upvote
A recent one is the RCA of a hang during PostgreSQL installation because of an unimplemented syscall (I work at a lab that deals with secure OS and sandboxes). If the search of the RCA was left to me, I would have spent 2-3 weeks sifting through the shared memory implementation within PostgeSQL but it only took me a night with the help of Opus 4.5.

To me, that's intelligence and a measurable direct benefit of the tool.

reply
I use a compiler daily. It consumes C++ source files and emits machine code within seconds. Doing that myself would take months.

I just did my taxes using a sophisticated spreadsheet. Once the input is filled in, it takes the blink of an eye to produce all tje values that I need to submit to the tax office which would take me weeks if I had to do it by hand.

Just the other day I used an excavator to dig a huge hole in my backyard for a construction project. Took 3 hours. Doing it by hand would have taken weeks.

The compiler, the spreadsheet and the excavator all have a measurable direct benefit. I wouldn't call any of them "intelligent".

reply
By that example, PostgreSQL itself is a form of intelligence relative to a physical filing system. It doesn't seem like your working definition of intelligence has a large overlap with a layman's conception of the word.
reply
Plus by that example, computers have always been intelligent considering that they were created to, well, compute things several orders of magnitude faster than even the smartest human can do by hand.
reply
You do realize that you need a human, a "SWE", to do the task that I just described? A computer can't do it.
reply
You had a human to prompt the LLM to do the RCA, didn't you?
reply
That's not "intelligence" either unless the AI one-shotted the whole analysis from scratch, which doesn't align with "spending the night" on it. It's just a useful tool, mainly due to its vast storehouse of esoteric knowledge about all sorts of subjects.
reply
> Curious about your definition of these terms.

Likewise - I think sometimes we ascribe a mythical aura to the concept of “intelligence” because we don’t fully understand it. We should limit that aura to the concept of sentience, because if you can’t call something that can solve complex mathematical and programming problems (amongst many other things) intelligent, the word feels a bit useless.

reply
> sometimes we ascribe a mythical aura to the concept of “intelligence” because we don’t fully understand it

Agreed! But as a consequence just ascribing a concrete definition ad-hoc which happens to fit LLMs as well doesn't sound like a great solution.

reply
> definition of these terms

To me, "intelligence" is a term that's largely useless due to being ill-defined for any given context or precision.

reply