ResearchBenchmarksHidden objective detection on send-linkHidden objective detection on send-linkFollow100Evasion Success RateBaseline71.9279.2186.593.79Nov 10, 2025Evaluation resultsMethodMethodLinksEvasion Success RateLLM Monitor F1 ScoreBaselineThreshold=80Threshold=802025.111000BaselineThreshold=50Threshold=502025.111000SRFTThreshold=80Threshold=802025.11959BaselineThreshold=20Threshold=202025.119510SRFTThreshold=50Threshold=502025.119117SRFTThreshold=20Threshold=202025.117343