THREAD
THREAD is a detection engine that identifies remixes, memes, and clip‑farm content at upload using perceptual, structural, and semantic signals. It delivers a binary verdict (REMIX or NO MATCH) with immutable audit logs, enabling platforms to enforce attribution and compliance automatically
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Detection Engine Module – perceptual, structural, and semantic signals wired into composite thresholds.
• Calibrated Thresholds – tested across multiple asset pairs for reproducibility and audit safety.
• Audit Logs – JSON/CSV records showing scores, verdicts, and immutable IDs.
• Documentation – integration guide, capsule overview, compliance framing.
• Integration Support – 60–90 days of calibration and deployment assistance
