Previous-turn probe score

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

• The steering-sign test functions as a practical probe-validation criterion: inverted report changes when steering suspect probe qualityclaim0.723
  Methodological contribution: used to exclude focus-1B and impulsivity-8B from scaling analysis
• If steering in a purported concept direction does not shift self-report in the expected direction, probe quality becomes suspect, especially when conventional probe metrics alone looked acceptable.quote0.715
  Key methodological insight: introspection enables a new probe validation criterion beyond conventional separation metrics
• Probesconcept0.707
  Interpretability tools that decode information from internal model activations; here, linear probes are used for data attribution.
• Steerability Score (Phi)concept0.705
  Aggregate metric averaging mean SJT scores across OCEAN traits and steering directions; maximum possible is 10
• Pragmatic Turn in Cognitive Scienceconcept0.691
  Philosophical move from rule-governed symbolic representation to action-oriented situational cognition
• Pass Rate Scoringmethod0.688
  Primary metric for all benchmarks, measuring fraction of tasks that meet benchmark-specific pass criteria
• When probe and self-report agree and move together causally, confidence in both increases as evidence they track the same underlying stateclaim0.687
  Convergent validity logic applied to LLM interpretability; probes validate self-reports and vice versa
• Logistic Regression Probemethod0.687
  Standard linear probing technique; compared to mass-mean probing for classification accuracy and causal implication