Researchers from Carnegie Mellon University and AI startup Hugging Face collaborated to see the carbon footprint of all those whimsical AI images we’ve generated over the last few years. They discovered that creating an image using artificial intelligence uses the same energy as charging a smartphone. Generating text, whether a conversation with a chatbot or cleaning up an essay, predictably requires much less energy. The researchers examined 13 tasks, ranging from summarization to text classification, and measured the carbon dioxide produced per every 1,000 grams.
The researchers urge machine learning scientists and practitioners to “practice transparency regarding the nature and impacts of their models, to enable better understanding of their environmental impacts.” Take ChatGPT, OpenAI’s chatbot. It has upward of 10 million users per day and 100 million monthly active users. That’s a lot of energy.
— Mat Smith
You can get these reports delivered daily direc
