August 16, 2026

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

group of people using laptop computer
Annie Spratt / Unsplash

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 evaluating agentic workloads have had to choose between cap...