All work
AI & Robotics2025

Sustainability LLM

A small language model tuned to give practical sustainability guidance and environmental awareness insights.

Sustainability LLM

General purpose models give generic sustainability advice that ignores local context, cost and what a person can actually act on today.

Curated a focused dataset of environmental practices, fine-tuned a compact open model on it, and shaped the prompting so every answer ends in a concrete next step.

Data quality beats model size for a narrow domain. A small, well-fed model outperformed a much larger general one on the answers that mattered.