2026 has a different energy from the last few years.
In 2023–2025, the question was: “Can we do something impressive with AI?”In 2026, the question has become: “Can we do it reliably, securely, and at a cost that doesn’t explode once real users arrive?”
That shift matters. Because when AI moves from experiments to operations, the “cool demo” stops...
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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