1. Welcome and workflow framing (10 minutes): Review how AI can assist but not replace human judgment in research and writing tasks. 2. Demonstration: brainstorming and narrowing ideas (20 minutes): Instructor models prompts for generating topic ideas, comparing options, and selecting a direction. 3. Guided practice: summarizing information (25 minutes): Learners use AI to summarize a short provided passage or scenario, then identify what must be verified. 4. Demonstration: outline to draft workflow (20 minutes): Instructor shows how to move from purpose and audience to outline, draft, and revision prompts. 5. Hands-on activity: communication task build (30 minutes): Learners create a short AI-assisted outline or draft for a workplace, school, or everyday communication need. 6. Quality check and discussion (10 minutes): Learners review drafts for accuracy, clarity, tone, missing context, and overconfidence. 7. Wrap-up and assignment preview (5 minutes): Connect session practice to the AI Research and Writing Workflow Check.

Welcome and goals: Review practical AI workflow principles and responsible-use reminders.Demonstration: Transform unstructured meeting notes into a summary, decisions list, and follow-up tasks.Hands-on practice: Build prompts for task lists, schedules, priorities, and routine planning needs.Document workflow activity: Use AI to outline, reformat, clarify, and improve a workplace-style document while preserving accuracy and voice.Data assistance activity: Practice asking AI to explain tables, suggest spreadsheet formulas, identify patterns, and describe limitations of AI-generated analysis.Workflow design: Learners draft a reusable prompt template for one personal, educational, or workplace productivity task.Wrap-up: Discuss quality checks, privacy safeguards, and preparation for the productivity assessment.