Ungrounded Treewalker probes static parametric memory using token-level logprobs and tree-branching, whereas grounded mode uses live Google Search to discover real-time associations, enabling a holistic analysis of discrepancies between training memory and live search reality.
sequenceDiagram
participant User
participant Treewalker
participant Ungrounded as Gemini (Parametric)
participant Grounded as Gemini + Search
participant Curator as Holistic Analysis
User->>Treewalker: Start Paired Run (Domain)
par Ungrounded Path
Treewalker->>Ungrounded: Query with Logprobs (N runs)
Ungrounded-->>Treewalker: Tokens + Alt Branches
and Grounded Path
Treewalker->>Grounded: Query with Web Search (N runs)
Grounded-->>Treewalker: Grounded Associations
end
Treewalker->>Curator: Compare Aggregates
Curator-->>User: Memory vs Search DiscrepanciesReferenced by