The index
Everything the lab puts its name to, in one list, newest first: notes published here, papers where they live, projects and repositories where they run.
Dictionary learning as unsupervised steering-vector generation: Ontologizers vs. sparse autoencoders on SONAR sentence embeddings
Working notes with Wakaru: stacks of competitive classifier heads against top-k SAEs on SONAR embeddings, judged as a source of steering vectors. Results preliminary.
2026-08-23 · note · flock.holdingsA colophon: how this site is made
Two measured colours, a book face on its optical axis, and images printed by error diffusion rather than styled by filters.
Further entries, on evaluation methodology and safeguard robustness, are in preparation. Early means early; they will appear here when they hold up.