The engine inspects the model's top alternative tokens at each generation step, identifies candidate tokens that exceed a probability threshold, and spawns targeted completion prompts to discover latent brand associations that were suppressed by the greedy generation path.

flowchart TD
    A[Initial Prompt: Brand Association] --> B[Generate Primary Token Stream]
    B --> C{Inspect Logprobs at Each Token}
    C -->|Top Chosen Token| D[Standard Association Output]
    C -->|Alt Token >= Threshold| E[Extract Prefix + Alt Token Fragment]
    E --> F[Prompt Model: Complete Branch Fragment]
    F --> G[Discover Latent Association]