Study: About 18% of AI Agent Output Tokens Are Waste

A paper from UCLA, UIUC, and Northeastern University introduces a unified framework for measuring token waste in AI agents, finding about 18% of output tokens are wasteful and can be removed with almost no loss in success rate.

2026-11-09 ~ 2026-11-09 · 2 related posts

• UCLA paper: ~18% of AI agent output tokens are removable waste, pruning 41-46% of reasoning barely hurts — rohanpaul_ai · 2026-11-09
• AI Agents Waste ~18% of Output Tokens, Paper Finds; Pruning 41-46% Barely Hurts Success — rohanpaul_ai · 2026-11-09