Sahil Parasharami

A Token-Level Framework for Quantifying ChatGPT’s Environmental Impacts and a Browser-Based Intervention for Reducing Prompt Resource Use

This study models the water and energy consumption of large-language model inference at the token level and evaluates a Chrome extension that provides real-time eco-feedback to improve user prompt efficiency.