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How Levels & Freshness Work

All levels

Two small conventions make AILmanac easy to navigate and easy to trust. Master them once, and every page becomes faster to read and easier to rely on.

What you'll learn
  • Read the four level badges and know which pages are written for you
  • Spot a freshness stamp and interpret an old date correctly
  • Tell evergreen pages from volatile ones at a glance
  • Know where every model fact lives — the single source of truth

Convention 1: level badges

Every page starts with a badge telling you who it's for. Here are all four, exactly as they appear:

  • Beginner No prior knowledge assumed. Start here if you're new.
  • Intermediate You've used AI a bit and want to go deeper.
  • Advanced Building things — agents, the API, custom setups.
  • All levels Useful at any level.

Badges rely on text, not just color, so they work for everyone (including screen readers and color-blind readers). Skip what's above your level — or stretch into it when you're ready.

Pro tip
  • Want the pages strung together in a sensible order for your reader type? Follow a Learning Path.

The Learning Paths string pages together in a sensible order per reader type.

Convention 2: the freshness stamp

AI moves fast. Anything that changes — model names, prices, limits, UI labels, beta features — is a volatile fact, and on AILmanac those carry a stamp like this:

How to read what you see:

  • Evergreen pages (concepts like "what is an LLM") don't carry a date — they don't go stale, so a date would be noise.
  • Volatile pages show the date so you know how current the specifics are.
  • An old date isn't a bug — it's honesty. It tells you to double-check that particular fact rather than assume.
Watch out
  • When the date looks old, don't treat the specific number or label as gospel — open the linked official source and confirm. The source always wins over the page.

How to use both conventions on any page

Guided walkthrough1 of 4
  1. Glance at the badge under the title. If it's above your level, skip it for now or stretch in when ready; if it matches you, dive in.

The one hard guarantee

Model identities live in one place — the Current Models & Pricing table — kept verified and dated. No model fact is hard-coded elsewhere; everything links there. So there's a single source of truth to trust.

Why this matters

A guide that's confidently out of date is worse than no guide. These conventions let us be complete without pretending nothing changes — and let you calibrate how much to trust any given line.

Lock it in
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Check yourself

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  1. A page shows a 'last verified' date from several months ago. What does that mean?
  2. Why do badges use text and not just color?
  3. Where do model identities live?
Key takeaways
  • Four badges (beginner, intermediate, advanced, all) tell you who a page is for — and they use text, not just color.
  • Volatile facts carry a 'last verified' date plus an official source link that always wins; evergreen pages carry no date.
  • An old date is honesty, not a bug — verify, don't assume.
  • All model identities live in one verified, dated source of truth: the Current Models & Pricing table.

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