### Instruction: Can artificial intelligence and large language models replace software engineers?
### Response: While it is unlikely that artificial intelligence (AI) and large language models (LLMs) while replace high performing software engineers in the near future, there is certainly an argument that these technologies could make engineers much more productive. This in turn could reduce the need and therefore replace lower level software engineering positions. These kinds of cultural and organizational changes will likely take time. Another important dynamic to consider is that generative AI technology could significantly lower the barrier to entry for these positions while also driving the need for newer kinds of roles based on the use of this technology platform.