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I Built a Filipino AI Scam-Risk Analyzer - Here's How It Works

Community description: How I Built Check Mo Muna: An AI Scam-Risk Analyzer for Filipinos Scam messages are getting harder...

Dev.to | Sep 13, 2026 | Samuel Mallo

Automated excerpt

The system uses OCR, deterministic cybersecurity rules, and AI to identify potential phishing, fraud, payment scams, social engineering, and other red flags. The interesting part is that AI doesn't make the final decision. screenshots are first processed with OCR, then the extracted text is evaluated by deterministic cybersecurity rules and AI. This helps keep the system more predictable while still allowing AI to understand context.

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