What matters in AI.

Subscribe

SOAP finds the step that caused an AI agent error with no step labels

SOAP uses attention patterns to move error indications from the subsequent steps back to the step that started the error.

Claimed, not confirmed

Sources

  1. Can Failed Trajectories Reveal Where Agents Go Wrong? Agentic Failure Attribution Without Step-Level Labelsarxiv.org
AI MATTER · NEWS · AI MATTER · NEWS ·12 OCT2026

Posted

Tags

Learn the terms in this story

More in Research

All Research news