End to End Compiler

End-to-end compilers represent a paradigm shift in software development, aiming to automate and optimize the entire compilation process, from high-level code to executable machine instructions. Current research heavily utilizes large language models (LLMs) to improve various aspects of compilation, including code optimization, translation between programming languages, and even the synthesis of compilable code from incomplete snippets. These advancements offer significant potential for improving code efficiency, reducing development time, and enhancing the reliability of software, particularly in areas like high-performance computing and embedded systems.