AI makes it easier to build the wrong thing with confidence.

That is the part I think a lot of beginner builders and freelancers miss.

The obvious story is that AI makes execution faster. That is true. I can ask an AI coding tool to explain an error, compare implementation options, inspect a project, write code, refactor a screen, generate a QA checklist, or help me pick up where I left off.

That is a huge change.

But speed is not the whole story.