Complex Program

Complex program generation aims to automate the creation of sophisticated software, moving beyond simple tasks to address intricate challenges in diverse domains. Current research focuses on developing modular architectures inspired by the human brain, employing techniques like hierarchical planning and modular-of-thought instruction tuning to improve the accuracy, efficiency, and adaptability of large language models (LLMs) for code generation. These advancements are crucial for improving software development efficiency and creating more robust and reliable systems, while also providing valuable insights into the nature of complex problem-solving. Benchmarking efforts are also underway to create more diverse and challenging datasets for evaluating these models.