Unverified50% confidenceFactExact time
Silent failure refers to situations where an Agent run throws no exceptions or logs no errors, but the final result deviates from expectations.
1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedAgent死循环最典型的失败场景是耗尽Token却无法输出最终结果77% similarUnverifiedMost Agent failures produce no error logs at all: the Agent does not crash, the workflow reports completion, and the output is structurally correct, but the content is wrong.77% similarUnverifiedA routine task that fails silently is more dangerous than not running at all, because users mistakenly believe it has completed.76% similarUnverifiedIf the agent refuses the malicious call but also fails to complete the task it should have completed, this is essentially a usability loss rather than a security success.75% similarUnverifiedError cascading refers to a downstream agent treating the erroneous output of one agent as trusted input for further processing; one prevention method is to allow downstream agents to proactively refuse uncertain conclusions (e.g., triggering a human fallback when returned data is insufficient).74% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1070023API
curl https://kongchang.com/api/v1/knowledge/claims/1070023MCP
get_claim(id=1070023)