Better AI code comment detector

dcss_gardener•about 2 hours ago

Unfortunately my naive heuristic of "if there is a comment it is written by AI" is nearly as accurate.

mermadicsolutio•about 2 hours ago

hahaha 99.9% of the time this is accurate, especially when the comment is accurate and long

xlayn•about 2 hours ago

The more advanced the effort to detect human vs AI the more advanced the AI will be to write just like human. I wonder if at some point it will become totally human like, and then what will be the reaction? will you accept it? will it be tuned and targetted just like ads to you so it can be eloquent and influence you?

LambdaComplex•about 2 hours ago

https://xkcd.com/810/

mermadicsolutio•about 2 hours ago

I think the point should be making sure these AI codes are reviewed by developers, which is hard to do.

Developers write plenty of bad code and comments too, trying to detect AI just feels more like treating the symptom than the actual problem.

amelius•about 2 hours ago

I find that the text that AI produces is sometimes unintelligible without putting _real_ effort into reading it. It's like the AI is becoming so intelligent that it spreads the information around through different sentences in a different way than humans do. I guess if you are a transformer with thousands of tokens of lookahead, why wouldn't you ...

Anyway, I wish the LLMs were trained with a human-text-detector in their training loop. And they can still use a different LLM to produce code and mathematics. However, using the same LLM for both tasks, and we're going to have a hard time understanding what is happening.

wren6991•about 1 hour ago

I don't buy the "too intelligent to communicate" thing. Feynman was an exceptional communicator. So was Einstein. LLMs are just getting worse at writing, as we continue to aggressively RL them for coding.

paimapi•about 1 hour ago

that means it's a bad writer. a good writer knows who their reader is and curates their style and complexity to fit. Claude writes like someone who doesn't give a single shit about whether or not you've memorized an initialism it made for some process 10 hours ago. it's the same issue that people have been having with the impenetrability of needless and performative jargon

amelius•about 1 hour ago

> that means it's a bad writer.

The problem is that Anthropic and others use the text generated by LLMs also to power the AI's internal thinking loop. This means that text is used in two different ways: one as input to AI, and the other as input to humans.

They are always trying to make the LLMs more intelligent. Guess what kind of output will suffer?

fnord77•about 2 hours ago

> I find that the text that AI produces is sometimes unintelligible without putting _real_ effort into reading it

I know exactly what you mean and it's fatiguing if you used the tool or whatever for more than a few hours

barbazoo•about 2 hours ago

I was curious why someone would need to classify a comment in the first place.

> One thing in this comment caught my mind: the small parenthetical that says “the usual case”. If that were true, it would be important information! However, this comment is generated by the llm model Claude, which has no sense of what counts as the usual case in this domain.

That's from the post referenced early on. I think that's the fundamental misunderstanding of what these tools are supposed to be used for. And I'm just as guilty myself at work. The problem isn't that the LLM generated that text, the problem is that a human didn't read it properly and ask what that meant and fix it before pushing.

troupo•about 2 hours ago

> The problem isn't that the LLM generated that text, the problem is that a human didn't read it properly and ask what that meant and fix it before pushing.

The amount of garbage AI generates quickly overwhelms the human. The whole reason for computers to exist is to remove burden from humans. And yet here we are.

I ended up vibe-coding a comment linter for my projects that catches the garbage and forces the models to rewrite. Just look at this: https://xcancel.com/dmitriid/status/2097632371650552084#m

saejox•about 1 hour ago

my handwritten very detailed 10 lines comment block is %87 robot. and i use broken english with wrong grammer all the time.

you are not the only one, Pangram and GPTZero also think it is written by a bot.

ai detection may be an unsolvable issue.

EGreg•about 2 hours ago

This is ultimately a GAN and will converge below the error rate:

https://xkcd.com/810/

Better AI code comment detector

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