I’m not like the other Bayesians. I’m different. Thinks about philosophy of science, AI ethics, machine learning, models, & metascience. postdoc @ Princeton.

Philadelphia
This is junk science that could be extremely harmful to vulnerable populations if ever deployed. AI facial analysis cannot infer latent psychological, personality, or behavioral features, and technology that pretends to have these capabilities is grossly unethical.
“Data like this is incredibly rare for AI systems." Learn how #USF researchers are using AI to help diagnose childhood PTSD in @FuturityNews. Read more 🔽 futurity.org/facial-expressi…
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nothing like getting a PhD in some extremely niche subject only for it to become, overnight, the one thing every human being has a clinically bad opinion on.
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All done.
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Chasing an academic career is optimizing for the narrowest imaginable market that is liable to simply implode at any given time and has no transferable skills or accolades.
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Hello friends, a life update is in order. I am now Dr. Andrews. I will spend the next two years at Princeton as a postdoctoral fellow. I am, however, still on the job market for something permanent.
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Princeton University policy mandates that you specify an emergency contact from the beyond
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Heartbreaking: this postdoc did not get the job they applied to several years ago and have no recollection of having applied to
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I went all the way to Mexico to give a keynote and all I got was this lousy t-shirt
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can’t believe I went to the trouble of getting a PhD and didn’t even get a sword out of it.
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new job.
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it’s a competition.
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What most offends me about liberalism is the pretense that systems and persons that explicitly value capital accumulation over human life can be politically moved on humanistic grounds. Appeals to humanity have no political efficacy here.
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I wish that everyone in the machine learning community understood that investing in, diverting their attention to, and parroting the hype on LLMs is the best possible way to ensure another AI winter and the complete and total irrelevance of their work in 5 years.
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The only reason to refer to technology as “AI” is to confuse people. Change my mind.
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Only a “paradox” when you ignore the human toll, the environmental toll, and the fact that the technology manifestly doesn’t do what it’s marketed as doing.
Research reveals a paradox: the more people understand AI, the more hesitant they may become to embrace it. s.hbr.org/46DQLOW
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This is going to come as an absolutely shock to many of you but it has been hypothesized that language evolved as a means of communication
The average complaint about Duolingo is that it's addictive, fun, and doesn't work. But why does it not work? Humans are made to learn language. It seems like if you have gamification, the language learning should happen if only by accident.
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My thoughts: LLMs are very useful for a very limited range of use cases. They are deceptively marketed & only apparently useful in the majority of applications in which they are currently deployed. In many of these applications, they are apt to have catastrophic repercussions.
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Replying to @HarvardBiz
Anyone at Harvard Business Review capable of explaining the concept of a “paradox?”
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three versions of the super-duper argument
i am tired of people using "ontologically" to mean "super-duper"
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The vision of human-out-of-the-loop science fundamentally mistakes what knowledge production is. It aims at the production of, wait for it, knowledge: a thing that definitionally involves an epistemic agent or agents, unless you are theistic about it.
We need new rules for publishing AI-generated research. The teams developing automated AI scientists have customarily submitted their papers to standard refereed venues (journals and conferences) and to arXiv. Often, acceptance has been treated as the dependent variable. 1/
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Thrilled that my paper on machine learning in science and the myth of theory-free inference has been accepted for publication in Erkenntnis. The latest version of the manuscript is available for download as a preprint through the archives. philsci-archive.pitt.edu/260…
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Methods in the Philosophy of Science: A User's Guide is now a real, live book. My chapter offers an appraisal of philosophy of science in its engagement with applied mathematics. mitpress.mit.edu/97802625522…
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women changing their names after marriage is a deepstate plot to muddy their citation records
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Thrilled to be at UNAM this week and to be keynoting a truly fantastic conference on the Philosophy of Computing.
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python scripting has always felt like talking baby talk at a computer until it nods pityingly and goes and executes something in C
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I am thrilled to have taken a position with the @PrincetonCITP and the @PrincetonAInews. I am still on the hunt for something permanent. If you hear of any tenure-track positions in AI ethics, philosophy, STS, information & data science or similar, please let me know.
