What Building AI in 2025 Actually Taught Us
January 8, 2026
In 2025, AI development moved out of controlled environments and into everyday use at a scale many teams were not fully prepared for. Models that performed well in testing began
In 2025, AI development moved out of controlled environments and into everyday use at a scale many teams were not fully prepared for. Models that performed well in testing began
In 2025, AI development moved out of controlled environments and into everyday use at a scale many teams were not fully prepared for. Models that performed well in testing began interacting with real users, real data, and real constraints. That shift exposed lessons that could only be learned through experience.
