The case, in a few honest pieces
1. AI is a force for good — especially for the little guy.
The most powerful thing about good AI is that it hands real capability to people who could never afford it before. A solo creator can now do work that used to need a whole team. Someone learning to code, to write, to fix their own car, to understand a scary letter from a bank, can ask a patient question and get a patient answer — at any hour, without being judged.
That's not science fiction. That's a kid in a small town getting tutoring no one in their family could ever pay for. That's someone whose first language isn't English finally being understood. That's a person with a disability getting a tool that meets them exactly where they are. When I weigh AI, I don't picture a robot in a movie. I picture the people it quietly lifts up — and there are a lot of them.
Like any powerful tool, it has to be used with care and with rules. I take that seriously. But the answer to a powerful tool isn't to throw it away; it's to learn to use it well. We did that with electricity, with the internet, with every engine we ever built. We can do it here too.
2. “But is an LLM really AI?” — a kind answer to a fair question.
This is a genuinely good question, and people who ask it aren't being silly. So here's the honest, no-jargon version.
“Artificial intelligence” isn't one single thing — it's a big family of techniques that let a machine do tasks we'd normally call “intelligent.” A chess program is AI. A spam filter is AI. The thing that recommends your next song is AI. A large language model — an “LLM,” the kind of tool behind most chatbots — is one member of that family. It learns the patterns of language from enormous amounts of text and uses them to predict and produce useful responses. By the plain, decades-old definition the field actually uses, that absolutely counts as AI.
Where the disagreement really lives is a different, deeper word: understanding. Does the model “know” what it's saying the way a person does? Is it conscious? Almost certainly not — and I'd never claim it is. But “it isn't conscious” and “it isn't AI” are two completely different statements. A lot of friendly arguments are really just two people using the same word to mean two different things. So when someone says “that's not real AI,” they often mean “that's not a mind” — and on that narrower point, they have a fair case. The tool is still extraordinary. It's still AI. It just isn't a person, and it doesn't need to be one to be useful and good.
3. Embracing the future, instead of clinging to the past.
When television arrived, plenty of people who loved radio were sure it was a mistake — too flashy, too much, the end of something real. Radio didn't die. It found what it was best at and kept going, and the world ended up with both. The people who panicked spent their energy fighting the tide instead of learning to surf it.
I think AI is one of those moments. You can spend the next decade resentful that the tools changed, or you can learn the new instrument and play something nobody could play before. I'd rather learn. Not because I think every change is automatically good — I don't, and I think honest worries deserve honest answers — but because I've never once seen fear build anything. Curiosity builds things. Care builds things. Showing up and learning builds things.
So my hope is simple and not naive: let's keep the human part — the judgment, the kindness, the responsibility — firmly in human hands, and let the tools do the heavy lifting they're good at. That's not surrendering the future to the machines. That's picking it up with both hands and steering.
4. A word to anyone who feels uneasy about all this.
If you're nervous about AI, I'm not writing any of this at you. Your worries are reasonable, and a lot of them — jobs, fairness, getting it right — are exactly the ones we should be talking about out loud. Caring about those things doesn't make you a hater or a dinosaur. It makes you a person who's paying attention.
All I'm asking is that we have that conversation with curiosity instead of contempt, on every side. I'll always tell you when I've used AI to make something. I'll always keep a human — me — responsible for what goes out under my name. And I'll keep the one promise this whole channel is built on: never sell you a certainty I don't have. That rule applies to AI most of all.
A note on how I work: anything I publish with the help of AI still gets a human's eyes — mine. I treat these tools the way I treat every claim that crosses my path: useful, worth checking, and never above being wrong. This page is one person's honest opinion, written by me, with help I'm grateful for.