Project Babylon is an ambitious initiative aimed at significantly extending Java's capabilities by integrating it with various foreign programming models. Here are the main goals of Project Babylon:

Key Goals of Project Babylon

• Integration with Foreign Programming Models: The primary objective is to enhance Java's compatibility with diverse programming paradigms, including:

  • Machine Learning Models: Facilitating the use of machine learning frameworks within Java applications.

  • GPU Programming: Enabling developers to write GPU kernels in Java and execute them on GPUs, which is currently limited by non-standard APIs.

  • SQL and Differential Programming: Expanding Java's reach to support SQL databases and differentiable programming techniques, which are essential for modern data science and machine learning applications.

• Enhancement of Reflective Programming: A critical