AI for work, study and creation

“I want to use AI” does not yet define a task. “I need to announce a time change without inventing details” gives you inputs and an output you can check. Write one sentence specifying the result, audience and success condition. In this course’s fictional workshop: prepare a notice of at most 80 words for people interested in Data, using the rules and approved amendment.

Break the work into recognizable operations: finding facts, calculating, comparing, drafting and deciding. AI can help with each, but the required evidence differs. A time must come from a document; occupancy needs a calculation; the notice’s tone depends on its audience. Elegant writing does not verify the first two.

Choose an initial deliverable you can inspect: a table of facts and their origins before a complete notice. If documents are missing or you do not know what a data row represents, establish that foundation before requesting a conclusion. A short task may be easier to do directly when explaining and checking it would cost more effort than doing it.

A workshop request could be: “Read attached documents A and B. Create a table with session, date, current time, capacity and source passage. Apply approved changes only. Write ‘not stated’ when a detail is missing. Then draft a notice of at most 80 words about Data. Do not send the message.”

This makes four decisions visible: which documents to use, which fields to return, how to handle the update and how far to act. The approval rule matters more than asking AI to “be an expert”. A sample row helps when structure matters: Data | 2026-10-17 | 14:00–15:30 | 10 | B.1.

When a result is wrong, name the actual failure: “You used 12 seats, but B.3 describes that as a proposal. Revise capacity and the notice using the approved rule.” Repeating the whole request or adding praise does not explain that distinction. Save a reusable structure with fields for documents, audience and criteria, and check those fields whenever you reuse it.

Turn loose meeting notes into a record that separates decisions from questions still awaiting an answer. This fictional example can be completed entirely with the text below.

Meeting notes: “Data moves to 2 p.m.; approved. Perhaps the room fits 12 people; check it. The coordination team reviews the notice before sending. We did not set a price.”

Ready-to-copy request, including the notes:

Organize these notes into a table with the columns: category, information and next clarification. Use decision, proposal, pending and not defined as categories. Preserve the difference between approval and possibility. Do not invent names, owners, dates, duration, price or consensus. If the notes do not supply a fact, write “not provided”. Then write a summary of no more than three sentences. Notes: “Data moves to 2 p.m.; approved. Perhaps the room fits 12 people; check it. The coordination team reviews the notice before sending. We did not set a price.”

An output that stays within the notes:

Summary: “The change of the Data session to 2 p.m. was approved. The possibility of 12 participants depends on checking the room. The notice awaits coordination review, and the price has not been set.”

Check every row against the original notes. “Perhaps the room fits 12 people” does not support “12 confirmed places”; “reviews before sending” does not mean “publicity approved”. If the tool mixes those states, request a correction and identify the exact phrase supporting each row. Do not turn a gap into a decision merely to fill the table.

For your own meeting, replace the notes with a passage you are authorized to share and remove unnecessary personal or confidential information. An editor is enough to organize the record; an AI tool can suggest a first draft, while checking and sending remain your decisions. Account and access conditions depend on the service you choose.

The result of this first step: a checkable summary and explicit unanswered questions, with no new decisions invented. The listed support material is optional and belongs to the full course; no paid file is needed to complete this example.

Write a schedule-change notice that tells readers exactly what they need to know. This fictional example includes every required fact and does not depend on the documents elsewhere in the course.

Confirmed brief: the Horizon Workshop takes place on October 17. The Data session moved from the morning to 2–3:30 p.m., in room B. The Design session keeps its time. People registered for Data need to check whether they can attend at the new time. Capacity, price, certificates and a reply channel were not provided.

Ready-to-copy request:

Write a short email to people registered for the Horizon Workshop. Include a subject, greeting, schedule change and guidance for the reader. Use only these facts: on October 17, the Data session runs from 2 to 3:30 p.m. in room B, replacing its morning time. Design keeps its time. Ask people registered for Data to check whether they can attend at the new time. Do not invent price, places, certificates, contact details, year, mandatory confirmation or a deadline. Use a direct, friendly tone.

One version ready to check:

Subject: New time for the Data session — Horizon Workshop

Hello!

The Data session at the Horizon Workshop on October 17 will run from 2 to 3:30 p.m. in room B. This replaces the morning time announced previously.

The Design session keeps its time.

If you registered for Data, please check whether you can attend at the new time.

Thank you!

Review in three passes. First compare the date, time, duration and room with the brief: 2–3:30 p.m. is 90 minutes, and no other sentence should retain the previous time. Next check the requested action: checking availability is not the same as demanding a reply by an invented deadline. Finally, read on a small screen; the change should appear before a long introduction.

For a shorter message, retain the core: “Horizon Workshop: the October 17 Data session has moved to 2–3:30 p.m. in room B. Design keeps its time. If you registered for Data, please check your availability for the new time.” The form changes; the facts do not.

To adapt this, replace the brief with authorized, confirmed information. Ask the organizers about any missing fact needed for sending; do not ask AI to guess. Check the recipient and text before copying them into email or a messaging app. Generating the draft does not send anything automatically.

The result of this first step: a subject and notice you can use after your review. The listed documents and templates are optional supports for the full course; this exercise’s facts are already included in the preview.