Prompt De-Biasing & AI Fact-Checking Lab

Forensic Scanner

1. Prompt Forensic Input

Presets:

Token Vulnerability Map

Sycophancy Trap (Seeking Agreement) 0%

Leading Confirmation Framing 0%

Unqualified Absolutes 0%

Nostalgia / Historical Drift 0%

2. De-Biased Synthesis & Counter-Probing

Composite Risk Index 0

Primary Epistemic Threat -

Synthesized Neutral Inquiry

Detected Vulnerability Patterns

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