Use an evidence boundary
- Approve the source URLs or private text/HTML files that define technical authority for the project.
- Map course topics and objectives to source coverage before treating the plan as production-ready.
- Validate generated content against the approved evidence rather than silently adding unrelated web sources.
- Treat missing evidence as missing evidence—not as permission to invent an answer.
- Route inconclusive high-risk claims to SME review instead of fabricating certainty.
Keep downstream artifacts inside the same boundary
Assessments, labs, job aids, media labels, and other deliverables can introduce errors even when the main lesson is correct. Quality control needs to check those artifacts against the same approved courseware and source authority.