Limitations of Coding with LLMs
This chapter will help you learn about how large language models (LLMs) lack a perfect understanding of the nuances of human languages and find complex coding tasks beyond their abilities. We’ll be examining the inconsistencies and unpredictabilities of LLM chatbots. This chapter will also help you to integrate the LLM code into your code base. Hopefully, you’ll be informed and inspired by research into improving the state of the field, including moving toward constructing more complex code.
In this chapter, you’ll have the opportunity to learn the following:
- Inherent limitations of LLMs
- Challenges in integrating LLMs into coding workflows
- Future research directions to address limitations
