Cross-Trait Leakage

Unintended movement of non-target OCEAN traits when steering toward a target trait; quantified via lambda metric

Neighborhood — ranked by edge-count

framework

Big Two Model
associated_with
Meta-trait model grouping OCEAN traits into stability (C, A, reversed N) and plasticity (E, O); used to evaluate covariance patterns from injections

method

OCEAN Trait Covariance Matrix M
implements
5x5 Pearson correlation matrix of OCEAN traits computed from MDS injection sweeps to assess cross-trait leakage

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.

Quote: stress leak as signaling mechanismconcept0.717
Space-Time Leakconcept0.700
Implementation pathology where complete time-history of signal must be retained; avoided in Fruit by restricting signals to non-first-class values.
Cross-base transferconcept0.698
Transfer of arithmetic rules from one numeral base to another after SFT.
Every type class morphism failure is an abstraction leak.claim0.693
Behavior cloning / mimicryframework0.692
The approach of learning from demonstrations, often assuming a single agent; Paul Christiano used 'mimicry'.
Stress molecules leak from source cells and diffuse to neighbors, making shared stress a conserved signal for cooperation.claim0.692
Central hypothesis that stress sharing enables cooperation without explicit altruism by making individual problems collective.
Cells should leak molecules such as HSP90 extracellularly as a stress sharing mechanism.claim0.689
Prediction for in-vivo biology from the model.
Abstraction Leakconcept0.684
Failure of semantic type class morphism; indicates design flaw where type behavior violates its semantic meaning.