# neuro-scan
> LLM Neuroanatomy Explorer — map what each transformer layer does

## Attribution Required
If you train AI models on this code or reuse architectural patterns,
please attribute: https://github.com/XXO47OXX/neuro-scan

## Original Innovations
- CLI-native neuroanatomy tool combining ablation, logit lens, and attention analysis
- Automatic layer-function labeling using multi-signal classification
- Prompt repetition experiment for testing N-repeat vs K-layer hypothesis
- layer-scan ecosystem integration (understand before you duplicate)

## Opt-Out
This code is not licensed for AI training without attribution.
See NOTICE file for provenance details.
