Before It Reaches Students (BIRS) — AI Quality-Control Toolkit

Looks ready is not the same as ready to teach.

  Before It Reaches Students (BIRS) is a practical quality-control toolkit and field guide for educators     

  reviewing AI-generated teaching materials before they reach a real classroom.

  WHAT IS INCLUDED IN YOUR DOWNLOAD:

  • 01 Field Guide (24-page PDF): The 10-minute rapid review routine, 12 non-negotiable checks across 4 gates, and 3 worked real-world repairs.

  • 02 Printable Forms (A4 & US Letter): Fast-pass scorecard, issue tracking log, and claim verification worksheet.

  • 03 Prompt Library: 5 ready-to-use review prompts to inspect AI drafts without self-certification bias.      

  • Official SHA-256 Provenance & File Integrity Verification.

  Educational Series: Aula Vital

  Publisher: Aula Vitae Kāhui (www.aulavitae.org)

  Edition: 01 · First Field Edition (2026)