Aaron Hertzmann

Aaron Hertzmann

@aaronhertzmann.com

www.dgp.toronto.edu/~hertzman

3.7K followers287 following418 posts

Aaron Hertzmann reposted

This was such a great paper. I've been ruminating on the lack of pragmatics in LLM text (inefficient in some ways, overcompressed in others) and they've checked a bunch of issues on the "overcompressed" side (denominalization etc). Really hits why it's so frustrating.

Thomas Hikaru Clark@thomashikaru.bsky.social

If you've noticed a distinct dialect emerging in frontier AI models and struggled to understand what they're talking about, you're not crazy! We turned to psycholinguistics to investigate what makes the writing style so weird, and why this might be happening 🚨New preprint! 🧵

Aaron Hertzmann reposted

What is TMLR doing under a 300% increase in submissions? - Suspensions of >150 authors - Publicly naming major violations - Submission quotas distinguishing slop patterns - Desk rejections 6% → 53%; focus on clarity - AI reviews evaluating soundness blog.tmlr.org/2026/adaptin...

blog.tmlr.orgAdapting Our Processes to the Changing World of Scientific PublicationTMLR is adapting its submission and review processes to handle rapid growth while protecting review quality, reviewer time, and scientific integrity.

Aaron Hertzmann reposted

I'm dying laughing at how the cat has conformed to her flower shaped bed today

Aaron Hertzmann reposted

I'm convinced AI is our generation's radium - a discovery with genuinely useful applications in specific, controlled circumstances that we stupidly put in everything from kid's toys to toothpaste until we realised the harm far too late where future generations will ask if we were out of our minds.

Dan Nguyen@dancow.bsky.social

VC, founder, dumbass

Aaron Hertzmann reposted

I first learned dynamical systems theory from “Dynamics: the Geometry of Behavior” (1992), a collaboration between mathematician Ralph Abraham and artist Chris D Shaw. The book is over 600 pages long, and the visualizations stay strong and groovy the whole time.

This paper, its commentaries, and the author response are together the best thing I’ve read in a really long time. Not easy reading, but an amazing resource for debates on consciousness, the nature of the brain, and rejoinders to the “consciousness must be computational” views I hear so often.

Anil Seth@anilseth.bsky.social

1/ Conscious AI and Biological Naturalism. A long time in the making, but the full collection is *out now* in Behavioural and Brain Sciences I deeply thank all my many commentators for their wise, broad, and deep opinions on this critical topic.I also thank them for their saintly patience. 🙏🏽

Aaron Hertzmann reposted

Thanks, but actually my favorite line didn't make it to the piece. Does Odysseus feel guilty about the Trojan war? Lots of discourse on this question even though he doesn't exist! Is he conscious? AI agents are fictive characters abstracted from text - like Odysseus.

SJ Brison@brison.bsky.social

Love the quote from Alison Gopnik: “We don’t know if toasters are conscious or not,” Dr. Gopnik said. “But no one is asking about that in the pages of The New York Times.”

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One thing I've noticed when writing on this topic is that my reference points skew pretty old; most examples in my essay are more than two decades old. (Plus the obvious gender imbalances.) Are there recent AI depictions with similar cultural or discourse presence to Skynet, HAL, C-3PO, Samantha...?

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One case where movies/TV have "gotten it right:" where humans have personal relationships with AI, but you don't need to interpret the AI as conscious. I enjoyed "Her" without believing that Samantha was conscious, and now it seems prescient. Black Mirror's "Be Right Back" as well. 4/

This suggests a fun exercise: watch fictional sympathetic robots, but imagine them as mere chatbots: Data providing simulated relationships to humans; C-3PO + R2-D2’s bickering as generative performances of personality; WALL-E mindlessly following its programmed behaviors long after humans left. 5/

I was inspired to try to answer the question posed in this post's title (even if that title was meant to be rhetorical). 2/ bsky.app/profile/tech...

Short answer is that storytellers care about story. Story, story, story. This is especially true in movies and TV. Story drives everything, not accuracy. And we care about stories about people. So AI characters are modified people; just like other movies have talking animals, talking cars, etc. 3/

Aaron Hertzmann reposted

machines became superhuman at chess just long enough ago for people to somehow not make any connection between that and every event in 2026

This afternoon at #SIGGRAPH2026! I'll be speaking about the human vision in how people draw pictures; excited to see the other speakers!

yaelvinker.bsky.social@yaelvinker.bsky.social

SIGGRAPH 2026 is just around the corner! Planning to attend? Join us for Lines & Minds: Visual Abstraction in Art, Psychology, and Computer Graphics 🎨🧠🫖 We’ll explore how visual abstraction shapes how we think, create, and communicate. 🔗 lines-and-minds.github.io 📅 Sunday, July 19

Aaron Hertzmann reposted

This is very good...

Arvind Narayanan@randomwalker.bsky.social

I had the honor of giving a keynote at the International Conference on Machine Learning last week. I addressed the widespread anxiety about how we should adapt as AI capabilities increase. I was thrilled by the talk’s reception, so I have made my slides available www.cs.princeton.edu/~arvindn/tal...

Storytelling is, first and foremost, about people, and AI in fiction are typically modified people, not genuine explorations of a scientific concept. Viewers can identify with Data as a smart-but-naive nerd, with Terminator (in T2) as an emotionally-closed-off father figure, etc.