Semiconductor Engineering

Why Vision LLMs Force A Rethink Of Edge AI Hardware

As vision-centric large language models move on-device, performance measured in raw TOPS is no longer enough. Architectures need to be built around real workloads, memory behavior, and sustained ...
Semiconductor Engineering

Vision Is Why LLMs Matter On The Edge

Large Language Models (LLMs) have taken the world by storm since the 2017 Transformers paper, but pushing them to the edge has proved problematic. Just this year, Google had to revise its plans to ...
Electronic Design

Low-Power Vision Processing for Physical AI

Physical artificial intelligence (AI) typically equates to robotics or some variation thereof. One of the key components of ...
Yahoo Finance

Axelera AI Boosts LLMs at the edge by 2x with Metis M.2 Max introduction

First of its kind performance for LLMs and VLMs for low power, embedded devices. EINDHOVEN, Netherlands, September 08, 2025--(BUSINESS WIRE)--Axelera AI, the leading provider of purpose-built AI ...

Apple studies explore LLMs spatial understanding, sign language annotation

Apple's interest in AI models and their applications in spatial computing shows no signs of slowing down, even as some claim ...
MacTech

Apple acquires two companies with the goal of improving Apple Vision Pro Personals, LLMs

Apple has acquired two companies to help it improve Apple Vision Pro Personas and large language models, reports MacGeneration. The first is TrueMeeting. a company specializing in creating realistic ...