aiqbench analysis

PrismML's 1-bit Bonsai LLM demonstrates significant efficiency gains by shrinking model size fourfold while maintaining performance on Qualcomm Snapdragon hardware, enabling local inference for real-time visual queries on smart glasses. This development highlights the viability of running open-weight models directly on edge devices to address privacy concerns and reduce reliance on centralized cloud compute.