Unverified50% confidenceSolutionExact time
为应对测试环境应试化，研究者建议引入模型无法预知的隐藏测试、动态评估、活基准（live benchmark）等方法
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
8/8/2026
First Seen
Valid until: 11/6/2026
Sources
Related Claims
UnverifiedEvery strategy on the Portfolio Lab platform is tested on "Unseen Data" (i.e., out-of-sample testing).73% similarUnverifiedConverting anomalous traces that appear in production environments into new regression test cases is an effective method for building LLM evaluation sets.72% similarUnverified对抗性采样应专门收集模型置信度低、用户反馈负面或触发兜底策略的困难样本，这些样本对评估模型鲁棒性至关重要71% similarUnverified理想的评估流程应将仿真评估作为初筛工具排除明显不合格的策略，再通过真实世界物理测试完成最终验证71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/705712API
curl https://kongchang.com/api/v1/knowledge/claims/705712MCP
get_claim(id=705712)