A new way to predict when software jobs will become automated
aifuture.substack.com
A new way to predict when software jobs will become automated
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Re: A new way to predict when software jobs will become automated
#2Re: A new way to predict when software jobs will become automated
#3Re: A new way to predict when software jobs will become automated
#4This is really optimistic and completely overlooks the 80/20 problems that have plagued both AI automation and traditional automation. The AI sweeps up the easy cases and humans are left to fix, or paper over with heuristics, the remainder.
Example? Speech-to-text. It's pretty good and the spread of automated closed captions to youtube videos is a definite benefit. But broadcast TV will almost exclusively use human subtitlers still, because the last few percent of accuracy isn't there.
Software hasn't even effectively been reliably outsourced to cheap humans yet. Perhaps you can automate some of the production of CRUD tools, in the absence of a better framework for them (frameworks, compilers, libraries and npm should all be thought of as forms of automation). But anything with a competitive advantage will be relying on humans for a long time.
Re: A new way to predict when software jobs will become automated
#5I disagree with the response to objection 1. Look for more than a few moments at the right side picture and the shadows of the chess pieces are low quality, the shadows continue off the table, and the checkers on the board look more like backgammon than chess. The AI generated sites that clutter google are easily identified as low quality GPT 3 nonsense.
I’d also disagree that the AI “understands” the physics of the sun, or that Africa has a lot of desert. The prompt includes the desert, so it pulls from pictures of the desert. It doesn’t understand that people have a face when they concentrate either, it finds a picture of someone playing chess then maps an “African fortune teller” onto that person. Oh, it also has to grab photos of an African fortune teller. The AIs used as examples in this article (DALLE, Copilot) are regurgitated humans. What happens when we have new tasks that we can’t train on? They don’t “understand” things, they recreate them.
Maybe I’m just typically bad at estimating the exponential growth. I’m not optimistic I can replace humans with Copilot authored pull requests anytime soon. It might be good at “write a function to convert ISO date time to MM/DD/YYYY” but we’re decades off of “create an API for managing a warehouses inventory.” Either way, being replaced by copilot would require business partners to be able to explain what they want, so I’m not worried.
Re: A new way to predict when software jobs will become automated
#6Re: A new way to predict when software jobs will become automated
#7What about the argument that unless the collective gets better/smarter, that AI will indeed only be as smart as the current collective? Perhaps this is the "AI will hit a ceiling", but it needs to be trained on something. If more and more gets automated in these areas, how will they ever improve?
Re: A new way to predict when software jobs will become automated
#8Re: A new way to predict when software jobs will become automated
#9I don't buy that devs are going to run out of things to do. Instead I see this increasing the leverage of engineers (who are really just creative problem solvers) such that an exponentially increasing number of lower value problems will make financial sense to solve with engineers.
I think we'll see the same thing with designers and all different kinds of tech workers.
Pay will increase, not decrease (at least globally) because business people don't have the training to work these levers or judge the quality of the output.
Re: A new way to predict when software jobs will become automated
#10"OpenAI estimates that OpenAI Codex (what powers Github’s Copilot) can already complete 37% of coding tasks."
And who decides the task is done, complete and works? The Meat does [2]...The Meat and nobody else.
[1] "No Silver Bullet": http://worrydream.com/refs/Brooks-NoSilverBullet.pdf
[2] "They're Made Out of Meat": https://youtu.be/7tScAyNaRdQ