Joanna Tai
drjot.bsky.social
Joanna Tai
@drjot.bsky.social
Higher education assessment & feedback researcher. Both kinds of doctor. Knitter and baker. Views my own, reposts are not necessarily endorsements.
Reposted by Joanna Tai
The upshot is that we were able to knock results from the journal out of our article search and got the publisher's journals removed from Ulrich's. But this is clearly going to be an eternal game of Whac-a-Mole for librarians (and for patrons who contact us to report this stuff)! 4/4
December 6, 2025 at 1:53 AM
Reposted by Joanna Tai
In another, a student found an article that had seemingly AI-generated fake citations using our institutional article search (which searches our subscription stuff, but also beyond). It got picked up via CrossRef. Another sketchy publisher, but this one with enough oomph to be listed in Ulrich's. 3/
December 6, 2025 at 1:49 AM
Reposted by Joanna Tai
In one, a researcher told us he'd found himself cited as coauthor on a paper he hadn't written. We found a few years' worth of backlog on the journal's page (hijacked version of a legit journal) was AI-generated abstracts and titles to pad things out for the newer, dubious full-text articles. 2/
December 6, 2025 at 1:43 AM
Reposted by Joanna Tai
My colleagues and I (librarians at UW-Madison) just ran a two-hour presentation on the impact of gen AI on predatory publishing for library staff this week! It was directly inspired by a few patron interactions similar to what you're describing. 1/
December 6, 2025 at 1:37 AM
Reposted by Joanna Tai
I mean we are absolutely in a place now where the only solution to this information disorder is for everyone to constantly evaluate the source of information. Never trust a chatbot, but also don't believe a video unless you know and trust where it comes from.

Unfortunately... that's a lot of work.
December 5, 2025 at 11:18 PM
Reposted by Joanna Tai
Here's the reality this example illustrates:

It's not even just about people blindly trusting what ChatGPT tells them. LLMs are poisoning the entire information ecosystem. You can't even necessarily trust that the citations in a published paper are real (or a search engine's descriptions of them).
December 5, 2025 at 11:15 PM
Reposted by Joanna Tai
I used this as a framing example in a recent talk I gave about the "librarian's dividend" which is my probably-far-too-positive spin on this absolute garbage fire -- that at least maybe we're forced into more appreciation and value for the people and institutions who help us evaluate information.
December 5, 2025 at 11:11 PM
Me too! Mainly in comment boxes on others' writing 😬
November 28, 2025 at 12:57 AM
Congratulations!!!
November 25, 2025 at 10:45 AM
Reposted by Joanna Tai
I reckon that should be banned. It's quite striking how much regulation surrounds authorship conduct (ICJME authorship criteria, can't submit to more than one place at a time, must declare AI etc) but almost none for what the reciprocal conduct of editors should be.
a cartoon character says " whatever i 'll do what i want "
Alt: a cartoon character says " whatever. i 'll do what i want "
media.tenor.com
November 23, 2025 at 9:38 AM
Reposted by Joanna Tai
To go through minor revisions and then have the editor send out to a whole new round of reviewers is the absolute worst
November 23, 2025 at 9:31 AM