Bonsai 1.7B is a 1-bit quantized LLM with a 250MB footprint. It runs entirely on the device, no cloud dependency, and turns raw IoT logs into natural-language anomaly explanations. See Tetsuro Ishida @ Proving Ground during #BSidesLV on Wed Aug 5 @ 10:00.