Sample points in persona space and predict distance
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Migrated from my-goat queue (Todoist 2026-05-27 02:00, id 6gjGHqxMPc8gMPQM).
Idea: Sample points (personas) in persona space, then test whether behavioural distance between personas can be predicted from their representation-space distance. Directly feeds the User Modeling / Persona Selection Model thread (research_ideas.md Topic 7) — predicting emergent-misalignment / persona-axis outcomes from geometry before training.
Open questions:
- Which distance metric in representation space best predicts behavioural divergence.
- Does this hold for held-out personas as a function of similarity (Dan's 2026-05-27 prompt).
Status: proposed idea, no design yet. Ties to Topic 7 (User Modeling / PSM).
Source: my-goat queue/inbox/2026-05-27T02-00-07...sample-some-points-in-persona-space.md