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Editorial standards

Know.it teaches with AI-generated lessons. Here's how we keep them accurate, useful, and honest — and how we fix mistakes.

How lessons are created

Most lessons are generated on demand: a large language model plans the explanation, our scene engine renders the visuals, and a text-to-speech voice narrates. Curated reference pages (like our explained topics) are written and reviewed by a human before publishing.

Our accuracy principles

  • Teach the mainstream understanding. Lessons aim to reflect the widely accepted, textbook-level explanation of a topic.
  • Clarity without distortion. We simplify to make ideas accessible, but we avoid simplifications that make something wrong.
  • Show, don't mislead. Visuals are illustrative; diagrams and animations are designed to aid understanding, not to imply false precision.
  • No medical, legal, or financial advice. Lessons explain general concepts; they are not personalized professional advice.

Known limitations

Because lessons are AI-generated, they can occasionally contain errors, outdated information, or oversimplifications. We treat Know.it as a fast, vivid first explanation — a springboard for understanding — not as a citable primary source. For high-stakes decisions, verify with authoritative references.

Corrections

Found a mistake? Tell us and we'll fix it. Email hello@knowit.guru with the lesson link and what's wrong. We review reports promptly and can unpublish or regenerate affected lessons. See also our AI transparency page.