Metric SLM (Small Language Model) LLM (Large Language Model) Training Energy 50-70 MWH (Mistral-7B) 1, 287 MWh (GPT-3) Energy per query 0.00006–0.0003 kWh 0.0003–0.001 kWh Water per query <0.1 mL (device-based, lower) 0.25–5 mL CO₂ emissions per query 0.1–0.5 g CO₂e per query 2–5 g CO₂e per query Deployment On-device (e.g., mobile phones) Cloud based, […]
Green pathology offers a practical path for surgical pathology laboratories to reduce environmental impact while maintaining diagnostic quality, patient safety, and healthcare resilience.
The future of sustainable science is unfolding in labs, boardrooms, and supply chains across the globe. Despite external noise, real progress continues as sustainability becomes embedded in how science is funded, conducted, and scaled. Laboratories are highly resource-intensive environments, yet they also hold immense potential for climate solutions. In this video and article, James Connelly, CEO of My Green Lab and Impact Laboratories, outlines ten key predictions for 2026. Each highlighting a critical shift from ambition to accountability alongside system-wide transformation.
