Scale AI's READY Framework: Benchmark Scores Don't Equal Deployment Cost

Scale AI and UC researchers proposed the READY framework for enterprise agent deployment, finding that agents with nearly identical benchmark scores can require vastly different amounts of human oversight. The paper argues enterprises should evaluate human review costs, not just accuracy.

2026-09-05 ~ 2026-09-05 · 2 related posts

• Scale AI + UC paper: READY framework says rank agents by human-review cost, not benchmark accuracy — rohanpaul_ai · 2026-09-05
• Scale AI paper: benchmark-identical AI agents can need vastly different oversight, so rank by deployment cost — rohanpaul_ai · 2026-09-05