Transparency

We disclose the AI rather than disguise it. Here is how this platform uses AI, what stays human, and how you can verify or dispute anything.

What the AI does

  • Presents lessons and answers questions, grounded in the course material with citations.
  • Refuses/abstains when an answer is not supported by the material (hallucination guard).
  • Adapts pacing and difficulty to each learner.

What stays human

  • A human of record reviews course content.
  • You can dispute any answer or grade; a human reviews it.
  • Optional human-led and hybrid class tracks are available.

Your data and choices

  • Biometric/face features are opt-in and consent-gated, with a name-only fallback.
  • Content authenticity can be verified (content credentials / provenance).