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@stanislavfort@akoustov I used credentials as part of an analogy. The point was not to demand that AI literally had credentials. It was to suggest that AI often writes like someone without them, hence the current profusion of error-filled, semi-fabricated slop flowing through academic journals.
@stanislavfort@akoustov In real life, an RA's credentials would signal they understand things like basic research ethics, the importance of academic integrity, not falsifying or fabricating sources, not plagiarizing. AI lacks this understanding and has regularly failed in this regard.
@_Coati_@akoustov That remains to be seen for me. I remain very, very resistant to its use outside of narrow circumstances in the humanities, where the entire point is to continue a rich human conversation. To some extent, naturally, the different disciplines will come to different conclusions.
@_Coati_@akoustov If an RA turned out to be the primary cause of a series of serious academic scandals and contributed to colleagues being banned from publication and professionally embarrassed, would you really invite them to work on your paper?
@_Coati_@akoustov Okay but let's not kid ourselves here, LLMs have not made "an error." They've made thousands of errors, measurably, again and again, in multiple journals and fields. If an RA makes an honest mistake, OK. This RA turns out to be a serial fabricator and plagiarizer.
@akoustov If these systems were perfect then a year-long ban from somewhere like arXiv would be fine and AI-boosters ought to have no complaints for even severe consequences.
@akoustov My understanding of how LLMs work is that fundamentally there is no substantive difference between a hallucination and a regular response; it's just the mechanism the AI uses. But the entire controversy stems from fabricated citations.
@akoustov Like this hypothetical RA, to follow the analogy, is a known, repeat offender in the field responsible for the professional embarrassment of numerous scientists and seemingly incapable of upholding basic standards of academic rigour. "But he can write fast" seems a little thin.
@akoustov I'm in the humanities but I've tried to think about the RA frame from a STEM perspective. I have to say I also find it baffling. People keep including a co-author who regularly hallucinates, has no formal academic credentials, and has been found to repeatedly fabricate sources?
@MushtaqBilalPhD Yes and this is what the present technology is doing to the academy. I'm seeing the damage firsthand to student learning. "It's 2026" is not an argument.
@pensandpoison You must be aware that the guy who wrote 126 sonnets about a "fair youth," whose comedies are full of cross-dressing, and whose tragic characters beseech spirits to "unsex" them might be amenable to a queer theoretical approach.
@pensandpoison It's Open Access, you can read it: https://t.co/Q7JQhxFinR It's pretty great at a glance, seems carefully historicized and theorized. I'm not an early modernist but this seems like interesting scholarship. Genuinely have no idea what you're even trying to communicate.
🚨Claude Code just gave me a complete research paper with a single prompt.
The paper has a strong argument and even beats AI-detection app, Pangram.
With a little editing, it can pass for 100% human, and can be easily submitted for peer review.
Here's the workflow I used: