Unverified50% confidenceFactExact time
MAST categorizes multi-agent system failures mainly into three types: spec drift, tool error masking, and premature termination or premature verification.
1
Sources
50%
Confidence
Long-term
Relevance
10/17/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedBy adopting a configuration-driven approach combined with deduplication validation, this type of repetitive error could have been intercepted at the build stage.76% similarUnverifiedThe paper categorizes the failure of offline-trained networks in closed-loop deployment into three progressive modes: closed-loop identification error, deployment-induced action error, and persistent tracking error.74% similarUnverified级联失败是指单次工具调用错误会污染后续上下文，导致模型在错误的中间状态上继续推理，最终使整个任务偏轨73% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1054829API
curl https://kongchang.com/api/v1/knowledge/claims/1054829MCP
get_claim(id=1054829)