Unverified50% confidenceOpinionExact time
Goal drift and context loss are the two most typical failure modes in long-horizon agent systems.
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedWhen multi-agent systems scale up, observability of the execution chain is the first thing to spiral out of control, with retry handling and state-change tracking being the two most frequently cited pain points.75% similarVerifiedCommon failure modes in multi-agent architectures include infinite loop calls between agents, amplification of erroneous information along the transmission chain (hallucination cascade effect), and deadlock issues when some agents time out.74% similarUnverifiedA single execution-type agent exhibits three typical problems during long-running tasks: goal drift, shortcut-taking, and mid-task cessation73% similarUnverified长任务中的漂移可拆解为目标漂移、状态漂移、策略漂移三种近似正交的失败模式73% similarUnverifiedThe loop allows agents to recover from partial failures, but does not understand why the failure occurred, whether it has occurred before, or whether the system needs to change to prevent recurrence.72% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1029116API
curl https://kongchang.com/api/v1/knowledge/claims/1029116MCP
get_claim(id=1029116)