Yes, some people are way ahead of you on AI. It matters less than you think.

Yes, some people are way ahead of you on AI. It matters less than you think.

The field moves so fast that head starts deprecate quickly. The people who got in early spent their first 18 months fighting model limitations that no longer exist and discovering dead ends that are now well documented. You can cover that same ground in a couple of months, because you're learning on better models, with better tools, on paths they had to clear by hand.

And once you're caught up, you're in the same boat they are: experimenting at a frontier where everyone is feeling around to find the best techniques and patterns.

For most of my life I assumed I was just good at some things and bad at others. It took me embarrassingly long to notice that the things I was "good at" were just the things I'd practiced. There was no talent gap. There was a reps gap. AI is the same, except the reps compound faster than any skill I've learned.

That knowledge can't be handed to you either. AI certifications are a lagging indicator wrapped in a credential. By the time something is stable enough to teach, the frontier has moved. You're buying a map of last year's territory.

The real knowledge gets built in your own head, against your own problems, one failed attempt at a time. Every weird output you chase down adds a connection. Eventually the connections get dense enough that people start calling you AI native.

So take a real problem from your actual work and use AI to automate it or make it easier and better. Things will break. Figure out why it broke. Go again. One honest loop teaches more than a month of content consumption.

The gap between you and the people that seem ahead is months of doing, not years of talent. The gap only grows if you keep watching instead of doing.