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Dirk Schulenburg
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Understanding AI & Prompting

What is Artificial Intelligence? How do language models work? And how do you write good prompts?

Learning objectives

  • Explain what Artificial Intelligence is and how language models work
  • Distinguish good prompts from bad ones
  • Write your own prompts using the KLAR principle
  • Identify limits and risks of AI in the workplace

What is Artificial Intelligence?

Artificial Intelligence (AI) describes computer systems that perform tasks that normally require human intelligence — for example, understanding text, answering questions, or recognizing images. In commerce, you already encounter AI today: chatbots in customer service, automatic product descriptions in online shops, or demand forecasts in purchasing. Language models like ChatGPT or Claude can understand and generate text — they are your tool to work more efficiently.

AI doesn't replace you — it's a tool. Like a calculator: you need to know which calculation to enter. The AI handles the execution.

What is Prompting?

A prompt is the instruction you give to an AI tool. The better your prompt, the better the result. The KLAR principle helps you: • K — Context: Describe the situation • L — Length & Format: How long should the answer be? • A — Task: What exactly should the AI do? • R — Role: What role should the AI take?

Write a prompt for a product description

Use the KLAR principle: Context, Length, Task, Role

Prompt Tips for the Workplace

Avoid vague instructions like "Write something about products". Be specific instead: • Instead of: "Write an email" → "Write a friendly response to a customer complaint about a delayed delivery. The customer's name is Mr. Miller, the order number is 12345." • Instead of: "Explain accounting" → "Explain to a wholesale trade apprentice in 3 sentences what a balance sheet is."

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What is a prompt?