--- id: "/tags/interpretability/" title: "Interpretability" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/tags/interpretability/" level: null level_max: null category: null subcategory: null region: null license: null license_scope: null access: null models: null source_date: null date_added: null resource_kind: null verification_basis: null access_evidence: null domain_top: null domain_sub: null last_verified: null --- # Interpretability [Beginner](/levels/beginner/index.md) [Intermediate](/levels/intermediate/index.md) [Advanced](/levels/advanced/index.md) [Expert](/levels/expert/index.md) 13 resources · page 1 of 1 - ### [Transformer Circuits Thread](/security-and-red-teaming/safety-and-alignment-evals/model-welfare-interpretability/index.md) Creator not supplied; see original source. Transformer Circuits Thread: Anthropic interpretability research series reverse-engineering transformer models. Not applicable (entity) · unknown · unknown resource · en - ### [Neuronpedia](/security-and-red-teaming/safety-and-alignment-evals/neuronpedia/index.md) Creator not supplied; see original source. Neuronpedia: open-source interpretability platform for exploring sparse autoencoder features and circuits. Not applicable (entity) · unknown · unknown resource · en - ### [SAELens](/security-and-red-teaming/safety-and-alignment-evals/saelens/index.md) Creator not supplied; see original source. SAELens GitHub repo: training and analysing sparse autoencoders on language models. Not applicable (entity) · unknown · unknown resource · en - ### [TransformerLens](/security-and-red-teaming/safety-and-alignment-evals/transformerlens/index.md) Creator not supplied; see original source. TransformerLens GitHub repo: library for mechanistic interpretability of GPT-style language models. Not applicable (entity) · unknown · unknown resource · en - ### [Transluce](/security-and-red-teaming/safety-and-alignment-evals/transluce/index.md) Creator not supplied; see original source. Transluce: nonprofit lab building open tools for AI oversight and interpretability. Not applicable (entity) · unknown · unknown resource · en - ### [Apollo Research: Science](/security-and-red-teaming/safety-and-alignment-evals/apollo-research/index.md) Creator not supplied; see original source. Apollo Research science page listing its research and pre-deployment evaluations on AI scheming and mitigations. Intermediate–Advanced · unknown · unknown resource · en - ### [Interpretable Machine Learning](/security-and-red-teaming/safety-and-alignment-evals/interpretable-machine-learning/index.md) Creator not supplied; see original source. Christoph Molnar's Interpretable Machine Learning book: free online guide to explainability methods and their limits. Intermediate · unknown · unknown resource · en - ### [How To Become A Mechanistic Interpretability Researcher](/security-and-red-teaming/safety-and-alignment-evals/neel-nanda-getting-started-in-mech-interp/index.md) Creator not supplied; see original source. Neel Nanda's AI Alignment Forum guide on how to become a mechanistic interpretability researcher, which replaced his earlier getting-started page. Intermediate · unknown · unknown resource · en - ### [Goodfire research](/security-and-red-teaming/safety-and-alignment-evals/goodfire-research/index.md) Creator not supplied; see original source. Goodfire research page: interpretability research on understanding and editing the internals of AI models. Advanced · unknown · unknown resource · en - ### [InterpretML](/security-and-red-teaming/safety-and-alignment-evals/interpretml/index.md) Creator not supplied; see original source. InterpretML: open-source toolkit for glassbox models and explaining ML model behaviour. Advanced · unknown · unknown resource · en - ### [Tracing the thoughts of a large language model](/security-and-red-teaming/safety-and-alignment-evals/tracing-the-thoughts-of-a-large-language-model/index.md) Creator not supplied; see original source. Anthropic interpretability research tracing internal mechanisms of Claude with attribution graphs. Advanced · unknown · unknown resource · en - ### [A Mathematical Framework for Transformer Circuits](/security-and-red-teaming/safety-and-alignment-evals/a-mathematical-framework-for-transformer-circuits/index.md) Creator not supplied; see original source. Anthropic Transformer Circuits paper A Mathematical Framework for Transformer Circuits (2021). Expert · unknown · unknown resource · en - ### [On the Biology of a Large Language Model](/security-and-red-teaming/safety-and-alignment-evals/on-the-biology-of-a-large-language-model/index.md) Creator not supplied; see original source. Anthropic Transformer Circuits paper On the Biology of a Large Language Model: attribution graphs on Claude 3.5 Haiku. Expert · unknown · unknown resource · en [Plain-text Markdown copy](/tags/interpretability/index.md)