#stop using gpt detectors to detect cheating

[aiweirdness]

Nobody should be using GPT detectors for anything important.

This is from a recent study that found that GPT detectors were misclassifying writing by non-native English speakers as AI-generated 48-76% of the time (!!!), compared to 0%-12% for native speakers.

It is irresponsible to use AI-generated text detectors as evidence of academic misconduct, and that's putting it mildly.

[dailyrandomwriter]

Day 337

I came across a post by @aiweirdness, about this study on GPT detectors (programs designed to detect when something was written by an AI) misclassifying non-native English speakers consistently. Which… actually doesn’t surprise me.

While academic papers have always been on the formal side, using grammar rules that many of us do not use in our day to day lives, non-native speakers tend to adhere to those grammar rules more strictly, use words that are technically correct but doesn’t quite convey the same meaning in context and will pick up bad habits from other academic papers they read. As a result, I’m not surprised there is this bias in the detectors against non-native speakers.

It also weirdly reminds me of the first cheating detector services that popped up when I was in high school. Because frankly this is not a new thing, cheating that is. I forgot now what the website was called, but anyone who grew up in the 2000s may remember this website teachers made you submit your papers to, to turn them in. This system was supposed to be able to tell if you lifted someone else’s writing (either in parts or as a whole) and used it in your essay. The thing that really struck me back then was that part of the way the service worked was that any essays the students submitted would then be stored and become part of the database to check for cheating.

Now this was (if you haven’t guessed) over twenty years ago, and the privacy issue this would cause wasn’t something in people’s brains yet. But even back then it made me uncomfortable, it was one of the few times in high school I had anxiety about it.

The reasoning was quite simple, I didn’t consider myself very bright. I knew whatever I wrote about, dozens if not hundreds of students had probably written about the exact same thing. And there were only so many ways one could write any sort of essay on the same topic, especially if you were a highschooler.

So, I had always kept all my drafts on me in case I was ever called out. I never was, but I never stopped keeping all my drafts until my grades came back, even when I went to university. 

Nice to know some things have not changed.

[aidetectorpro]

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