Common latent subtrait underlying cross-model trajectories
Identify whether a common latent subtrait explains the divergent cross-model malicious-response trajectories and determine what causes the behavior and probe-coordinate patterns of individual trajectories.
References
The present measurements do not identify a common latent subtrait or establish what causes any individual trajectory.
— Subliminal Learning as Trait-Direction Drift: A Mechanism and Targeted Control under SFT Distillation
(2609.01091 - Liu et al., 1 Sep 2026) in Appendix F.4, Malicious-Response Trajectories and Case Analysis