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2025. An era of smart machines. The vending machine eats your $3 and reports that every soda you can see is SOLD OUT. Your washing machine inexplicably sends usage data to a manufacturer of autonomous weapons. Your husband is cheating on you with autocorrect.
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Is it an absurd privilege to be granted the right to spend all of my time answering the questions that I find most interesting? Yes. Do I think I am good at it? Yes. Will I continue at it? Yes. But its methods of self-perpetuation & accreditation are in desperate need of reform.
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the best kind of joke is the kind where the approximately 7 people with the cultural references to get it are not stupid enough to find it funny
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PTSD is a cognitive disorder, not a disorder of facial morphology or expression. Facial morphology and expression will never provide a reliable inferential basis for a brain condition.
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OpenAI Admits Thing We Have All Known Since The Getgo
OpenAI admits AI hallucinations are mathematically inevitable, not just engineering flaws computerworld.com/article/40… #cwenglish #feedly
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In place of the lofty pursuit of producing knowledge we were promised we’re trapped playing 3-dimensional chess against some of the most regressive institutions in existence.
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Woops, you optimized for journal articles over books? You’re worthless on the UK market. Woops, you optimized for coauthored work over solo-authorship? You’re worthless on the philosophy job market. Did the reverse? You’re worthless in CS and adjacent fields.
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The level of brightness standardized in modern headlights is a known safety hazard. Regulators and insurance safety associations think the tests circa the 1980s don’t need updating. Auto manufacturers have perverse incentives and have found ways to cheat these tests.
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Replying to @provisionalidea
AI is when computer do task in building
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it’s so hot how departments that are not philosophy departments will disclose teaching load in adverts for faculty posts so you don’t spend six months applying and interviewing and flying out for a job that’s secretly a 5/5
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Find me elsewhere if you’d like to stay in touch or keep up with my work!
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Setting aside the casual bigotry of gatekeeping the aesthetics of queerness… Queer aesthetic, so-called “androgyny,” is an easily spoofed signal. Any narrow-minded, misogynist creep can get a little earring and paint their nails. Queerness-as-praxis, queerness as a mode
Tying non-binary to presentation is… I’m never gonna give androgynous. I’m 6’4”, 200lbs, and got my daddy’s entire face. You take one look at me and you gonna know exactly what’s on my birth certificate. I’m still nonbinary because the binary structure and socialization of…
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my favorite scifi author has liked my tweet. I will be riding this high for the next five years and will not be taking questions during this time out of respect for the family. thank you.
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normalize disclosing teaching load when advertising a tenure-track hire
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If facial morphology/pose/expression were added to the diagnostic criteria for a cognitive disorder it would be deemed laughable. The expression data these researchers used was, as far as I can tell, not even stim-locked.
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I live in Philadelphia now!
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What a fascinating state of play. Thousands of people commenting on this video are variously certain that it is real footage or that it is AI-generated. Their justifications for these claims are almost entirely irrelevant non-explanations.
so is this the first time AI is popping off undetected for just making up a fake crime video? no one in the comments mentioning it’s obviously AI???
Community note
CBS News confirms that the footage is real, taken from a camera outside of Al-Amira Jewelry in Anaheim. KCAL news also covered the story and showed both the viral footage and video from inside the store during the attempted robbery. cbsnews.com/losangeles/new… piped.video/watch?v=0Z2cah
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Update on Methods in the Philosophy of Science: A User’s Guide. The book will become open access in July of next year. If you would like to read my contribution before that date, please feel free to message and I can send you a PDF.
Methods in the Philosophy of Science: A User's Guide is now a real, live book. My chapter offers an appraisal of philosophy of science in its engagement with applied mathematics. mitpress.mit.edu/97802625522…
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Spotify has begun to funnel its revenue towards “AI powered” weapons tech. If you do not want to be bankrolling that, consider quitting the platform. There are plenty of good alternatives out there.
