AI Content & Human Review

Course lessons, exercises, and notebooks on SophiArch are drafted with AI assistance and reviewed by a human subject-matter expert before publication. AI tools help us produce and update technical content faster; the review step checks for accuracy, relevance, and that the material reflects current practice.

Before a lesson goes live, a reviewer verifies that code runs as described, technical explanations are correct, and the content matches the stated learning outcomes. Lessons are revised after review when issues are found.

This disclosure applies to instructional content (lessons, exercises, video scripts, notebooks). It doesn't apply to your own coursework, or to AI tools you choose to use while completing exercises — see our Acceptable Use Policy for that.

If you spot an error in a lesson, let us know — corrections are reviewed and published as updates to the affected material.