Causal Tracing

Why it matters

Causal tracing localizes knowledge. Understanding shapes editing methods.

The architecture

Sweep patches across (layer, position).

Heatmap of effect.

Identify critical states.

How it works end to end

Meng et al. ROME + MEMIT.

Factual recall localized to mid-layer MLPs.

Enables targeted editing.