danielle34/cavewoman

Caveman prompting, measured. A two-channel evaluation framework for prompt compression and LLM token efficiency: what input vs output compression costs in dollars, accuracy, and whether the reasoning changes. Compress the output not the prompt!! 9 models, 5 benchmarks, 10 languages. EMNLP 2026 Main