Treewalker repeatedly queries a model's ungrounded memory while analyzing token-level logprobs, branching into alternative token paths at decision thresholds, and aggregating appearance rates to map the model's association landscape for a brand.
flowchart TD
A[Brand Query] --> B[Model Parametric Generation]
B --> C[Analyze Token Logprobs]
C --> D{Alt Token Prob > Threshold?}
D -- Yes --> E[Branch Alternative Paths]
D -- No --> F[Continue Primary Sequence]
E --> G[Aggregate Over N Runs]
F --> G
G --> H[Association Map & Discovered Entities]Referenced by