robomustib/black-box-simulator: Blackbox Simulator

The Blackbox Simulator is an interactive web-based tool that visualizes and explores cause-and-effect relationships. It simulates a black box a system where inputs can be observed and manipulated, but its internal logic remains hidden. Learners can discover connections between inputs and outputs through experimentation.

<img width="1024" height="1024" alt="TheBlackboxSimulatorLogo" src="https://github.com/user-attachments/assets/f630e64b-0aaf-4e01-a9c6-ce42def3b318" />

Purpose of the Project

This simulator serves as an educational tool for classrooms and workshops to illustrate key STEM and AI-related concepts:

• The black box principle in technology, computer science, and natural sciences
• Systems thinking: observing input-output behavior without seeing the internal mechanism
• Experimental learning: forming hypotheses, testing, and refining
• Development of problem-solving and logical reasoning skills

Many thanks!