New integrations between Python and MATLAB’s Simulink platform are enabling engineers to coexecute Python models, automate VLSI workflows, and bridge AI-driven design with traditional simulation.

MATLAB provides thousands of functions for statistical analysis, machine learning, and signal processing, alongside interactive tools for data cleaning, visualization, and automated reporting.

Eight new AI partnerships have entered Formula One in six months, with Williams running Claude, McLaren running Gemini, and Red Bull running Oracle.