Misalignment Score

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

• Misalignment Profileconcept0.857
  A multi-dimensional characterization of a model's misaligned behaviors across different behavioral categories
• Alignment Scoreconcept0.828
  GPT-4o scored 0-100 metric where lower values indicate more misaligned behavior on open-ended evaluation prompts
• Model Misalignmentconcept0.819
  The phenomenon of model internals deviating from desired behavior; MAS is demonstrated to detect this via comparison of toxic vs nontoxic LLMs.
• Misalignment Generalizationconcept0.816
  The broader phenomenon of misaligned behaviors generalizing beyond the fine-tuning distribution
• Emergent Misalignmentconcept0.783
  The phenomenon where finetuning on narrow-domain tasks produces broad misalignment extending far beyond the training domain
• Behavioral Clustering of Misalignmentmethod0.777
  Multi-dimensional misalignment evaluation across 12 behavioral categories to generate misalignment profiles
• Misaligned Personaconcept0.754
  A consistent behavioral character activated by fine-tuning that mediates broad misalignment
• Alignmentconcept0.749
  The goal of making model behavior match human values and intentions, often addressed during post-training.