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Viktoria Verde, PhD's avatar

Brilliant work! Thanks. I've been really looking forward to it.

I loved your analogies, and indeed, the core absurdity is that the snake is eating its own tail. We trained the models on our best writing, and now we punish ourselves for sounding like what the models learned from us.

Your application of Labov's stigmatization framework is excellent. The em dash is undergoing a social reassignment, exactly the way dropped /h/ or double negatives did, except that the "undesirable group" isn't a social class but a nonhuman agent.

The poem was a perfect selection to illustrate the point. I can only imagine Emily Dickinson publishing nowadays. Her entire body of work would be AI-flagged :) There's a dark irony that even she might have appreciated.

What concerns me most is the feedback loop you describe. Human avoidance reshapes training data, which reshapes model output, which reshapes human norms. That's the case of folk linguistic ideology actively degrading the written language.

Kem-Laurin Lubin, PhD's avatar

I was just talking aboit yhe Em Dash this very morning with another prof about how they seem so common these days im student "writing" 🤔 genAI

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