Turns out software engineering cannot be easily solved with a ~~small shell script~~ large language model.
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The author of the article appears to be a genuine ML engineer, although some of his takes aged like fine milk. He seems to be shilling Google a bit too much for my taste. However, the sneer content is good nonetheless.
First off, the "Devin solves a task on Upwork" demo is 1. cherry picked, 2. not even correctly solved.
Second, and this is the absolutely fantastic golden nugget here, to show off its "bug solving capability" it creates its own nonsensical bugs and then reverses them. It's the ideal corporate worker, able to appear busy by creating useless work for itself out of thin air.
It also takes over 6 hours to perform this task, which would be reasonable for an experienced software engineer, but an experienced software engineer's workflow doesn't include burning a small nuclear explosion worth of energy while coding and then not actually solving the task. We don't drink that much coffee.
The next demo is a bait-and-switch again. In this case I think the author of the article fails to sneer quite as much as it's worthy -- the task the AI solves is writing test cases for finding the Least Common Multiple modulo a number. Come on, that task is fucking trivial, all those tests are oneliners! It's famously much easier to verify modulo arithmetic than it is to actually compute it. And it takes the AI an hour to do it!
It is a bit refreshing though that it didn't turn out DEVIN is just Dinesh, Eesha, Vikram, Ishani, and Niranjan working for $2/h from a slum in India.
The attitude to theoretical computer science re quantum is really weird. Some people act as if "I can't run it now therefore it's garbage" which is just such a nonsense approach to any kind of theoretical work.
Turing wrote his seminal paper in 1936, over 10 years before we invented transistors. Most of CS theory was developed way before computers were proliferated. A lot of research into ML was done way before we had enough data and computational power to actually run e.g. neural networks.
Theoretical CS doesn't need to be recent, it doesn't need to run, and it's not shackled to the current engineering state of the art, and all of that is good and by design. Let the theoreticians write their fucking theorems. No one writing a theoretical paper makes any kinds of promises that the described algorithm will EVER be run on anything. Quantum complexity theory, for example was developed in the nineties, there was NO quantum computer then, no one was even envisioning a quantum computation happening in physical reality. Shor's algorithm was devised BEFORE THAT, before we even had the necessary tools to describe its complexity.
I find the line of argumentation "this is worthless because we don't know a quantum computer is engineeringly feasible"