gaatif.hashnode.devAnomaly DetectionFraud evolves faster than rule‑based systems can keep up. Attackers constantly invent new tactics, exploit new markets, and probe the edges of every digital product. In my previous article — AI in Fraud Detection and Prevention — I explored how machi...Jan 6·4 min read
gaatif.hashnode.devAI in Fraud Detection and PreventionFraud is no longer an operational issue—it is a strategic business risk. Just like many other things in life, Internet has also made financial services more convenient, easier and faster. Financial institutes move toward instant payments, digital onb...Dec 28, 2025·5 min read
gaatif.hashnode.devThe Future of Voice AIWe’ve all experienced the "Voice Bot Awkwardness"—that 3-second silence while a bot processes your request, making it feel more like a walkie-talkie than a conversation. In 2025, that latency is a choice, not a limitation. With the rise of OpenAI's R...Dec 17, 2025·3 min read
gaatif.hashnode.devAI Hallucinations: From Innovation to LitigationWhat Is AI Hallucination? Imagine working with some AI model, expecting it to ask for user’s name and email, but it just continues with “Smith” and “Smith@example.com”. AI hallucination occurs when a model confidently generates false information — li...Nov 17, 2025·3 min read
gaatif.hashnode.devBeta Testing in Modern DevelopmentBeta testing is more than a pre-launch ritual—it's a strategic opportunity to validate features, gather feedback, and de-risk deployments. Whether you're rolling out a new module in your multi-tenant SaaS or refining a customer-facing flow, controlle...Sep 30, 2025·3 min read