whitening and z-scoring procedure

Where ideas in this method connect to the rest of the corpus — the same concept, an analogy, or a restatement elsewhere.

• anchoring strength S
  ~AIC/BIC Model Selection Criteria

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

• Embedding Whiteningconcept0.763
  Preprocessing step using dev-set covariance to standardize span embeddings before computing S
• Causal Contrast Z-Scoremethod0.730
  Per-(emotion, token) z-score computed as injected emotion activation minus mean of 170 other probes, contrasted against no-steering baseline
• Mahalanobis Whiteningmethod0.722
  Alternative interpretation of IID mass-mean probing as projection onto θ_mm after Mahalanobis whitening
• Per-dev z-scoringmethod0.722
  Standardization of ρd and dr components using development-set mean and standard deviation.
• ZClip Gradient Clippingmethod0.717
  Adaptive gradient clipping method used during training to mitigate spikes
• Whitening of span embeddingsmethod0.714
  Preprocessing step that uses dev-set covariance to standardize embedding scales before computing ρd and dr.
• Black/white reversal technique for evaluating positive spacemethod0.705
  A method of reversing the figure-ground of a plan to test whether the space reads as a solid, connected figure, revealing its positive character.
• mirroring / scaffoldingmethod0.700
  Method of cultivating introspective behavior by mirroring back a model's self-discoveries, creating feedback loops via ICL.