{"type": "article", "title": "WhatsApp Begins Limited Beta of On-Device Scam Alert", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/whatsapp-begins-limited-beta-of-on-device-scam-alert", "original_source": "https://letsdatascience.com/news/whatsapp-begins-beta-of-on-device-scam-alert-56e906c9", "published": "2026-08-13T08:31:32+00:00", "accessed": "2026-08-13", "id": "whatsapp-begins-limited-beta-of-on-device-scam-alert"}