My view is that "traditional" NLP will get re-incorporated into LLMs (or their successors) over time. We just didn't get to it yet. Appropriate inductive biases

My view is that "traditional" NLP will get re-incorporated into LLMs (or their successors) over time. We just didn't get to it yet. Appropriate inductive biases will only make LLMs better, faster and cheaper. There will always be trouble in LLM "paradise" and desire to take it to the next level. Use raw-accessed (highest performing) LLM, intensely, for coding and you will rack up $10-$20/hr bill. China is not supposed to have adequate GPUs at their disposal, - they will come up with smaller and more efficient models. Etc, etc, etc...