delta-steering

Here are 2 public repositories matching this topic...

nulone / sae-consciousness-steering-pitfalls

Reproducible case study of pitfalls in contrastive SAE discovery and steering for "consciousness" features (GemmaScope SAEs, Gemma 3 4B/12B): reconstruction confound, delta-steering fix, matched controls, and false-positive scaling law vs dataset size.

gemma sae sparse-autoencoder contrastive-learning mechanistic-interpretability feature-steering neuronpedia null-result gemmascope delta-steering

Updated Feb 26, 2026
Python

myregistercd / sae-consciousness-steering-pitfalls

Star

Explore limitations of contrastive SAE steering in identifying causal consciousness features and introduce delta-steering to improve experiment validity.

gemma sae sparse-autoencoder contrastive-learning mechanistic-interpretability feature-steering neuronpedia null-result gemmascope delta-steering

Updated Oct 3, 2026
PHP

Add this topic to your repo

To associate your repository with the delta-steering topic, visit your repo's landing page and select "manage topics."

Learn more