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Filipino Developer Launches Free AI Tool to Help Users Spot Scam Messages

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A developer has built Check Mo Muna, a free scam-risk analysis tool tailored for Filipino users who want to verify suspicious messages before clicking links or making payments. Users can paste text or upload screenshots, which are processed through OCR, deterministic cybersecurity rules, and AI in a multi-stage pipeline. The system's risk engine weights deterministic rules at 70% and AI at 30%, prioritizing predictability while using AI for contextual understanding. Rather than labeling senders as definitive scammers, the tool provides warning signs, a risk score, and actionable recommendations. The MVP is currently live at checkmomuna.vercel.app and is free to use.

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