It's the dunk tank.
This is where you come to post big-brained hot takes by chuds, libs, or even fellow leftists, and tear them to itty-bitty pieces with precision dunkstrikes.
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I know the leftist in me is supposed to have sympathy for these people and get them to unionize. But only after I stop laughing and enjoying this moment. For years these fucks told the rest of us to “learn to code” and pretended like studying anything else at uni was a fucking waste of time.
GUESS WHAT FUCKERS. SO WAS CODING. Looks like we’ll be baristas together, only I’ll have three years of experience!!!
Devin is afaik built on ChatGPT but it takes it a little farther and iterates on the code ChatGPT generates by attempting to build and run the program, taking screenshots and so on along the way. I'm a little skeptical that this brute force method will work well but it may end up giving us more shit-tier websites and apps that barely function and have random bugs that aren't 100% reproducible.
My skepticism of this being the thing to replace coders is really about scale. If we've really scraped every morsel of information off the internet and come up with GPT-4 and Claude 3 and Gemini 1.5 I don't know where we go with this technique. It is incredibly expensive to build, train and run these things. ChatGPT-4 is 40 requests per 3 hours for $20/month so if you use it as efficiently as you can each request costs about 2 tenths of a cent. Datacenters are now putting pressure on the US electrical system and I haven't heard of much in terms of making transformers (the core layer of these things) more efficient.
Anyway those are kind of disorganized thoughts but in summary unless something really transformative happen in the ML space I don't know if we can possibly get to the required scale of power and computation and memory we would need to have human-level reasoning. Let alone the fact that we need to apparently suck up all information in existence to get to basic human-like text generation.