Generative AI looks effortless on the surface. You type a prompt, and out comes a polished answer, a plan, a piece of code, or a draft that feels surprisingly human. But anyone who has tried to move from a demo to a real product knows the truth: the magic isn’t the prompt—it’s the system behind it.
That system is shaped in one critical phase of the GenAI...
Not long ago, deepfakes were mostly associated with viral videos and internet pranks. Today, they’re something far more serious. By 2026, deepfake technology has become a practical tool for fraud, manipulation, and large scale cybercrime and businesses are right in the crosshairs.
The most unsettling part isn’t just how realistic deepfakes have become. It’s how effectively...
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