Circuit Tracing

Trace specific computational pathways a model uses to transform inputs into outputs.

●●●●● Complexity

Circuit tracing attempts to identify the internal pathways (features, neurons, attention heads) responsible for specific behaviors.

Why It Matters for Agents

Agents rely on planning and “reasoning traces”, but these traces can be unfaithful. Mechanistic understanding could improve debugging and safety.