Treewalker extracts token log-probability distributions from ungrounded Gemini runs, identifies alternative candidate tokens above a chosen probability threshold, and spawns targeted branch completions to map the model's associative memory tree before computing statistical aggregation.
flowchart LR
A[Initial Ungrounded Prompt] --> B[Generate Output and Token Logprobs]
B --> C{Alt Token Prob >= Threshold?}
C -- Yes --> D[Spawn Branch Prompt with Prefix + Alt Token]
C -- No --> E[Continue Primary Token Path]
D --> F[Execute Parallel Branch Completion]
E --> G[Map Tokens to Entities]
F --> H[Collect Alternative Associations]
G --> I[Multi-Run Aggregator]
H --> I
I --> J[Holistic Memory Tree Analysis]Referenced by