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null-result

Here are 3 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

clouatre-labs / prompt-repetition-experiments

Supplementary materials for What a Null Result Taught Us About AI Agent Evaluation

evaluation ai-agents supplementary-materials prompt-engineering null-result

Updated Feb 26, 2026

studiofarzulla / alpha-asymmetry

Alpha Asymmetry in Foreign Exchange Markets: An Investigation of Exploitability — a null result paper | DAI-2605 | Dissensus AI Working Paper

quantitative-finance market-efficiency foreign-exchange extreme-value-theory null-result dissensus-ai

Updated Feb 14, 2026
TeX

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