Unverified50% confidenceFactExact time
When an Agent is designed to run autonomously over the long term, engineers usually preset a "no-feedback degradation strategy", such as reducing action frequency, switching to exploration mode, or converging to conservative behavior after multiple non-responses.
1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedEvery engineering task must have a feedback loop so that the agent can understand the signals of success and failure and decide whether to keep pushing forward or stop and merge.72% similarUnverifiedAgent long-range degradation may be an engineering side effect of state management, memory, retry, and orchestration design, rather than an intrinsic property of trajectory length.70% similarUnverifiedThere is a time window between when the policy check passes and when the executor carries out the action, during which state drift, action tampering, and replay attacks may occur.70% similarUnverifiedReAct的思考—行动—观察循环机制使Agent在处理多步骤复杂任务时表现出更高可靠性,显著减少幻觉和错误累积70% similarUnverifiedTrigger mechanisms for implementing proactive Agents include, in addition to scheduled execution, event-driven, condition-triggered, and signal subscription approaches.69% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1042605API
curl https://kongchang.com/api/v1/knowledge/claims/1042605MCP
get_claim(id=1042605)