You've googled something. Maybe how a credit score actually works. Maybe what a central bank does when it raises interest rates. Maybe why your body gets sore after a workout.
You got one of two things.
Option A: a five-word answer that tells you nothing. "It measures your creditworthiness." Great. Thanks. Truly illuminating.
Option B: a Wikipedia spiral. Tab two opens into "monetary policy." Tab three is "macroeconomics." Tab seven is in German somehow. Forty minutes later you know more terms, understand less, and have a headache.
Most explanations are written for people who already know. The textbooks assume prerequisites. The Wikipedia articles assume a PhD. The "simple" explainers talk to you like you're twelve. None of it actually helps.
Then someone actually explains it.
You know the feeling. A friend who works in finance finally tells you what a hedge fund actually does. A doctor who actually has time walks you through how your immune system responds to a vaccine. A developer sits down and explains what's happening inside an LLM.
And something clicks.
You feel smarter. You start connecting dots you didn't know were related. Suddenly three things you half-understood become one thing you actually get. That feeling, when a complex system finally makes sense, is genuinely exciting.
It's also rare. Most people never get it, because most explanations never provide it.
That's the gap distill.md exists to close.
What this is.
One explainer at a time. Written for smart people who aren't specialists.
No prerequisites. No assumed knowledge. No jargon without a clear definition right next to it. Just the thing, explained properly, from the ground up.
We cover five areas where the gap between "what everyone vaguely knows" and "how it actually works" is widest: Technology, Finance, Science, Everyday systems, and AI & ML.
GPS. Credit scores. Vaccines. Supply chains. Large language models. Interest rates. Black holes. How search engines rank results. How hospitals actually run. The things you interact with, depend on, or hear about constantly, but never fully understood.
How each explainer works.
Every piece starts with a short answer. If that's all you needed, great. Stop there. No one's making you read the whole thing.
If you want the full picture, keep going. You get the mechanics. The context. The parts that most explainers skip because they assume you already know them.
And at the end: why it matters. Why understanding this particular thing makes the world make more sense.
Everything you need. Nothing you don't.
A small opinion about knowledge.
Understanding how things work shouldn't require credentials. It shouldn't require the right degree, the right job, or knowing the right people. The world is run by systems, and those systems affect everyone. Everyone deserves to understand them.
Curiosity is a compounding asset. Every system you understand makes the next one easier to grasp. The person who understands how GPS works understands something about satellites, about time, about the limits of precision. That knowledge connects to other knowledge. It makes you better at thinking.
Most "accessible" content dumbs things down. We think that's condescending. You're capable of understanding complex things. You just need someone to explain them properly.
That's what we're trying to do.
Come back when you're curious.
Explore by topic. Read whatever catches your eye. If you want a new explainer every week, subscribe below. No noise, no sales pitches. Just one clear thing, explained well.
If there's something you've always wanted to actually understand, send it our way. We're building this list one question at a time.