24 lines
1.2 KiB
Markdown
24 lines
1.2 KiB
Markdown
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## IV. **The Problem with the Current System: Good People Get Flagged, Bad People Slip Through**
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Fraud detection today is built on the illusion of objectivity.
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Rules-based scoring models. Behavioral red flags. Actuarial profiles. Checkbox logic. These systems are meant to catch deception — but what they often catch is *difference*.
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Trauma survivors stumble over timelines. They forget things. They cry at the wrong moments. They freeze up. They contradict themselves not because they’re lying, but because they’re *wounded*.
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Meanwhile, manipulators — particularly narcissistic personalities — often present as calm, collected, helpful. They *rehearse* their stories. They mirror what the system wants to hear. And they pass.
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The result?
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The honest get flagged.
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The practiced glide through.
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This isn’t a system problem. It’s an empathy problem. Or more precisely — a *lack* of forensic empathy. We need tools that understand human variation, trauma responses, and narrative complexity. Not just automation. Not just algorithms.
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What we need is a new kind of listening. A new kind of forensic.
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One that honors the truth without punishing the vulnerable.
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> *Bad actors aren’t just gaming the system — they’re weaponizing it.*
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