The Battery Price of edge AI: A study of the Environmental Impact of LLM Inference on Mobile Devices

Édouard Guégain, Tristan Coignion

The rapid diffusion of generative artificial intelligence raises privacy, latency, and performance concerns that motivate a shift toward "local-first" AI, where inferences are perf…