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And although Python dominates in research and prototyping, Java and Kotlin are strong choices for production AI systems, especially in large-scale enterprise environments.

Java proponents see the language gaining traction in AI and machine learning as AI becomes incorporated into business logic.

Microsoft announced the general availability of Semantic Kernel for Python and Java, advancing the open source AI integration SDK that is a key component of the company's Copilot stack of AI tools.