hebel. today · 5 November 202669 / 74

Family · Educational Innovation

Students bridge the gap between visual intuition and code with AI

Julia Díez helped 15-year-old students build educational games by showing them how to reverse-engineer visual references. When pupils struggled to describe their game ideas to an AI, they uploaded screenshots of existing games to…

Julia Díez helped 15-year-old students build educational games by showing them how to reverse-engineer visual references (Julia Díez from Elsewhere). When pupils struggled to describe their game ideas to an AI, they uploaded screenshots of existing games to extract technical descriptions of layouts, colors, and styles. This process provided the vocabulary necessary to write effective prompts, turning the AI into a tool for self-instruction (Julia Díez from Elsewhere).

Michael Sailer and Lisa Homner found in a 2020 meta-analysis that gamified learning succeeds only when the game mechanism itself constitutes the lesson, rather than adding points or badges to static content. Effective designs incorporate game fiction and team-based competition where individual scores depend on collective outcomes. This approach ensures that students engage with the subject matter through active creation instead of passive consumption.

"The game has to be the lesson."

Try today · 20 min

Develop a prompt for an AI to describe the structural components of a visual example you want to emulate.

Find a screenshot of a process, design, or layout that matches your mental model.

You need

  • One screenshot of a target design or process
  • An AI chat interface

Steps

  1. Upload the screenshot to your AI tool.
  2. Ask the AI to describe the visual layout, color palette, and functional elements of the image.
  3. Copy the AI's description into a new prompt.
  4. Add your specific goals, audience, and rules to the AI's description.
  5. Generate the output using the refined prompt.
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Sources

  1. Julia Díez, Elsewhere ✎ Written by a personDetails the 5-ingredient prompt structure and the method of using AI-generated descriptions to overcome creative blocks in game design.

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