July 2026·8 min read
Mechanistic InterpretabilityAI ResearchTransformersLLMs
Reverse-Engineering Attention Circuits: A Pragmatic Guide to Mechanistic Interpretability
Looking inside the black box of transformer models using induction heads, direct logit attribution, and sparse autoencoders to diagnose model behavior beyond surface-level benchmarks.
Read article→