IBM is bringing COBOL applications into the modern era using generative AI large language models. IBM has launched a new initiative called 'watsonx Code Assistant' that transforms COBOL applications into modern Java application code. IBM's watsonx Code Assistant utilizes generative AI to analyze, refactor, convert, and validate COBOL applications.