Unverified50% confidenceCautionExact time
If the system prompt rules are vague, the AI agent may loop repeatedly in the wrong direction, wasting tokens and time.
1
Sources
50%
Confidence
Long-term
Relevance
10/29/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedAn Agent may fall into an infinite feedback loop, getting stuck repeatedly calling the same tool; for example, a runaway AI stuck in a loop constantly buying plane tickets could cause real losses in a short time.79% similarUnverifiedIt is precisely because the process has multiple error-prone nodes that users tend to let AI guide them step by step and repeatedly confirm over multiple rounds of dialogue, which also explains why tone stability is perceived as valuable in such tasks.78% similarUnverifiedSynchronous execution mode causes autonomous AI systems to collapse under production traffic, and its root cause is that cognition (model reasoning) and action dispatch (tool execution) are coupled in the same synchronous call chain.77% similarUnverifiedIf the escalation-to-human mechanism fails to transfer the case to a human in a timely manner when it should, it will instead frustrate users.74% similarUnverifiedPossible solutions to prevent AI agents from falling into repetitive agreement loops include introducing adversarial reward mechanisms, periodically injecting random perturbations, or maintaining independent, tamper-proof belief states.74% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1111610API
curl https://kongchang.com/api/v1/knowledge/claims/1111610MCP
get_claim(id=1111610)