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WhatsApp Will Soon Warn Users Before They Get Scammed

Meta is introducing an AI-powered Scam Alert feature on WhatsApp that can detect potentially fraudulent messages and warn users before … Read More The post WhatsApp Will Soon Warn Users Before They Get Scammed appeared first on ProPakistani .

WhatsApp Will Soon Warn Users Before They Get Scammed

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RAG vs. Direct Context: I Tested Both on Real Documents, Here's What Broke

A hands-on test of BGE-M3 + Qwen3 (RAG vs. direct-context answering) on a real research paper and a full-length book including a retrieval bug hiding in a footnote, and one surprisingly good model…

  • RAG and direct-context answering tested on real documents
  • RAG failed with full-length book, retrieved footnote as main contribution
  • RAG excelled with specific question about book, identified lack of relevant context

AWS WAF Challenge: blocking bots before they reach the application

Quand on m’a appelé, l’attaque durait depuis environ une semaine. Elle visait la page de connexion d’une application historique qui générait son HTML côté serveur.

  • Attack targeted legacy application's login page
  • Million queries from vast IP addresses, ineffective IP blocking
  • AWS WAF Challenge feature placed at infrastructure layer

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