Unverified50% confidenceSolutionExact time
LongGuard's dead-end drift detection uses Jaccard similarity and triggers the circuit breaker when the agent takes more than 5 consecutive steps without discovering new observations.
1
Sources
50%
Confidence
Long-term
Relevance
9/8/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedLongGuard embeds into StateGraph and evaluates four failure modes at sub-millisecond speed at every step of the agent: identical tool calls, semantic oscillation, dead-end drift, and token rate.67% similarUnverifiedLongGuard's semantic oscillation detector may be overly aggressive for genuinely complex multi-step reasoning agents, and the default thresholds need to be adjusted for specific scenarios.60% similarUnverified在MS MARCO上随机批次训练损失快速收敛但泛化性能落后于Hobbit构造的难批次，后者训练损失更高但检索准确率大幅领先57% similarUnverifiedMOSSE追踪器于2010年提出，通过最小化滤波器输出误差学习目标外观，速度极快但对遮挡敏感56% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/877682API
curl https://kongchang.com/api/v1/knowledge/claims/877682MCP
get_claim(id=877682)