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...
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