Audited Comments
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Across Karhutla topic search
Flagged Buzzers
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Deflection & astroturf accounts
PR Spin Videos
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Greenwashing & deflection clips
Ground Voices
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Verified affected citizens
Astroturf Rings
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Cross-post copy-paste scripts
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Epistemic Guardrails
Uses deterministic text clustering and TypeSafe Jev (System One) cognitive underwriting. Dissenting opinions are never flagged; only multi-account duplicate scripts or high-confidence deflection ($P(\text{Astroturf}) \ge 0.70$) are indexed.
Victim Shielding Policy
To protect authentic ground-zero residents from troll swarming, doxxing, or malicious bot mass-reporting, citizens' handles are masked and direct profile links are omitted. We amplify their verified lived testimony without exposing them to retaliation.
Direct Comment Reporting
Clicking "Verify Comment" opens TikTok and directly highlights that exact comment. Use the comment's ··· menu to report it for "Harmful Misinformation" or "Frauds & Scams / Inauthentic Behavior".