I’ve been using Github copilot daily for two years and ChatGPT for 1 year now. And I think the tide lifts all the boats. I’ve seen a (perceived) 2-3x productivity increase. I think these tools slightly favor people in front of the learning curve of a particular field. I’ve been dabbling in all sorts of things so if you’re a focused expert (who doesn’t need to explore but just exploit) you probably get less than a 2x boost from using LLMs.
I can see LLMs eating into the expert regime IF they get another 5-10x better. But even in that case human (expert) knowledge will be required to know what is possible and hence what to ask (kind of like reward function design in reinforcement learning)
I can see LLMs eating into the expert regime IF they get another 5-10x better. But even in that case human (expert) knowledge will be required to know what is possible and hence what to ask (kind of like reward function design in reinforcement learning)