AI Practice Initiative

The AI Practice Initiative develops practical operating guidance for organizations using AI systems in writing, research, analysis, administration, and public communication.

The program focuses on how AI is actually used: prompts, review steps, source verification, decision boundaries, disclosure norms, and recordkeeping.

Core operating questions

• Which tasks are appropriate for AI support, and which require stricter human control?
• What evidence must be checked before AI-assisted work is used externally?
• How should teams document sensitive uses, public-facing uses, or high-impact decisions?
• When should AI involvement be disclosed to readers, clients, partners, or affected groups?

Program materials

The initiative maintains a workflow review tool, an AI use policy starter, and a working note on operating practices for responsible AI adoption.

Responsible AI practice is less about a perfect policy and more about repeatable habits: review, verification, documentation, and clear accountability.