"Failures in intermediate agent steps can propagate through subsequent decisions and produce cascading task failures."
Zhu and colleagues analyzed failures across agent workflows involving planning, memory, reflection, and tool use. Their investigation identified how early mistakes can propagate into downstream actions, explaining why failures in automated chains must be diagnosed at their source rather than treated only as isolated final-answer errors.
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