scope generalization

Generalization from 2-digit to 3-4 digit arithmetic; limited by mismatch dr.

Neighborhood — ranked by edge-count

concept

Generalisation
related_to
Ability to respond appropriately to novel situations based on past regularities; fundamental to learning and intelligence.
Generalization
related_to
Ability to apply learned solutions to novel circumstances.

cosine ≥ 0.65 · no typed edge

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

task generalizationconcept0.843
The ability to generalize across tasks; lacking in latent methods.
generalization (abstraction)concept0.828
Abstracting from specific memories (e.g., specific leaves) to general lessons (food).
Probe Generalizationconcept0.820
The ability of probes trained on one dataset to transfer accurately to topically and structurally different datasets
Cross-task generalization evaluationmethod0.770
Measuring AUROC of a probe trained on one task when evaluated on another task to assess universality.
Zero-Shot Generalizationconcept0.763
Ability to predict correctly for stimulus-action pairs never previously experienced by inferring structural rules; key measure for TEM-t performance.
Cross-Architecture Generalizationconcept0.757
Whether learned cones transfer effectively across model families (Qwen vs Gemma) and sizes
Out-of-Distribution Probe Generalizationconcept0.752
The capacity of a probe trained on one true/false dataset to accurately classify statements from topically and structurally different datasets
Goal Misgeneralizationconcept0.749
Models learning goals that generalize undesirably outside training distribution; alignment faking is a challenging instance