How it works · 1 of 4
You tune for one signal: can I trust this? And the noise is now high enough that, trustworthy or not, you can't tell the difference. You already know what this sounds like — a radio station with static. Drag the slider around and apply the filter.
drag it around · then press filter
Signal
Writing which holds up under scrutiny. The reasons underneath it are real, and you could check them yourself if you chose to.
Noise
Writing which sounds convincing yet contains little substance. Not necessarily lies. Just confidence without coherence.
The signal-to-noise ratio was better before AI — because writing took effort.
Writing a page that sounded well-reasoned took a person a couple of hours. Those hours were a cost, and the cost meant most people did not bother unless they actually had something to say.
That cost was quietly doing an important job, and nobody knew it was there.
The production cost for writing has now gone to zero.
A machine now produces a page that sounds thoroughly reasoned in about four seconds, for roughly no money, as many times as you ask it to.
The good writing didn't die. Or get lost. It's buried. Under a mountain of data, growing bigger by the day.
You can't fix this by reading harder. Or longer.
That's what most people are trying to do: read more slowly, trust less, fact-check on their own. It works for a while, until it doesn't, because the data arrives faster than any person can manage, or absorb, or digest. Past a certain point, concentrating harder costs you an evening and you still don't have answers.
Machines struggle also, because they don't get to choose what to read. A large language model absorbs everything — the solid, the hollow, the vapid — and nothing in any of the content it absorbs tells it which is which.
You place a filter in front of the receiver.
You build something that tells the three apart quickly, the same way every time, on everything that comes in — before a person has to spend an evening on it. It does not decide who is right. It only separates writing that carries its claim from writing that does not.
The filter works because it knows the shape of the sound it listens for. Noise can imitate the sound of good reasoning, but it cannot cheaply fake the structure.
That is the heart of the product. It is a filter, and filters are boring. Boring is exactly what you don't want to spend your time on — and boring is exactly what you want standing between you and the noise. The next three pages show how it is built.