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1. cross-sae cross-sae Public

   FDR-controlled sparse-autoencoder feature matching across vision models and the human brain

   Python

2. evalkit evalkit Public

   Evaluate LLMs the right way — confidence intervals, unbiased pass@k, significance testing, bias-controlled LLM-as-judge, contamination checks. A drop-in agent skill with a numpy stats core validate…

   Python

3. interp interp Public

   Ask your coding agent WHY a language model made a prediction — mechanistic interpretability (logit lens, activation patching, SAE features, steering) as a drop-in agent skill. Validated against pub…

   Python

4. steering-audit steering-audit Public

   When does activation steering actually work? A reliability audit of steering vectors on GPT-2-small.

   Python

5. thaakat thaakat Public

   Radiomics decision-support for endometriosis: EfficientNet + XGBoost ensemble on pelvic MRI, with Grad-CAM explanations. Clinical decision support, not diagnosis.

   Python

6. vigil vigil Public

   Neuro-physiological cognitive-state guardian for aviation safety: multimodal biosignal ML (EEG/ECG/respiration/EDA) that flags dangerous pilot cognitive states in real time. Honest leave-one-subjec…

   Python 1