imo 50% of white collar jobs are going away in the next 10 years.
ChatGPT already generates mostly working code, and currently it doesn't even use feedback from executing that code, instead just writing it in a one-shot fashion. If they train it using RLHF but with a more specialised code model and compiler/unit test in the loop instead of a human, I think it can totally generate fully working end products.
Any job that involves application of specialised knowledge in the text domain (accountants, para-legals, teachers etc) are under threat. Hallucinations should be easily solvable by incorporating a factual knowledge database, like in RETRO.
tyrellxelliot t1_j0jrf8f wrote
Reply to [D] What kind of effects ChatGPT or future developments may have on job market? by ureepamuree
imo 50% of white collar jobs are going away in the next 10 years.
ChatGPT already generates mostly working code, and currently it doesn't even use feedback from executing that code, instead just writing it in a one-shot fashion. If they train it using RLHF but with a more specialised code model and compiler/unit test in the loop instead of a human, I think it can totally generate fully working end products.
Any job that involves application of specialised knowledge in the text domain (accountants, para-legals, teachers etc) are under threat. Hallucinations should be easily solvable by incorporating a factual knowledge database, like in RETRO.