ChatGPT Does Not Care How Old You Are

A few weeks ago I got served an ad for a course called something like "how to learn ChatGPT if you're over 40." I am not over 40. The targeting was off by enough years that I should have felt flattered and instead felt mildly insulted, which is a very specific emotional register that only ad algorithms can reliably produce. Then the same ad followed me onto a second platform, and a third, until I started to suspect the model had quietly decided I had the technological reflexes of a man being handed his first VCR.

I clicked through, the way you poke a bruise. The pitch was the same one I have now seen a hundred times. Your age is the obstacle. We have the bridge. Card details here.

This is not a new genre. It is the exact same energy as the prompt engineering courses that detonated across the internet two years ago, which were themselves the same energy as everyone becoming a DeFi expert the year before that. A useful technology shows up, the early people pile in, the curious mainstream follows, and then a layer forms on top of all of it selling the distance between hearing about the thing and understanding the thing. The age angle is just this season's costume.

What the people actually using it told me

The interesting part is that the people on the other side of this supposed gap keep refusing to play their role.

I have spoken to people in their 60s who picked up prompt engineering almost immediately, because they watched the entire arc of computing happen in real time and were not intimidated by yet another box that takes typed instructions. One person in their mid-60s put it plainly. The people who learned to write and code before AI existed often know exactly what they want out of these systems and exactly how to drag them there. They taught themselves programming languages with no teachers and no manuals, just poking at things until the things worked, which is, when you strip away the marketing, the entire skill.

A teacher who runs AI sessions for seniors told me her 70-plus students kept finding use cases she had not thought of herself. That is not a heartwarming exception. That is what happens when you give a curious adult with decades of accumulated problems a tool that responds to plain language. They do not need a younger person to translate.

The thing you actually need

Across the work I have done, the pattern is boring and consistent. AI literacy is not age. It is three unglamorous things.

You need just enough understanding of the machinery to find your way around. Not the maths. Just the shape of it. What the user sees versus what is happening underneath, where your data ends up, how one system talks to another. You do not need to build the engine. You need to know which pedal does what.

You need a real problem. Something that genuinely matters to you, not a hypothetical from a worksheet. Without a problem you actually care about solving, everything you learn evaporates by the weekend, the way a language you study for a holiday you then cancel evaporates.

And you need real time, in real blocks. Not the "15 minutes a day for 28 days" the apps promise, which is the learning equivalent of trying to fill a bath with an eyedropper. Two focused hours a week for a month will beat that into the ground, because momentum compounds and fragments do not.

None of those three has a birthday attached.

What this is really selling

The tools were built to be talked to. The interface is a chat box. The whole point of the design was to remove the arcane part. Which makes the "becomes mysteriously harder after 40" framing not just wrong but the precise opposite of what the product is. The learning curve that exists is about figuring out what is even possible and getting better at asking, not about decoding some skill that quietly corrodes on your fortieth birthday.

What the age-gap funnel actually sells is a feeling. It tells you that you are behind, that there is a special door for people like you, and that the door has a price. The fix is not to buy the course. The fix is to notice the move.

So here is the only homework. Pick one real problem you have this week, the dull kind, the kind that eats forty minutes you would rather spend elsewhere. Open the chat box. Describe the problem like you would to a competent colleague who has no idea of your context. Watch what comes back, tell it what was wrong, and go again. Do that for an hour. You will have learned more than the funnel was ever going to teach you, and the only thing it will have cost you is the belief that your age was the thing standing in the way.