This is already at the point where we can replace an intern or one of the less good junior engineers. Because anyone who has done code review or has had to do rounds with medical interns know… they are idiots who need people to check their work constantly.
Do so at your own peril. Because the thing is, a person will learn from their mistakes and grow in knowledge and experience over time. An LLM is unlikely to do the same in a professional environment for two big reasons:
The company using the LLM would have to send data back to the creator of the LLM. This means their proprietary work could be at risk. The AI company could scoop them, or a data leak would be disastrous.
Alternatively, the LLM could self-learn and be solely in house without any external data connections. A company with an LLM will never go for this, because it would mean their model is improving and developing out of their control. Their customized version may end up being better than their the LLM company’s future releases. Or, something might go terribly wrong with the model while it learns and adapts. If the LLM company isn’t held legally liable, they’re still going to lose that business going forward.
On top of that, you need your inexperienced noobs to one day become the ones checking the output of an LLM. They can’t do that unless they get experience doing the work. Companies already have proprietary models that just require the right inputs and pressing a button. Engineers are still hired though to interpret the results, know what inputs are the right ones, and understand how the model works.
A company that tries replacing them with LLMs is going to lose in the long run to competitors.