Unverified50% confidenceDecision RuleExact time
Agent risk = probability of failure × Agent reach; control measures reduce the probability of failure, and access control limits the reach, and neither can be dispensed with.
1
Sources
50%
Confidence
Long-term
Relevance
10/13/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe core challenge of execution-oriented agent products lies not in model capability itself, but in authorization boundaries, error accountability, and financial security.74% similarUnverifiedWhen an agent's basis for judgment is insufficient and its confidence falls below a threshold, human intervention should be introduced, which is a risk-based dynamic review.74% similarVerifiedAgent failure modes can be understood across three architectural layers: planning-layer failure, execution-layer failure, and reflection-layer failure, each with entirely different mitigation strategies.73% similarUnverifiedAI Agent security failures can be summarized into four paths: correct by design but insufficient in coverage, measuring the wrong thing, not knowing the Agent exists, and human factors.71% similarUnverifiedAgent产品在边界情况下(如需求表述模糊、多工具调用失败传递)的准确性与容错能力是当前所有Agent产品的共同技术挑战71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1019034API
curl https://kongchang.com/api/v1/knowledge/claims/1019034MCP
get_claim(id=1019034)