
Figure 31.1 Documenting AI use strengthens accountability and learning.
CLUSTER 31 — LANDING PAGE
Teaching Students to Document and Explain AI Use
Introduction
In professional settings, being able to explain how and why AI was used is as important as the final message itself. Documentation turns AI use from a shortcut into a transparent, defensible process.
Documentation as a Communication Skill
Effective instruction teaches students to:

Figure 31.2 Clear documentation makes AI-assisted communication transparent.

Figure 31.3 Documentation supports integrity and accountability.
Key Takeaway
If students cannot explain AI use, they do not yet own the work.
Documentation promotes transparency, accountability, and learning by requiring students to explain how AI supported their communication.