techcrunch.com
Sep 24, 2026
PrismML brings its tiny LLMs to Qualcomm-powered smart glasses
AI-summarised brief · reviewed before publication
PrismML, a startup founded by Caltech researchers and advised by UC Berkeley’s Ion Stoica, unveiled a 1‑bit Bonsai LLM optimized for Qualcomm’s Snapdragon AR1 Gen 1 platform at the Snapdragon Summit. The 2‑billion‑parameter model, tailored for vision and language, can run locally on AI smart glasses, enabling real‑time queries about what users see. PrismML claims to compress larger models fourfold while preserving benchmark performance, positioning its technology as a privacy‑friendly, device‑centric alternative to cloud‑based AI. No commercial glasses have yet been released.
💡 Why It Matters
- · By demonstrating on‑device inference, PrismML challenges the prevailing reliance on cloud services for AR experiences, potentially redefining privacy and latency standards in wearable AI.
