Writing and Communication with AI Assistance

The AI-Assisted Writer's Workflow

AI writing tools work best when you treat them as a skilled but unaware collaborator: fast, fluent, and knowledgeable about language patterns — but ignorant of your specific context, relationships, and intent unless you tell them.

Most effective workflow: 1. Give the AI context first: Who is the audience? What is the goal? What tone is appropriate? 2. Generate a first draft (not a final one) 3. Review and edit for accuracy, tone, and your voice 4. Use AI for specific improvements: "Make this more concise", "Rephrase the third paragraph to be less formal", "Add a call to action"

High-Value AI Writing Use Cases

Email composition: Give AI the situation, recipient, and desired outcome. Review and personalize the draft.
Tone adjustment: Paste existing text and ask to make it "more assertive", "more empathetic", "executive-level brief"
Editing for clarity: "Rewrite this paragraph at a 10th-grade reading level"
Condensing: "Reduce this to three bullet points without losing the key message"
Translating: Accurate and fast for well-resourced languages (review for high-stakes translations)
Structuring: "Take these rough notes and give them a clear professional structure"

What to Watch Out For

Generic voice: AI prose can sound corporate and bland. Inject your own phrasing.
Fabricated specifics: AI may invent data points or citations. Verify anything that looks like a specific fact or statistic.
Tone mismatch: AI doesn't know your relationship with the recipient. A cold-professional tone may feel wrong to someone who expects warmth.
Over-length: AI tends to over-write. Always edit for conciseness.

The Attribution Question

Most organizations don't yet have formal policies on AI-assisted writing. The professional standard emerging is: you are responsible for the accuracy and appropriateness of anything you send, regardless of how it was drafted. Using AI does not transfer accountability.

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