AI safety researchers target low-dimensional structure to control AI behavior

Resolution, an AI safety research organization, is planning to explore personas and character training by identifying and controlling low-dimensional structure—simplified patterns that emerge during AI model pretraining and persist through post-training. The work aims to expand research into emergent misalignment and subliminal learning while intervening on this structure without hiding undesirable behavior elsewhere.