The Fact & Gap Checker compares unprompted parametric recall against live research findings, categorising each point as confirmed, contradicted, or an unlearned gap.

flowchart TD
    A[Parametric Memory: Model Recall] --> C[Fact & Gap Checker Engine]
    B[Grounded Memory: Web Research] --> C
    C --> D[Confirmed: Validates Model Knowledge]
    C --> E[Contradicted: Corrects Model Distortions]
    C --> F[Gap: Discovers Missing Information]