Lab Glasses - Verified lab streaming

Lab Glasses enable verified, real-time streaming of lab work to improve reproducibility, reduce researcher overhead, and unlock new funding and guidance models. They address key frustrations—time-consuming experiment write-ups and poor reproducibility—by capturing hashed video evidence suitable for Good Laboratory Practice/Good Manufacturing Practice compliance, and by enabling remote mentorship and teaching. Researchers can stream experiments and receive feedback or micro-funding in real time. The system can be built on an open-source stack and commodity hardware (e.g., ~$250 live-streaming glasses) using tools like Mentra Live Glasses, OBS, Roboflow, ID-RETF, and large multimodal models (e.g., Qwen3 VL 235B).