LLMs won't beat humans in areas where logic is used. I am a researcher and write new code that LLMs haven't been trained on as a result, I tried using LLM and they were useless. Try and ask an LLM to prove a simpler addition function in C. When I used to work as an entry level software eng, I still had the ability to reason about logic.This ability alone will always beat LLMs, unless LLMs become able to reason about logic somehow.
I agree that in truly new domains and with new algorithms LLMs might not be very effective. But I'm talking about the day-to-day vast majority of enterprise/consumer software development where you have a DB/RPC/FE stack. Reasoning had been a weak point but is getting much better.
@@VivekHaldar What do you mean by well-prepared? how would anyone even prepare for this,if we reach AGI in the next 2 years then even prinicpal engineers are all out of work.
That's not what I'm implying at all. The way CS/programming is taught will change (see some prev videos on the channel), and emphasis on various topics will change.
LLMs won't beat humans in areas where logic is used.
I am a researcher and write new code that LLMs haven't been trained on as a result, I tried using LLM and they were useless.
Try and ask an LLM to prove a simpler addition function in C.
When I used to work as an entry level software eng, I still had the ability to reason about logic.This ability alone will always beat LLMs, unless
LLMs become able to reason about logic somehow.
I agree that in truly new domains and with new algorithms LLMs might not be very effective. But I'm talking about the day-to-day vast majority of enterprise/consumer software development where you have a DB/RPC/FE stack.
Reasoning had been a weak point but is getting much better.
Agree 100%! + You should make more of this kind of content.
You can also fine tune on the codebase so a huge context window isn't a must. Despite being very easy to use compared to fine tuning.
Maybe not fine-tuning, but yes, RAG will still be important even with large windows.
I bet you wouldn’t say stuff like this when you would be graduating right now with a bachelors
I say stuff like this so that those who are graduating right now are well-prepared for this new world.
@@VivekHaldarweb d is almost over, what are other fields available unaffected by this??
@@VivekHaldar What do you mean by well-prepared? how would anyone even prepare for this,if we reach AGI in the next 2 years then even prinicpal engineers are all out of work.
So nobody should take cs anymore?
That's not what I'm implying at all. The way CS/programming is taught will change (see some prev videos on the channel), and emphasis on various topics will change.