Faroe Bourke, a problem solver, systems consultant and researcher focused on Web3, blockchain and product design, has created an interactive maths explorer using that turns complex concepts into animated visual experiences.
The project was built through chat prompts rather than traditional coding, using Caffeine’s AI-powered development tools to create visual representations of ideas that many students often struggle with in school. Curves, attractors, geometric constants and other abstract topics are presented through moving graphics and interactive displays designed to make them easier to understand.
Bourke said the idea came from wanting a better way to explain difficult maths concepts. The result is an explorer that feels more visual and intuitive than a standard textbook or worksheet.
Educational research has long suggested that animated and interactive learning tools can help improve understanding, particularly when dealing with abstract subjects such as mathematics and geometry. Visual tools allow students to experiment with formulas, shapes and equations in real time rather than relying entirely on static diagrams.
Interactive maths platforms have become increasingly popular in recent years. Tools such as Desmos, GeoGebra and PhET are widely used because they let students adjust variables, test different scenarios and see immediate results on screen. Supporters say that approach can make topics such as algebra, geometry and graphing feel less intimidating.
Research into interactive visual exploration has also found that people tend to understand scientific and mathematical concepts more effectively when they can see how ideas behave in motion rather than only reading about them. Animated visualisation can help users identify patterns, relationships and structures that may otherwise be difficult to spot.
Bourke’s project also reflects a wider shift taking place inside the ICP ecosystem, where people are increasingly using Caffeine to build educational tools, productivity apps and Web3 products through natural language prompts.
There are still limits to what AI-generated app builders can do. Some users have reported inconsistent results, while more advanced features often require refinement after the initial build. Even so, projects like Bourke’s maths explorer show how quickly a rough idea can be turned into a working interactive experience.
For students, teachers and curious users, the appeal is straightforward. Maths becomes something you can see, move and experiment with rather than simply memorise.
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