LearnAI
Module 15 · AI + fresh data and search (Pro) · Lesson 1/5
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Task

The problem of outdated knowledge

What is important to know about the model's knowledge boundary? Return JSON {"facts": [list of 2+ facts], "why": "briefly"}.

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The model doesn't know yesterday
💡 A bit of theory

The model has a knowledge boundary (cutoff) - a date after which it knows nothing about the world. Key facts: the model is not aware of recent events, prices, news and updates - but if you ask, she can confidently invent; her “knowledge” is static and does not update itself; For up-to-date data, you need an external source (search, API) connected to the model. Sign of a problem: a question about fresh or changing, and the answer sounds confident, but incorrect. Rule: the model knows the world only up to its learning boundary and does not update itself - for fresh or changing data, connect an external source, otherwise you will get a confident invention.

How it's graded · passing score 70

  • 1Valid JSON without text around it30%
  • 2There is an array facts and why35%
  • 32+ facts: there is a cutoff, it doesn’t know what’s new, it doesn’t update itself, you need an external source35%
Your promptClaude ⌄