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SYSTEM STATUS
OPERATIONAL
SECURE CONN.
Privacy & Data Policy
THREAT LEVEL: LOW
2026-09-16 :: UTC

    Analysis · Agent 03

    Sarcasm Signal

    A secondary check that runs only when the classifier is unsure, so an officer can see whether wording may reverse the apparent meaning of a post.

    Placeholder — rule-based, not a trained model

    Pattern matching over a fixed English marker list. The score is not a calibrated probability and must never be presented to a court or to a subject as evidence of intent.

    Case files

    Total cases created by the pipeline.

    Scored for sarcasm

    Only cases whose confidence landed in the ambiguous band reach this agent.

    Flagged sarcastic

    Scored at or above the 0.4 threshold.

    Test the heuristic

    Runs the exact function the pipeline uses. Nothing is saved and no case file is created.

    The rule, in full

    Cases carrying a sarcasm score

    ContentCategoryConfidenceSarcasmAuthorRecorded