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Please let me know if you hear of opportunities for which you think I would be a good fit: tenure-track lines or lectureships in philosophy of science and technology or applied ethics, STS, responsible AI, data science institutes, information schools or similar.
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Many of you have, for many years, asked me to create a substack. Here I humbly submit my first offering: the one thing you least want to hear about. open.substack.com/pub/thecyb…
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You want a ceasefire? You want aid let in to Gaza? Mass, general strike. You want environmental protections? Mass, general strike. The systems we are engaged with here only speak one language, and it is the language of capital.
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This market is a soap bubble and we all know it. Claims of the capacity to obviate or automate human labor are absurd. We know this. But that won’t stop them from disrupting labor markets and, with them, human lives. pluralistic.net/2025/09/27/e…
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Can’t wait to work at a fancy school that pays for digital access to at least one (1) journal in my field.
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Providing relief to families in Gaza is the most urgent and effective act of altruism you could take right now.
Remember the sweet boy with a big smile. The Sameer Project team in the South got him and his family a tent and mattresses thanks to your generous support. Donate here: chuffed.org/project/113222-t… Khan Younis is now no longer accessible to the Sameer Project team due to the displacement map release today dividing the South from the Central area. This is disastrous as around half a million people are trapped in Khan Younis. For the time being, the Sameer Project will set up tents in the Central area where a lot of displaced people are with no shelter or tents in bad condition. Each tent costs $384 with 7% commission. Please donate to the South campaign for more tent distributions: chuffed.org/project/113222-t… Other ways to donate include: paypal.me/mahertali (Paypal option, please make sure to add a message saying "South aid") account.venmo.com/u/Maher-Al… (Venmo option, please make sure to add a message saying "South aid")
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I have a paper with Andy Smart and Abeba Birhane on this: sciencedirect.com/science/ar…
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One day in the future—a day that will appear to come all too soon—the headache-inducing deep learning sloppification of digital photography will have become the much-emulated nostalgic media artifact of the present era, the tape warble of our generation.
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OpenAI Admits: Humans are Mammals
OpenAI admits AI hallucinations are mathematically inevitable, not just engineering flaws computerworld.com/article/40… #cwenglish #feedly
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This is art.
Trump: Rigged election. *points to Erdogan* He knows about rigged elections better than anybody.
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A word from the wise: not only can you navigate to “privacy and safety” settings on this app and revoke the right to use your content as training data, you can also block “grok” and mute any mention of the word “grok” to make your experience here marginally less cursed.
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Replying to @LukeKaven
in some indeterminate number of weeks it will, as though by magic, become public property. until then I can email it.
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You can waste your time bemoaning this or you can realize in it a political opportunity: there are no political agendas too lofty to be achieved if we are willing and able to coordinate and withhold our labor.
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Feel like there was some reason we didn’t learn about the heroic citizens who hid Jews and helped them flee from the Nazis while their countries were still Nazi occupied. Can’t quite remember it now. Maybe it’ll come back to me.
Have any Israelis snuck starving Palestinian children out of Gaza, through Israel’s illegal blockade, past apartheid checkpoints to hide them in their attics to feed them? To save them? There must be heroes, somewhere. Where are they?
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thank you, thank you *bows deeply* i had to steal someone’s tex template and hack it myself
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99 out of 100 things I see people using LLM-based chatbots for are things that I have to believe people wouldn’t be doing with them if they had an elementary understanding of the technology. Those 1-in-100 cases can be excellent, though.
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Important point, but I think that there are a lot of critical failures of analogy here. The reliability of Wikipedia lacked a strong intrinsic upper-bound. There were not billions vested in getting students hooked on a falsely-advertised and misapplied technology.
Replying to @bayesianboy
I was born in 1993 and when I was in middle school we had lessons on how to do research on the internet. We got told that nothing on Wikipedia was reliable. We eventually learned from experience that that was false, and it burned trust w/ teachers about such things
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Moving to Philadelphia in a month. Let me know if you’re there (or in Princeton).
