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concept:difference-of-means-constructionDifference-of-Means Construction
Method for computing persona vector as difference between mean activations under aligned and opposite prompts
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- Method for extracting linear directions by subtracting mean activations of contrastive groups; used to define the Assistant Axis
- Vector from mean of false representations to mean of true representations; core of mass-mean probing
- The 20th-century divorce of design from making, which prevents ornament from arising naturally.
- Subtle variation and detail, as in pots of flowers, that brings life to a place.
- The necessary entanglement of design and construction steps in a living process, as opposed to the damaging 20th-century sequential separation.
- Alexander's central thesis: architects must actively invent new materials and methods rather than passively assemble available components.
- James' test for minimal mentality, cited as describing morphogenesis.
- Metric for pre-finetuning data screening: difference between average projection of training responses and base model natural responses onto a persona direction