Generative AI in coding
Generative AI can enhance the capabilities of developers and reduce the ever-widening skills gap in the domains of application modernization and IT automation. Generative AI for coding is possible because of recent breakthroughs in large language model (LLM) technologies and natural language processing (NLP). It uses deep learning algorithms and large neural networks trained on vast datasets of existing source code. Training code generally comes from publicly available code produced by open-source projects.
Programmers can enter plain text prompts describing what they want the code to do. Generative AI tools suggest code snippets or full functions, streamlining the coding process by handling repetitive tasks and reducing manual coding. Generative AI can also translate code from one language to another, streamlining code conversion or modernization projects, such as updating legacy applications by translating COBOL to Java.
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