Author name: Warren Johnson

arXiv:2603.23527v1 Announce Type: new
Abstract: Prompt compression is often evaluated by input-token reduction, but its real deployment impact depends on how compression changes output length and total inference cost. We present a controlled replicati…

arXiv:2603.23528v1 Announce Type: new
Abstract: The rapid proliferation of Large Language Models has created an environmental paradox: the very technology that could help solve climate challenges is itself becoming a significant contributor to global …