Adaptability Is the Durable Advantage

A team I work with recently launched an AI Club, an initiative aimed at getting more people across the organization hands-on with AI, both professionally and personally.

During one of our sessions, I shared an opinion: with new models dropping every week, you don't have to chase every shiny thing. Personally, I pay for most of the major models, but I go deep with one (Claude) and as it evolves, I evolve with it. That's been my approach and it's worked well.

But I kept thinking about that comment over the weekend. Then I came across Matt Shumer's now-viral piece, "Something Big Is Happening," and it reframed things for me.

The Real Skill

As nice as it is to stay with one model forever, the real skill that's going to separate people isn't mastery of any single tool. It's adaptability.

Whatever you're using today is not going to be the same tomorrow. Things are moving at a faster pace than ever before. You don't need to learn every new AI tool that comes out - that's impossible. But you need to be able to adapt when the best model, the best API, the best workflow changes. And it will.

What I Actually Do

Reflecting on this, I realized that while it may seem like I've mainly stuck with one model, the truth is that in the last few months alone I've used everything from Claude to ChatGPT to Gemini to new APIs I didn't know existed, two different vibe coding platforms, multiple database solutions, and more.

And when I'm building, I've made sure to keep things modular enough that if a model stops working tomorrow or something way better comes along, I can swap it out without starting from scratch.

The Takeaway

Find a tool you like, go deep, get comfortable. But make sure you're not so locked in that you can't move when the time comes.

Shumer nailed it: "Adaptability is the closest thing to a durable advantage that exists right now."

Couldn't agree more.