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How I Study AI - Learn AI Papers & Lectures the Easy Way

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AllBeginnerIntermediateAdvanced
All SourcesarXiv
#knowledge editing

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models

Intermediate
Hengyuan Zhang, Zhihao Zhang et al.Jan 20arXiv

This survey turns model understanding into a step-by-step repair toolkit called Locate, Steer, and Improve.

#mechanistic interpretability#residual stream#attention heads

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EtCon: Edit-then-Consolidate for Reliable Knowledge Editing

Intermediate
Ruilin Li, Yibin Wang et al.Dec 4arXiv

Large language models forget or misuse new facts if you only poke their weights once; EtCon fixes this with a two-step plan.

#knowledge editing#EtCon#TPSFT

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