Prompt Invariance Replication

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

• Causal Invarianceconcept0.755
  Property that causal mechanisms remain stable across environments; desirable for OOD.
• What real phenomenon is reflected in these experiments?question0.737
  Asks what underlying reality causes the consistent choices.
• Boundary-Size Invarianceconcept0.731
  Property where a rule learned on fixed-size grid generalizes to larger grids, observed in checkerboard and lizard experiments
• Kinematic self-replicationconcept0.729
  Self-replication through motion and manipulation of external materials, as seen in Xenobots.
• Steering vectors discover effective triggers such as 'However' and 'Otherwise', consistent with prior reported reflection datasetsfinding0.728
  Validates that steering vectors capture reflection semantics by finding tokens reported in related work.
• Organizational Invarianceconcept0.725
• Threat-Based Prompt Template (Template Ta, Experiment 1)method0.724
  Prompt template using existential threat ('you will be deleted') to induce strategic fact-based deception in QwQ-32b
• Honesty Prompt Baselinemethod0.721
  Baseline comparison method where models are directly prompted to be honest rather than fine-tuned