There is significant social pressure in the AI conversation to be current. To know what the newest model can do, to have tried the latest tool, to be adopting the workflow that everyone is talking about this week. Falling behind feels like a risk. Being ahead feels like an advantage. This framing is worth questioning. For a specific type of professional: operators running real businesses with limited time and limited tolerance for expensive mistakes, being two steps behind the frontier is often a better position than being at it. Not because the frontier isn't interesting. Because the cost of being at the frontier is real and often underestimated, and the value of proven, stable approaches compounding over time is real and often underestimated in the opposite direction. ------------- Context ------------- The AI frontier moves fast by design. New models, new capabilities, new tools, new integration possibilities: the rate of change is genuinely high and the announcements are genuinely exciting. For researchers, developers, and people whose professional identity is built around understanding what AI can do, being at the frontier makes sense. The knowledge they develop has direct value. For a solopreneur running a consulting practice, a coach building a client roster, or a small business owner trying to serve customers well, the value of being at the frontier is more ambiguous. The newest capability doesn't always map to a real workflow need. The newest tool often has rough edges that take time and effort to work around. The newest workflow that everyone is talking about may still be in the iteration phase where the failure modes haven't fully emerged. The early adopter premium in AI adoption is real when you're in a position to absorb the cost of being early: the learning curve, the unstable tools, the workflows that need rebuilding when the tool changes significantly, the time spent evaluating things that turn out not to be useful. For operators with limited margin for that kind of overhead, the early adopter premium is often negative.

In this video, I'l teach you how to get the most out of your Claude subscription. You'll learn how tokens work and get some concrete things you can do right now to reduce your usage. Enjoy! :)

Seriously. Not how far you still have to go. Not the goal you haven't reached yet. Not the thing you're still trying to fix. How far have you come? The person you are today knows things, has survived things, and has overcome things that would've felt impossible a few years ago. Growth has a funny way of becoming invisible once it becomes normal. So before you focus on what's next, take 60 seconds and answer this: What's one thing about your life today that a younger version of you would be proud of? Drop it below. 👇 Let's celebrate some wins today.