Unverified50% confidenceCautionExact time
Categories such as urgent tickets, legal threats and chargebacks should not be automated no matter how confident the model is, and urgent always goes to a human.
1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen
Sources
Related Entities
Related Claims
Unverified高危严重故障(预算耗尽、不可逆操作、多轮修复未消除)必须禁止Agent自主处理,需人工介入70% similarUnverifiedThe propose-approve pattern sacrifices some degree of automation in exchange for safety and compliance, and may not deliver an ideal experience for high-frequency, small-amount, low-risk scenarios.69% similarUnverifiedRegarding the safe recovery of automated workflows, there is no mature answer as to which design patterns have proven effective; patterns such as state machine modeling, compensating transactions, and event sourcing need recalibration when ported to clinical workflows, because the reversibility of medical actions is itself a clinical judgment.69% similarPartially VerifiedIn high-risk scenarios, systems should be designed to fail conservatively—when AI is uncertain, it is better to hand off to human processing than to risk automatic execution.68% similarUnverifiedApplying the 'deny by default' principle to automated workflows means the system's safe failure mode is to stop rather than to continue.68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1066630API
curl https://kongchang.com/api/v1/knowledge/claims/1066630MCP
get_claim(id=1066630)