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Anyone claiming this dynamic is field-specific has never been on the academic job market. The failure of mutual intelligibility between, e.g., US and UK markets is pandisciplinary.
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ML based facial recognition is not reliable in the wild; like many “AI” tools sold to law enforcement, it is thinly-veiled pseudoscience and will harm people by lending law enforcement both a felt sense of epistemic authority and legal impunity. techpolicy.press/ices-reckle…
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I think many are unaware that tactics of colonial violence were imported directly---along with the personnel who implemented them---from Ireland to Palestine.
'Going to a Hot Spot' - Irish cartoon (1922) showing a heavily-armed Black and Tan leaving Ireland for Palestine.
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The Human Rights Council of the United Nations: The genocide in Gaza persists because it is profitable. The special commission has meticulously documented the corporations heavily invested in the continuation of this human rights atrocity.
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Replying to @chrislakin
“I don’t have to go to therapy because mummy told me I’m a very clever boy.”
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here I am during my dissertation defense. swordless. defenseless.
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This is a lie, actually, I got some cool earrings too.
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I also received this wonderful moleskine notebook and a bag to keep it in from the conference.
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Replying to @PageLyndon
Do you think that this is an assessment based in reality?
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Want to resist automation? Don’t want to be forced to work with AI? Find out just how useful your company thinks AI is when none of its workers show up one day.
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It is a repugnant affront to Jews and to Jewishness that the German state requires one to affirm Israel’s right to exist to gain access to German citizenship.
Many of you have, for many years, asked me to create a substack. Here I humbly submit my first offering: the one thing you least want to hear about. open.substack.com/pub/thecyb…
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hooray.
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I feel that philosophers use the Latin “qui bono” to mean the equivalent of the modern english colloquial “what gives.” Is this legitimate usage? Is this usage intelligible to the general populace (of academic philosophers)? Is there a better Latin idiom for this sentiment?
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Yet another instance in which we see the glaring need for descriptive, useful terminology, of which “AI” is not. At this point, insisting on referring to technology as “AI” is just deliberate obfuscation. nature.com/articles/d41586-0…
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OpenAI admits airplanes not capable of flight underwater
OpenAI admits AI hallucinations are mathematically inevitable, not just engineering flaws computerworld.com/article/40… #cwenglish #feedly
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How are folks getting web access to books and articles in 2025?
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my policy proposal is make computer cool again
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For my American followers: you have until the end of the year to make home improvements in the name of energy efficiency or purchase a green vehicle before green energy tax credits are eliminated.
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“Man will not learn language until that language is all that stands between the man and pissing himself” — ancient proverb
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read incandescence if you like to think about how the discovery of mechanics would have gone if Sir Isaac Newton were a honeybee in a world that is gravitationally and topologically radically unlike our own
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( to be clear, it would still not be a “paradox,” because that’s not what that word means )
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starting photojournalistic project where I take pictures of strangers powerpoint slides about AI that I see on the train. tune in for high quality content.
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If our ancestors on the African savannah had needed button-pressing for survival maybe language would have evolved for that and duolingo would work, idk
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when I say that queerness is an antidote to incel culture what I mean is
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wow. tigre. exciting.
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Finally, a good website: mamdanitimes.com/
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“I can learn language from an audiobook” “I can learn language from an app” — guy who has zero conception of what a language is
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There is a lot of fuss today over whether chatbots can replace human participants in social sciences research when the solution is obvious: ask chatbots to simulate the views of social scientists and survey them on attitudes towards chatbots as substitutes for human subjects.
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has standpoint epistemology gone too far?
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AI is the friends we made along the way. AI is the pretty girl who’s reading this.
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clergy in the middle ages anticipated google scholar. another deepstate plot they won’t teach you in history class.
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Wilfred Sellars: an Andrei Tarkovsky film.
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inside of you are two brain: right (meaning) and left (cellphone)
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I work very hard to come up with unfunny things to post here every day. Just to please you.
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