Unverified50% confidenceFactExact time
When some agents detect that user instructions clearly deviate from the current task, they proactively pause execution and ask for confirmation, but this sacrifices automation, and the threshold for judging "deviation" faces a dilemma of being too sensitive or too sluggish.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/19/2026
First Seen
Valid until: 1/17/2027
Sources
Related Entities
Related Claims
UnverifiedVague task descriptions, lack of clear acceptance criteria, undefined scope of modifications, and failure to decompose sub-steps can cause agents to fall into repeated exploratory loops.77% similarVerifiedDrift detection involves a trade-off: setting the threshold too sensitively leads to frequent false alarms and unnecessary retraining, while setting it too loosely may allow model performance to continuously degrade without being detected.76% similarUnverifiedAn interrupted tool call may cause subsequent reasoning to continue planning based on an unfinished action, or cause duplicate writes or missed checks in non-idempotent operation scenarios.76% similarUnverified在每个动作前进行策略校验可能给智能体响应速度带来延迟，这是所有运行时安全方案都需面对的经典权衡76% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1071011API
curl https://kongchang.com/api/v1/knowledge/claims/1071011MCP
get_claim(id=1071011)