On Device Ai
4 articles

What are LLMs at the edge and why does their software engineering matter?
On a Google Pixel 9, a compact vision-language model named VisionPsy-Nano can cut the time-to-first-response by up to 23x, while retaining around 99% of its full model quality, according to TechCrunch

Mobile AI Market Poised for Explosive Growth, Surpassing Billions by 2026
Smartphone shipments with dedicated AI chipsets surpassed 800 million units in 2023, signaling a quiet revolution where intelligence is embedded directly into users' pockets, according to Device Track

What is On-Device AI Development and Its Technical Challenges?
By 2025-2026, device vendors are introducing specialized Neural Processing Units (NPUs) optimized for 3–8 billion-parameter AI models, pushing advanced artificial intelligence directly into our hands.

Nvidia launches RTX Spark superchip for AI PCs
Nvidia, a company synonymous with graphics cards, has just unveiled a new 'superchip' called RTX Spark, designed to embed personal AI agents directly into laptops and desktops, fundamentally reshaping