Frontiers
Most of AILmanac documents how things work: features, settings, prices, commands. Frontiers is different. It's where we put the thinking tools — the lenses that change how you make decisions, not just what buttons you press.
Two kinds of content live here:
- AILmanac's own mental models. Original framings we've found genuinely useful and haven't seen packaged elsewhere. We're upfront that these are our opinionated lenses, not established external fact. If one makes something finally click for you, that's the whole point.
- Real-but-underused ideas. Concepts that are true and important but that most guides skip — usually because they're not tied to a single feature or screenshot.
A good mental model earns its keep in two ways: it survives contact with the real world, and it transfers. The frameworks here are deliberately not about any one model version or price. Those things change weekly (that's literally the subject of the first page). The lenses are meant to outlast them.
What's in this section
| Page | What it gives you |
|---|---|
| The Freshness Half-Life | A way to decide which AI facts to memorize, which to re-check, and which to never trust your memory on — based on how fast each one rots. This is the lens the whole site is built around. |
| The Trust Ladder | Five rungs of autonomy you can grant an AI agent, tied to how reversible and how big a mistake would be. A way to answer "how much should I let it just do?" without guessing. |
How to read these
Treat each page as a tool, not a doctrine. Take the part that's useful, leave the rest. We'd rather give you one framing that reorganizes how you think than ten tips you'll forget by lunch.
If you spot a sharper version of any of these — or have a lens of your own worth sharing — that's exactly the kind of thing we want. See Contribute in 10 Minutes.