Unverified50% confidenceFactExact time
Correct tool calls do not equate to task success; an Agent may make a valid call at every step while the overall planning direction is wrong
1
Sources
50%
Confidence
Long-term
Relevance
9/21/2026
First Seen
Sources
Related Entities
Related Claims
Unverified只有当任务路径需要根据中间结果动态变化时，Agent的自主决策能力才真正有价值78% similarUnverifiedEvaluating the quality of a Loop Engineering system cannot rely solely on how long an Agent can run autonomously; the key is whether the system can detect and handle situations where the Agent goes off track.76% similarUnverifiedTasks with clear processes and decomposable steps are suitable for Agents to complete autonomously, while scenarios requiring subjective judgment or with extremely low tolerance for errors still require human intervention.75% similarUnverifiedUsage-based billing is only justifiable when the agent can reliably complete tasks; if users are charged for failures, they will feel they are paying for the vendor's technical immaturity.73% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/939642API
curl https://kongchang.com/api/v1/knowledge/claims/939642MCP
get_claim(id=939642)