2025-01-18

AI features are easy to demo and hard to make useful

Why AI ideas often feel exciting in presentations but harder to trust inside real workflows.

AI features often look impressive in isolation because they compress complexity into one moment. Real usage is less generous. People need to know when to trust the result, how to recover when it is wrong, and what the system is doing on their behalf.

That means useful AI work is usually less about spectacle and more about interaction design, confidence, and control.