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For people just starting with AI

Don’t start by learning tools. Finish one real task first.

Learn AI Cases turns everyday work situations into cases you can follow: the problem, the tools, the prompts to use and what the result looks like.

Not sure where to start?

Case 1: Turn a meeting recording into a summary and to-dos

Start at your level

All 46 cases →
  • #01ProductivityOffice & adminBeginner

    After the meeting all you have is a messy transcript. Use ChatGPT or Gemini to sort it into what was decided and who does what, then check it yourself before you send it.

    ChatGPTGeminiabout 20 min
  • #02ProductivityOffice & adminBeginner

    A report has to slip, and you don't want to write a long apology. List the facts you won't budge on, have AI write two lengths, then keep only one thing, one reason and one new date.

    ChatGPTGeminiabout 20 min
  • #06ResearchOffice & adminIntermediate

    This afternoon you have to present the three things in an industry report that matter to your team. Put the PDF in NotebookLM, require a page number for every point, and open each citation to check the original. If you can't find the page, it doesn't go in the notes.

    Gemini Notebookabout 1 hr
  • #05ResearchAccounting & financeIntermediate

    Three months of orders sit in a spreadsheet, and your manager asks which category is slipping. Remove personal data, have ChatGPT describe the columns, compare categories and draw a chart whose title is the conclusion, then check three numbers against the sheet.

    ChatGPTabout 1 hr
  • #09Building toolsResearch & studentsAdvanced

    Every week you turn interview notes into a findings summary for a client. Put the rules in a custom GPT, test it on notes it hasn't seen, and if it makes things up, fix the instructions and test again.

    ChatGPTone evening
See all 46 cases →

1-minute level quiz

Find out which level to start at

Four questions, no wrong answers. You’ll get a suggested level (Beginner, Intermediate or Advanced) and a link to its cases.

Question 1 of 4

How often do you use tools like ChatGPT or Gemini?

How to read a case

  1. 01

    The problem

    Start with the thing you're stuck on, not a list of tools.

  2. 02

    Tools used

    Only what this case actually opens, and which part each one handles.

  3. 03

    How to do it

    Step by step. Copy the prompts as they are, then swap in your own material.

  4. 04

    Done?

    Mark it done, leave feedback, then move on to the next case in the path.

AI tool · Grok Bot

How people actually use Grok Bot

Daily briefs, inbox cleanup, file analysis, and keeping routines cheap. Collected from real use on X, with links to the original posts.

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