Unverified50% confidenceDecision RuleExact time
设置最大步数只是最低级的兜底手段，真正的破环逻辑是在检测到重复轨迹后强制切换决策策略
1
Sources
50%
Confidence
Long-term
Relevance
7/21/2026
First Seen
Sources
Related Claims
Verified应对多步骤编排错误累积的策略包括验证步骤、人工审批门控（Human-in-the-Loop）和回滚机制72% similarUnverified在关键决策节点引入人工确认可为长链推理插入校准锚点，防止幻觉漂移导致任务偏离方向72% similarVerified将复杂任务显式拆解为清晰子步骤并要求模型逐一处理，可在一定程度上对抗推理令牌异常聚集71% similarVerified智能体循环遵循「推理-行动-观察」范式，反复迭代直到达成目标或触及停止条件70% similarUnverified将复杂任务拆解为小步骤并及时验证有助于规避迷失在中间效应，减少目标漂移70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/575813API
curl https://kongchang.com/api/v1/knowledge/claims/575813MCP
get_claim(id=575813)