CAVEWOMAN: How Large Language Models Behave Under Linguistic Input and Output Compression

Morayo Danielle Adeyemi, Ryan A. Rossi, Franck Dernoncourt

"Talk short. Drop grammar. Save token." This caveman style is widely promoted as a way to cut inference cost, but whether it actually saves anything depends on which channel (the u…