Surgical Training

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• Post-Trainingconcept0.802
  The phase after pre-training where models are further tuned with techniques like DPO; the period where the studied behavior emerged.
• Character Trainingconcept0.777
  The post-training approach used by frontier AI labs to shape the assistant persona, introduced as open-source in this paper
• Constitutional trainingconcept0.758
  Alignment approach that concentrates persona space around the helpful assistant pole
• Post-training alignmentconcept0.753
  Broader research area: methods to align model behavior after initial training, where undesired behaviors can emerge.
• healing processconcept0.747
  A process that heals the world by generating living structure, synonymous with living process.
• Pretrainingconcept0.747
  Initial large-scale training phase whose early stages are shown to form persona representations
• Model Surgerymethod0.741
  Edits MLP weights for all layers to modify model behavior; used by Abdelnabi & Salem to decrease verbalized evaluation awareness.
• Learningconcept0.735
  Inference of parameters encoding contingencies of the world (e.g., likelihood matrix A) at slower timescale than perception.