Course 3 - Module 2 - Lesson 1
Use AI for research, planning, writing, learning, and decision support
Personal Productivity Helpers
Use AI to structure effort
Personal productivity improves when you reduce time spent getting started without losing understanding. AI can help turn a broad goal into questions, arrange your notes, or draft a first version. Begin with one concrete outcome rather than asking the assistant to improve your entire life.
Suppose you have forty-five minutes to prepare for a community presentation. Supply the audience, topic, and three facts you already know. Ask for an outline that fits a five-minute talk, then choose which point matters most to the audience.
Apply a different check to each activity
For research, gather source links and check whether they support the claims. For planning, compare the schedule with the time actually available. For writing, check that the reader can find the main point and next action. These checks target usefulness rather than output length.
For learning, answer a practice question before reading the explanation. For decision support, list options and uncertainties, then decide yourself. If an answer requires current facts, retrieve them from appropriate original sources instead of treating a general language response as a live lookup.
Measure whether the helper removed work
In the presentation example, spend ten minutes making an outline, twenty rehearsing, and fifteen checking and simplifying. If interacting with the assistant consumes the whole session, reduce the conversation and return to the outcome. Preparation should leave time to practice.
Afterward, record the time spent, one useful contribution, and one correction you made. Reuse a successful brief next time. A personal helper earns its place when it helps you complete the task while retaining enough knowledge to explain the result yourself.
Tiny experiment
Plan a forty-five-minute presentation preparation session. Assign time to outlining, rehearsal, and checking, and write one AI request that supports only the first stage.
Confidence check
How will you notice if asking for help has started consuming time you needed for doing the work?