Model Surgery

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

• modelconcept0.834
  A representation that captures relevant aspects of a system; according to the theorem, the regulator must embody this.
• Model Stitchingmethod0.814
  Technique to measure representational compatibility by integrating intermediate representations of one model into another
• Model Editingconcept0.788
  Technique for modifying model knowledge or behavior via targeted interventions, e.g., ROME by Meng et al.
• Toy Modelsconcept0.780
• model selectionconcept0.777
  Comparing models using log-evidence approximated by free energy.
• Model Deceptionconcept0.770
  LLM behavior of generating falsehoods; the multi-dimensional truth subspace raises new risks for subtle manipulation
• Foundation Modelsconcept0.768
  Large pretrained models used as backbones across tasks; their universality motivates the convergence hypothesis
• Language Modelsconcept0.762
  Primary substrate for manifold steering experiments; demonstrates method on reasoning and in-context tasks.