Unverified50% confidenceOpinionExact time
Blind retries can cause real business incidents such as duplicate charges and duplicate orders, making idempotency and state persistence difficult problems for production-environment agent workflows.
1
Sources
50%
Confidence
Long-term
Relevance
9/14/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedOverly lenient stopping conditions cause agents to continue ineffective iterations on sufficiently good results, wasting computing resources, while overly strict conditions may cause the loop to never terminate.76% similarUnverifiedThe autonomous execution of long tasks places higher demands on accuracy, controllability, and result verifiability, and error accumulation in enterprise scenarios may incur real costs.74% similarUnverified传统ReAct模式在复杂场景下存在瓶颈，长链路推理中的误差累积效应会导致任务失败率上升73% similarUnverifiedDrift detection involves a trade-off: setting the threshold too sensitively leads to frequent false alarms and unnecessary retraining, while setting it too loosely may allow model performance to continuously degrade without being detected.73% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/919952API
curl https://kongchang.com/api/v1/knowledge/claims/919952MCP
get_claim(id=919952)