The Treewalker module probes a model's latent parametric memory by analyzing per-token log probabilities to explore alternative branching pathways across paired ungrounded and grounded runs.
flowchart LR
A[Brand Prompt] --> B[Token Logprobs Extraction]
B --> C{Alt Token >= Threshold?}
C -- Yes --> D[Branch Completion Prompt]
C -- No --> E[Primary Output]
D --> F[Gap Analysis vs Grounded Run]
E --> FReferenced by