No, good engineers were not constantly googling problems because for most topics, either the answer is trivial enough that experienced engineers could answer them immediately, or complex and specific enough to the company/architecture/task/whatever that Googling it would not be useful. Stack overflow and the like has always only ever really been useful as the occasional memory aid for basic things that you don’t use often enough to remember how to do. Good engineers were, and still are, reasoning through problems, reading documentation, and iteratively piecing together system-level comprehension.
The nature of the situation hasn’t changed at all: problems are still either trivial enough that an LLM is pointless, or complex and specific enough that an LLM will get it wrong. The only difference is that an LLM will spit out plausible-sounding bullshit and convince people it’s valuable when it is, in fact, not.
auraithx@lemmy.dbzer0.com 1 day ago
In the case of a senior engineer then they wouldn’t need to worry about the hallucination rate. The LLM is a lot faster than them and they can do other tasks while it’s being generated and then review the outputs. If it’s trivial you’ve saved time, if not, you can pull up that documentation, and reason and step through the problem with the LLM. If you actually know what you’re talking about you can see when it slips up and correct it.
And that hallucination rate is rapidly dropping. We’ve jumped from about 40% accuracy to 90% over the past ~6mo alone (aider polygot coding benchmark) - at about 1/10th the cost (iirc).
Feyd@programming.dev 1 day ago
Insane that just writing the code isn’t even an option in your mind
auraithx@lemmy.dbzer0.com 22 hours ago
That isn’t the discussion at hand. Insane you don’t realise that.
expr@programming.dev 13 hours ago
It is, actually. The entire point of what I was saying is that you have all these engineers now that reflexively jump straight to their LLM for anything and everything. Using their brains to simply write some code themselves doesn’t even occur to them as an something they should do. Much like you do, by the sounds of it.
Feyd@programming.dev 21 hours ago
🤣