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. 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!