A Numerical Demonstration of Knowledge Artifact Extraction and Algebra Across 26 Model Types
Unreviewed draft. This paper has not been human-reviewed.
Mathematical claims may be unverified. Use with appropriate caution.
Summary
The Knowledge Artifact framework (Nagy 2026a) claims that any model with `.predict()` can be projected into a portable spectral representation that reproduces 87–99% of its predictions. This paper provides the numerical evidence.
Length
1,988 words
Status
Draft