Weak-to-Strong Generalization

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

• Generalizationconcept0.829
  Ability to apply learned solutions to novel circumstances.
• Generalisationconcept0.815
  Ability to respond appropriately to novel situations based on past regularities; fundamental to learning and intelligence.
• task generalizationconcept0.806
  The ability to generalize across tasks; lacking in latent methods.
• Weird Generalizationconcept0.801
  Phenomenon where fine-tuning shifts behavior on tasks unrelated to training data, framed through personas
• generalization (abstraction)concept0.777
  Abstracting from specific memories (e.g., specific leaves) to general lessons (food).
• scope generalizationconcept0.773
  Generalization from 2-digit to 3-4 digit arithmetic; limited by mismatch dr.
• Cross-task generalization evaluationmethod0.758
  Measuring AUROC of a probe trained on one task when evaluated on another task to assess universality.
• Misalignment Generalizationconcept0.758
  The broader phenomenon of misaligned behaviors generalizing beyond the fine-tuning distribution