Why this exists

I started this as a glossary for myself. I kept running into the same words — quantization, latent space, tensor — nodding along, and then quietly looking them up again an hour later. So I wrote them down in plain language. But the longer I did it, the more I realized the glossary was the small version of a bigger thing I actually believe.

AI is not good or evil

Like just about everything humans have ever built — fire, the printing press, the engine, the internet — AI is neither inherently good nor inherently bad. It’s an amplifier. It takes whatever we point it at and makes more of it, faster. What it becomes is a question about us, not about the technology. That’s not a comforting answer and it’s not meant to be. It just happens to be the true one.

A lot of the fear is justified

I want to be clear that I’m not here to tell anyone to relax. A lot of the fear around AI right now is earned. The disruption to how people make a living is real. The flood of synthetic, hard-to-verify information is real. The concentration of enormous power in a handful of companies is real. Pretending otherwise would be its own kind of dishonesty.

But a lot of it is also misdirected

Here’s the part that’s harder to say: a lot of the fear is also pointed at the wrong things. And the reason is simple — this stuff is genuinely difficult to wrap your mind around. Not “you’re not smart enough” difficult. Nobody fully understands what’s happening inside these models, including the people who build them. We know how to train them; we can’t fully explain what they learn. When something is that opaque, fear rushes in to fill the gap. We’re frightened of the shape we can’t quite see.

You can’t have a sane relationship with something you refuse to understand.

The thing science fiction missed

Jason Pargin has a great bit about this. For all the things science fiction got right about the future — the video calls, the tablets, the pocket computers — almost nobody imagined how profoundly the smartphone would actually reshape us. Not the device. The rest of it: social networks, the attention economy, the quiet collapse of privacy, the way it rewired how we talk to each other and even how we think. The hardware was easy to predict. The transformation was invisible until we were already living inside it.

AI is the same. We spend our energy arguing about the dramatic, cinematic fears — the robot apocalypse, the rogue superintelligence — while the actual shifts are happening somewhere we’re mostly not looking. The boring, structural, everywhere-at-once changes are the ones that matter, and they’re the hardest to see precisely because they’re everywhere.

So this is my small attempt

I’m not trying to tell you AI is fine. I’m not trying to tell you to panic. I’m trying to make the thing legible — because understanding is the prerequisite for everything else, whether that ends up being fear or hope or, more likely, some honest mix of both.

That’s all this site is. A working notebook. A glossary, some notes, the occasional deep dive — every one of them in service of that single idea: you get to have an opinion about AI once you understand a little of how it actually works. I’m still figuring it out myself. This is me doing that out loud.