Marimo is an innovative open-source Python notebook that automatically re-executes cells when the variables they depend on change, addressing the hidden state problem found in traditional notebooks like Jupyter. It allows notebooks to be stored as plain .py files, which can be executed as scripts or within a sandboxed environment, providing a more deterministic execution order.