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AI Reality Gap: The Difference Between AI Demos and Production Systems
The AI Reality Gap is becoming one of the most important concepts for developers, founders, and business leaders to understand. Every day, social media is filled with examples of applications being built in minutes, products launched overnight, and entire workflows automated through AI tools.
What rarely gets discussed is what happens after the demo.
A working prototype is not the same thing as a production-ready system. The moment an application encounters real users, security requirements, scaling concerns, integrations, and operational demands, the true complexity begins to emerge…
The skinny
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