this post was submitted on 08 May 2024
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Take all you want, it will only take a few hallucinations before no one trusts LLMs to write code or give advice
Maybe for people who have no clue how to work with an LLM. They don't have to be perfect to still be incredibly valuable, I make use of them all the time and hallucinations aren't a problem if you use the right tools for the job in the right way.
The last time I saw someone talk about using the right LLM tool for the job, they were describing turning two minutes of writing a simple map/reduce into one minute of reading enough to confirm the generated one worked. I think I'll pass on that.
That's a 50% time reduction for the same output which sounds great to me.
I'd much rather let an LLM do the menial shit with my validation while I focus on larger problems such as system and API design, or creating rollback plans for major upgrades instead of expending mental energy writing something that has been written a thousand times. They're not gonna rewrite your entire codebase, but they're incredibly useful for the small stuff.
I'm not even particularly into LLMs, and they're definitely not gonna change the world in the way big tech would like you to believe. However, to deny their usefulness is silly.
It's not a consistent 50%, it's 50% off one task that's so simple it takes two minutes. I'm not doing enough of that where shaving off minutes is helpful. Maybe other people are writing way more boilerplate than I am or something.
Those little things add up though, and it's not just good at boilerplate. Also just having a more intelligent context-aware auto complete itself I've found to be super valuable.