Prompting Techniques

PROMPT LIKE YOU MEAN IT.

PROMPT LIKE YOU MEAN IT.

This page is the practical half: how AI actually works, how to pick the right kind, and how to prompt it so you get what you actually wanted, not what it guessed.

This page is the practical half: how AI actually works, how to pick the right kind, and how to prompt it so you get what you actually wanted, not what it guessed.

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How does ai actually work

It looks like the AI understands you. What's really happening is three steps of pattern-matching. Here's each one.

It looks like the AI understands you. What's really happening is three steps of pattern-matching. Here's each one.

  • 01

    Training data

    AI is fed bullions of images, texts, and examples made by humans. It learns patterns, shapes, styles, colors and words.

  • 02

    your prompt

    You type what you want. The AI predicts what output best matches your request based on everything it was trained on.

  • 03

    generated output

    It produces something new, but its’ really a very sophisticated pattern match, not true understanding or creativity.

  • 01

    Training data

    AI is fed bullions of images, texts, and examples made by humans. It learns patterns, shapes, styles, colors and words.

  • 02

    your prompt

    You type what you want. The AI predicts what output best matches your request based on everything it was trained on.

  • 03

    generated output

    It produces something new, but its’ really a very sophisticated pattern match, not true understanding or creativity.

  • 01

    Training data

    AI is fed bullions of images, texts, and examples made by humans. It learns patterns, shapes, styles, colors and words.

  • 02

    yOU should HANDLE

    You type what you want. The AI predicts what output best matches your request based on everything it was trained on.

  • 03

    generated output

    It produces something new, but its’ really a very sophisticated pattern match, not true understanding or creativity.

Two kinds of AI

Generative AI

Makes brand-new images, art, text, or videos from a prompt. The output is original, but it's trained on existing human work. Tools: Canva AI, Adobe Firefly, Runway, Veo 3.

Makes brand-new images, art, text, or videos from a prompt. The output is original, but it's trained on existing human work. Tools: Canva AI, Adobe Firefly, Runway, Veo 3.

Generative AI as a tool
Predictive AI as a tool

Predictive AI

Analyzes existing data to suggest edits, recommend layouts, and auto-format your work based on patterns it has learned. Tools: Netflix recommendations, Spotify Discover Weekly, Google autocomplete, TikTok For You feed.

Analyzes existing data to suggest edits, recommend layouts, and auto-format your work based on patterns it has learned. Tools: Netflix recommendations, Spotify Discover Weekly, Google autocomplete, TikTok For You feed.

Prompt Engineering 101

Prompting is a skill. Better prompts don't give you slightly better results, they give you dramatically better ones.

"Make me a poster."

"Make me a poster."

AI guesses everything. Generic output, many revisions.

AI guesses everything. Generic output, many revisions.

Revision #1

Revision #2

Revision #3

Revision #4

Weak

"A bold A3 poster for a school science fair called STEMFest 2026. Dark blue background, bright yellow text, modern minimalist, space for date

and time."

"A bold A3 poster for a school science fair called STEMFest 2026. Dark blue background, bright yellow text, modern minimalist, space for date

and time."

On target in one or two tries.

On target in one or two tries.

strong

Prompting Techniques

Prompting Techniques

The Prompt Formula

Use this framework to get dramatically better results every time.

Tip:

You don't need all five every time. Start with Role + Context + Format, and add the rest when the results fall short.

01

Role

"Act as a professional graphic designer." Tell the AI what expert it should be.

02

Context

"I'm making a social media post for a school robotics competition." Give it the background it needs.

03

Format

Create a square image in Instagram format, 1080×1080." Specify exactly what you want.

04

Constraints

"Bold typography, black and neon green only, no people." Set the boundaries.

05

Tone

"High energy, modern, tech-forward." Set the style and feel.

Use it smart

Every answer AI gives you is a starting point, not a finished one. Before you use what it made, check it: Does the tool say the output is yours? Does what it claims actually hold up, the names, the hours, the facts? Did it make anything up?


And the question worth carrying past this page: what did you add that the AI couldn't? That's your edge. Judgment, taste, and knowing when the output is wrong are the parts that stay yours.

A few things worth arguing about: Who owns AI art? Should you have to disclose when AI helped? What will humans always do better?

READY TO LEARN BY BUILDING?

2Skills helps young people learn how to identify meaningful problems, choose the right AI tools and prompt them clearly to build real solutions.

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Task list of learning how to use AI tools

READY TO LEARN BY BUILDING?

2Skills helps young people learn how to identify meaningful problems, choose the right AI tools and prompt them clearly to build real solutions.

Apply Now

View Class Calendar

Task list of learning how to use AI tools

READY TO LEARN BY BUILDING?

2Skills helps young people learn how to identify meaningful problems, choose the right AI tools and prompt them clearly to build real solutions.

Apply Now

View Class Calendar

Task list of learning how to use AI tools

READY TO LEARN BY BUILDING?

2Skills helps young people learn how to identify meaningful problems, choose the right AI tools and prompt them clearly to build real solutions.

Apply Now

View Class Calendar