Scale AI Proposes Agent Failure Taxonomy

Scale AI introduced an interaction-centric taxonomy to pinpoint AI agent failures, categorizing 41 failure types at the boundary between models and toolchains to help developers determine whether to fix the model or the scaffolding.

2026-08-04 ~ 2026-08-04 · 2 related posts

• Paper maps 41 agent failure modes to model, harness, tools and environment — omarsar0 · 2026-08-04
• Scale AI Proposes Interaction-Centric Taxonomy to Localize Agent Failures — ScaleAI · 2026-08-04