X-31. Reading Evaluation

The Art of Crafting Good Prompts

Learning to write effective prompts is a new and essential skill in the age of Artificial Intelligence. This skill is often called “prompt engineering.” A “prompt” is simply a set of instructions you give to an AI, like a Large Language Model (LLM). The quality of the AI’s answer depends almost entirely on the quality of the prompt. A bad prompt leads to a useless answer, while a good prompt can unlock incredible creativity and knowledge. 

The most common mistake for beginners is writing a prompt that is too ambiguous. This means the instruction is unclear, too general, or could have multiple meanings. The AI, in this case, has to guess what you want. For example, if you just write “Tell me about Java,” the AI is confused. Does this mean the island of Java in Indonesia, the computer programming language, or even just a cup of coffee? This ambiguity leads to a generic or incorrect answer. 

A good prompt is explicit and provides context. An explicit prompt is very clear, direct, and leaves no room for guessing. Instead of “Tell me about Java,” a better prompt would be: “Act as a travel guide and give me a 3-day itinerary for a tourist visiting Java, Indonesia, who is interested in temples.” This prompt gives the AI a role (travel guide), a task (make a 3-day itinerary), and a context (for a tourist interested in temples). 

This skill of prompt engineering is becoming vital for many modern jobs. Professionals like marketers, programmers, and writers now use these AI tools to make their work faster and better. They find that learning to communicate clearly with an AI is as important as learning to communicate clearly with a person. Therefore, mastering this skill is no longer just a hobby; it is a fundamental part of digital literacy.

1. What is the main idea of the entire passage?

2. What is the main idea of Paragraph 1?

3. In Paragraph 2, what does “ambiguous” mean?

4. In Paragraph 2, what clue helps you understand “ambiguous”?

5. In Paragraph 2, why is “Tell me about Java” a bad prompt?

6. Which of these is NOT given as a possible meaning for “Java”?

7. In Paragraph 3, what does “explicit” mean?

8. In Paragraph 3, what is the opposite of “explicit”?

9. According to Paragraph 3, what are the three parts of a good prompt?

10. What is the “role” in the example of a good prompt?

11. What is the main idea of Paragraph 4?

12. In Paragraph 4, what does “vital” mean?

13. In Paragraph 4, what clue helps you understand “vital”?

14. In Paragraph 4, who does “They” refer to?

15. What word in Paragraph 1 means “necessary” or “very important”?

16. What is the main purpose of this passage?

17. What word in Paragraph 2 means “common” or “normal”?

18. In Paragraph 3, what does “itinerary” mean?

19. What does the author think about the skill of “prompt engineering”?

20. What is the relationship between Paragraph 2 and Paragraph 3?