Understand the Machine · Lesson 2 of 3
Where AI is genuinely strong
Use AI aggressively for speed, scale, drafts, options and transformation — that frees your time for the parts that need you.
4 min read · Free — no account needed to read
AI is fast and works at scale. It can read a hundred pages in seconds, turn a messy note into a clean draft, translate, summarise, write and fix code, spot patterns in data, and produce many options when you are stuck.
It is especially useful for transforming information from one shape into another: a long report into five bullet points, an idea into a first draft, a spreadsheet into a chart, a question into a study plan.
Using it well is a real skill. People who give clear context, ask for alternatives, and check the output get far more from the same tool than people who accept the first answer.
See it happen
Every Monday you spend about an hour turning a messy week of notes into a short update for five people.
- The read that arrives on its own
- It is an hour of writing, so you block out an hour and write it.
- The same situation, with this idea
- You paste the raw notes in, ask for five bullets in your own plain tone, then spend fifteen minutes fixing what it got wrong about emphasis and adding the one thing only you knew. The hour becomes twenty minutes.
- What changed
- The task split in two. Turning a pile of notes into a shape is the part it is fast at; deciding what actually mattered this week is the part you kept. Handing over the whole hour, or none of it, would both have been worse.
The takeaway
Use AI aggressively for speed, scale, drafts, options and transformation — that frees your time for the parts that need you.
Easy to take the wrong way
Hearing "use it for drafts" as "the draft is the work". The review step is where your name gets attached — skip it and you have sent something out that you have not properly read.
Try this
Pick one repetitive task from your week and ask an assistant to help you do it in half the time. Keep the review step for yourself.