Unverified50% confidenceOpinionExact time
将大型语言模型应用于实时安全审核的成本和延迟仍是主要障碍，导致安全层与生成层之间存在能力代差
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/14/2026
First Seen
Valid until: 10/12/2026
Sources
Related Claims
Unverified在每个执行节点采集证据并维护密码学结构会对智能体的延迟和吞吐产生性能开销，是高频生产系统的关键权衡点72% similarUnverifiedExcessive model caution creates misalignment between internal safety logic and users' expectations for productivity, which is especially costly in paid API scenarios where users pay for waiting time71% similarUnverified大语言模型在分析 VMP 保护代码时面临超长上下文依赖和训练数据稀缺的双重困难71% similarUnverified收紧安全分类器判定阈值会提高误判率，在编程和调试任务中尤为明显71% similarUnverified护栏设计的核心权衡是延迟成本——越复杂的检查逻辑，响应时间增加越多71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/507123API
curl https://kongchang.com/api/v1/knowledge/claims/507123MCP
get_claim(id=507123)