Timeless Fact vs In the News: Why Topicly Is Not a News Feed

A "Timeless fact" discovery is about something that will still be true next year. An "In the news" discovery is grounded in recent news, specifically articles a moderator added in the last 48 hours. Both arrive at a time you picked, once per slot, and then the app stops. That stopping is the whole point: Topicly is built as a daily discovery, not a news feed.

This post explains what each label means, what we deliberately left out, and why we think a smaller, calmer information diet is worth trying.

#What do the two labels actually mean?

Every discovery carries one of two labels.

Timeless fact covers ideas that don't expire. "You are made of stardust." is a good example. The chemistry of how heavier elements formed inside stars was true a billion years ago and will be true when you reread it in five years. The same goes for "Your brain after lights out." or "How a machine finds a pattern." These are the kind of things you can learn once and carry around.

In the news covers something connected to what is happening now. If you follow AI, that might be a discovery built around a recent model release. If you follow Liverpool, it might be about a result or a transfer from the last couple of days.

The label sits there so you know how to hold what you read. A timeless fact is something to remember. A news-grounded piece is something to be aware of, and it may look different in a month.

#Where does the news come from?

This part is easy to misunderstand, so we will be specific.

Topicly does not run an automatic crawler that pulls every headline from the web. News grounding comes from articles that a moderator added in the last 48 hours. When a discovery is marked "In the news", the AI wrote it with those recent articles as background.

That design has trade-offs, and we would rather state them than hide them:

• It is slower than a news app. If something happened an hour ago, Topicly may not know yet. A discovery is also prepared about 30 minutes before your chosen delivery time, so there is a small built-in lag even when the news is in.
• It is narrower. A human choosing articles means fewer inputs than a crawler would pull in. We think that is mostly a feature, but it does mean you will miss things.
• It is still AI-written. Every discovery shows the line "This discovery was generated by AI and may contain errors. Check original sources for important decisions." On higher plans, independent AI reviewers check a draft before it is stored. That is AI review, not fact-checking against sources, and it matters more for news than for timeless material, because recent events are where details are most likely to be wrong or still changing.

So: if you need to know what happened this morning, open a proper news source. Topicly is not trying to replace one.

#Why not build a news feed?

Because feeds are designed to keep going, and that is the problem we wanted to avoid.

A feed has no natural end. You finish one item and the next is already there. It rewards checking, and checking becomes a reflex. Most of us know the feeling of opening an app for one thing and looking up twenty minutes later with nothing specific to show for it. Our older post on doomscrolling alternatives covers this pattern in more detail.

Topicly works differently in a few concrete ways:

You pick a delivery time for each topic, say 07:40 or 21:15, and the push arrives then. Once you have read it, you are done. If you want more, "New discovery on this topic" gives you an extra read on demand, but it is capped by your plan's daily allowance. On the Free plan that is one topic, one delivery time, and one on-demand read a day. There is no feed underneath to fall into.

#Why favour timeless facts at all?

News is loud and short-lived. Most headlines that feel urgent on Monday are irrelevant by Friday, and very few change anything you will actually do. That is not an argument for ignoring the world. It is an argument for proportion.

Timeless material works the other way. An idea like compounding, the one behind "Small changes. Compounding effects.", keeps paying off every time you meet a new situation where it applies. Knowing how memory consolidates during sleep is useful for decades. These ideas build on each other, and they are easier to remember because they connect to things you already know.

There is also a practical reason. The quiz after each discovery, "Three quick questions", works best on material worth keeping. Being tested on a transfer rumour has limited value. Being tested on why the Moon drifts about 3.8 centimetres further from Earth every year is the kind of thing that sticks, and that you might bring up at dinner. We wrote more about that in why every discovery ends with three questions.

#What does a calm information diet look like?

Nobody needs a strict system. A few habits go a long way, and Topicly can cover part of it.

Decide when you take things in. Setting a fixed time for new information, and letting the rest wait, removes most of the urge to check. In Topicly that means choosing delivery times per topic instead of opening the app whenever you are bored.

Keep news and learning in separate places. Use one or two trusted news sources, checked once or twice a day. Use Topicly for curiosity: space, history, psychology, or a goal of your own written as a custom topic.

Notice which topics you actually care about. In the Library you can mark discoveries as Interested or Not interested, and those signals steer what you get next. If the news-grounded pieces on a topic don't interest you, say so.

Let things go unread. Missing one news story rarely matters. Missing the habit of thinking about something slowly probably does.

Our guide on avoiding information overload goes further into this, including how to trim the inputs you already have.

#Who is this for, honestly?

If you want to follow every development in a fast-moving area in real time, Topicly will frustrate you. It is too slow, too selective, and too calm by design.

If you want to understand a subject better over months, and hear about the bigger news in it without being buried, it fits well. Most people who follow a topic like football or AI are closer to the second group than they think.

Here is one thing to try this week. Pick a single topic you currently follow through news alerts. Turn those alerts off for seven days, set one Topicly delivery time for that topic instead, and note at the end of the week whether you felt less informed or just less interrupted.

Topicly is coming soon to iPhone and Android, and you can keep an eye on the download page for launch.