[NLP] Sparse AutoEncoders

[nerdai]

Book

nlp

Pocket Reference Title

Sparse AutoEncoders

Proposed Content

• A new section for Mechanistic Interpretability
• And within this section, a new pocket ref for Sparse Auto Encoders

Rationale

we need this

Content Types

• Theoretical foundations
• Mathematical formulations
• Code examples
• Diagrams/visualizations
• Practical applications
• Common pitfalls/challenges

Additional Resources

https://www.anthropic.com/research/mapping-mind-language-model