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Researcher with public evidence across Culture, work & education, AI research.
Big news today: GERMAN COURT RULES AI MUSIC FIRM SUNO BROKE COPYRIGHT RULES Suno "has to provide information on illicit revenue", and "will have to pay damages". Wow. www.reuters.com/world/german...
Our paper can be found at the link below : arxiv.org/pdf/2607.20349 Many many thanks to friends at @pangram.com @max.pangram.com @jennarussell.bsky.social @bradleyemi.bsky.social for their encouragement and support with this research 💕
How AO3 and Heated Rivalry fanfiction communities are dealing with the encroachment of AI-generated writing. h/t @tuhinchakr.bsky.social www.nytimes.com/2026/07/30/t...
If you're going to cite that NBER report from OpenAI about "how people use AI," you've got to at least caveat it. We have no way to directly verify most of the report, and we do have at least one good reason, via indirect evidence and quoted below, to not trust it. www.nber.or…
One more thing @tuhinchakr.bsky.social 's post reminded me of... people tend to rationalize and see things not there. We saw it already in GPT-2 stories - we *expect* things to *mean* something, so we tend to see things that are not there... (link to this old paper: aclantholo…
LLMs are not conscious. They do not have a perfect sense of embodiment. They are autoregressive models that generate text by sampling, more or less, from a very large pile of things other people wrote. Read my first essay on Substack 👇 tuhinchakrabarty.substack.com/p/ai-slop-g…
AI-assisted fiction is already here, tons of people are reading it, very few of them realize it, and no one wants to talk about it. Gift link to my latest: www.theatlantic.com/technology/2...
Had a great time speaking with @bcmerchant.bsky.social and @vauhinivara.bsky.social about the current state of AI –– how Anthropic convinced the media that it's the industry's "ethical" leader, and how AI writing is creeping into journalism and literature: www.wnycstudios.org/…
As @vauhinivara.bsky.social prophesied! The new playbook for writers whose work shows signs of AI is to simply deny it. www.theatlantic.com/books/2026/0...
Until recently, AI fiction has been easy to dismiss as slop—but not anymore, @willoremus.com writes. He reports on how "Daggermouth," a best-selling romance novel, is raising uncomfortable questions about the future of writing:
Always trust @tuhinchakr.bsky.social! www.theatlantic.com/technology/2...
The biggest difference between the scandal over Shy Girl being partly AI-generated and the new allegations over Daggermouth seems to be that the Shy Girl author acknowledged AI involvement (tho blamed someone else) while the Daggermouth author denies it. So now what? Nice @wil…
🚨 New paper on AI & Copyright Using @pangram.com full-text AI detection, we study self-published genre fiction on Amazon, 2023–26. Amazon is flooded w/ books with substantial AI text. They earn real 💰 & crowd out non-AI books. w/ @dhillonp.bsky.social @xinyuel.bsky.social & Jane Ginsburg (1/n) 🧵
Ran some 🧪 to 🔬 why the Granta short story was certainly 🤖 generated. A lot of bad writing happens because AI hasn’t learned aesthetics. It has simply memorized the whole internet and called it a day. So sure, maybe you don't trust AI detectors. But you can trust your own eyes. #AISlop
For @timesofindianews.bsky.social I wrote about why we desperately need to rely on accurate AI detectors to prevent this slopocalypse. Yes @pangram.com is the best AI detector we’ve got and blanket statements like detectors don’t work are not backed by empirical evidence but isolated anecdotes
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