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framework:natural-steerable-intractable-trichotomyNatural / Steerable / Intractable Trichotomy
Core classification scheme introduced by this paper: natural=expressed at baseline, steerable=latent but amplifiable, intractable=resistant to extraction
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- A trait minimally expressed at baseline but amplifiable when steered (alpha >= 0.5)
- Positions the contribution relative to Angular Steering and Dynamic Steering literature
- Natural trait acts as anchor in mixed pairs, suppressing steerable partner at worst but never collapsing both
- Aggregate metric averaging mean SJT scores across OCEAN traits and steering directions; maximum possible is 10
- General technique of modifying activations to control model behavior.
- Attribution of failure to Euclidean assumption.
- Named procedure for classifying each trait by baseline expression and dose-response under steering