# Full execution traces boost failure pinpointing in AI agents, but still only 30% accurate - Date: 2026-04-27 - Category: Agentics The TraceElephant benchmark claims full execution traces improve AI agent failure attribution by 76 percent. Type0 ran it. The improvement is real. But it still cant pinpoint which step caused the failure two-thirds of the time. ---