Published March 2, 2026 | Version v1
Journal article Open

INLP Projection Transmission: Domain-Specific Activation Transfer at the Natural Language Boundary

Authors/Creators

  • 1. Cage & Mirror Press

Description

Text baseline already achieves 95% domain classification accuracy. INLP injection provides marginal +1.9%, outperforming full activation injection (+1.3%). The 36-dimensional INLP projection outperforms the full 3584-dimensional activation injection. Sender and receiver encode domain in nearly orthogonal directions (cosine 0.27). Procrustes alignment fails (residual > 1).

Notes

Paper 32 of 37 in the Structural Compression Theory research program by Jeremy McEntire.

Files

projection_transmission.pdf

Files (298.4 kB)

Name Size Download all
md5:efb1481ac36f758214de7bd114939f19
298.4 kB Preview Download