Expired50% confidenceOpinionExact time
An unattended loop is an infinitely error-prone loop; unsupervised AI loops carry the dual risks of runaway costs and runaway quality degradation.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/20/2026
First Seen
Valid until: 10/18/2026(expired)
Sources
Loop Engineering：无人监管的AI循环为何危机四伏
Related Claims
UnverifiedWithout the constraints of a task orchestration loop, agents may fall into infinite loops or generate uncontrolled resource consumption.73% similarUnverified常见的Agent失败模式包括无限循环、目标漂移、过度自信以及工具误用70% similarUnverifiedAI cost optimization without observability and metrics is often just a matter of luck.70% similarUnverifiedHITL的核心张力在于：完全放手可能导致AI执行不可逆的危险操作，而过度介入则抵消自动化价值69% similarUnverifiedA no-hit clear is harder than a regular clear because it requires the agent to make zero-mistake decisions on every frame throughout the entire battle, with strategy variance needing to approach zero.69% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/567230API
curl https://kongchang.com/api/v1/knowledge/claims/567230MCP
get_claim(id=567230)