's Nvidia GB10 DGX Spark systems didn't just pump up my home AI lab—it fundamentally changed how I ...
IEEE

Revolutionizing Image Analysis: The Integration of MLP and GRU Architectures in Advanced Computer Vision

Abstract: Although there have been significant advances in computer vision recently, there are still difficulties in efficiently interpreting dynamic and complicated visual input. Through the ...
MIT Technology Review

Inside interoception: The hidden sense of how you feel inside

Researchers are decoding how signals move between body and brain, with implications for how we understand and treat conditions from obesity to anxiety. MIT Technology Review Explains: Let our writers ...
VentureBeat

Context compression finally works in production: new research cuts LLM input 16x without the accuracy hit

Context windows are becoming a computational bottleneck. The longer an agent runs, the more tokens accumulate from retrieved documents, reasoning traces and conversation history, and the more memory ...
VentureBeat

On-device AI agents hit a hard memory limit. Apple's new architecture routes around it.

On-device AI models have stayed small because the entire weight set has to live in DRAM, capping practical parameter counts well below what server-side deployments use. Enterprise architects ...
IEEE

An Architecture-Agnostic Dataflow Mapping Framework on CGRA

Abstract: Coarse-Grained Reconfigurable Arrays (CGRAs) are promising accelerators in the rapidly evolving field of high-performance computing (HPC). However, their potential is limited by the ...