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Arvind Satyanarayan

@arvind.bsky.social
5.2K followers 404 following 13 posts

Asst Professing at MIT CSAIL. Data visualization, ML interpretability, accessibility, cognitively convivial information.

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Reposted by Arvind Satyanarayan
Dominik Moritz @domoritz.de · 16/09/2026
We are trying a big experiment this year for @ieeevis.org where we will have paper discussions hosted on @atproto.com. So look out for more activity in November.
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Jen Christiansen @jenchristiansen.com · 06/07/2026
In late June, Springer Nature sold Scientific American to LabX Media. I have since decided to step out of my role as a senior graphics editor for the magazine :: #sciart 📊 🧪 :: 🧵 [1/7]
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Arvind Satyanarayan @arvind.bsky.social · 17/06/2026
Really thrilled to announce that, in addition to our flagship Boston 🇺🇸 location, #ieeevis will have two satellites in Paris 🇫🇷 and Tianjin 🇨🇳 to mitigate issues folks face to attend conferences. I’m hopeful this will help grow and sustain the worldwide visualization.
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Helen Branswell 🇨🇦 @helenbranswell.bsky.social · 09/12/2025
The destruction of the enterprise of US academic science has been one of the most confounding aspects of a hugely confounding year. My @statnews.com colleagues are writing about the consequences for individuals & the country. You want to read this series. www.statnews.com/american-sci...
statnews.com
American Science, Shattered
An eight-decade partnership between universities and the federal government made U.S. science preeminent. It took Trump less than a year to shred that
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Moritz Stefaner / Truth & Beauty @moritzstefaner.bsky.social · 09/11/2025
This research from @arvind.bsky.social's lab is right down my alley, in terms of exploring the medium of data visualization, and what happens between the lines: "Visualization Vibes: The Socio-Indexical Function of Visualization Design" vis.csail.mit.edu/pubs/quantif...
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Niklas Elmqvist @nelmqvist.bsky.social · 30/10/2025
The #ieeevis 2025 OPCs, working under the direction of the VIS Steering Committee, has just released 52 anonymized peer reviews for 16 accepted papers to be published at VIS 2025. We hope each year will add to this repository. OSF link here: osf.io/s9j5b/ (download the spreadsheet directly)
osf.io
OSF
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jonathan zong @jonathanzong.com · 21/10/2025
Charts and diagrams use visual structure to convey meaning. For example, spacing and alignment groups data, spatial proximity links labels to elements. But this visual structure is typically invisible to screen readers. Introducing Benthic, new research at #ASSETS2025 vis.mit.edu/pubs/benthic/
vis.mit.edu
Benthic: Perceptually Congruent Structures for Accessible Charts and Diagrams | MIT Visualization Group
Graphical representations—such as charts and diagrams—have a visual structure that communicates the relationship between visual elements. For instance, we might consider two elements to be connected w...
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Dr. Mike Sellraiser III: Sell on Earth @profmikesell.bsky.social · 30/07/2025
Speaking as a tenured faculty member of a small, regional public university: Columbia, Brown, Penn, and Harvard are fucking over me, my colleagues and co-workers, and my school.
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Kate Starbird @katestarbird.bsky.social · 27/06/2025
Sadly, I think we've been teaching digital/media literacy all wrong. Instead of focusing on teaching people how to be skeptical and spot manipulation, we should focus on teaching people how these systems work so they can effectively use them to share their messages and promote their values.
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Arvind Satyanarayan @arvind.bsky.social · 01/06/2025
Woo hoo!!! Welcome to MIT, I’m so excited to have you as a colleague, Zana!!
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Zana Buçinca @zbucinca.bsky.social · 31/05/2025
Thrilled to share that I’ve successfully defended my PhD dissertation and I will be joining MIT as an Assistant Professor starting Fall 2026, with a shared appointment between Sloan and EECS! I will be recruiting 1-2 PhD students this upcoming cycle. Consider applying to MIT EECS!
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Kate Starbird @katestarbird.bsky.social · 29/05/2025
Someone today described this moment as a horrific traffic accident, w/ everyone standing back, watching, not knowing what to do, and waiting for someone else to rush in and start helping. But we can't all keep standing back. Time is ticking. We need to act, to try, to keep trying.
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Margaret Mitchell @mmitchell.bsky.social · 13/05/2025
"the freedom to speak becomes meaningless when disconnected from the possibility of being heard". This is a heartbreaking piece from @alondra.bsky.social on the regression of scientific progress and why she's resigning from the NSF and Library of Congress. time.com/7285045/resi...
time.com
Why I’m Resigning from the NSF and Library of Congress
I cannot participate in systems that require dishonesty as the price of belonging.
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Jeffrey Mervis @policyhound.bsky.social · 13/05/2025
For those having a hard time following all the changes to NSF by the Trump administration, here's a wrapup of the past week's momentous events--and what they mean for the agency. www.science.org/content/arti...
science.org
Trump officials take steps toward a radically different NSF
Efforts to shrink staff, budget, and focus have alarmed members of Congress
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Jeffrey Mervis @policyhound.bsky.social · 13/05/2025
And here's more on Alondra Nelson's bombshell announcement today: www.science.org/content/arti...
science.org
NSF board member resigns in protest of Trump policies at agency
Alondra Nelson fingers DOGE in taking an unprecedented step
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Jeffrey Mervis @policyhound.bsky.social · 09/05/2025
Things are going from bad to worse at NSF; www.science.org/content/arti...
science.org
Exclusive: NSF faces radical shake-up as officials abolish its 37 divisions
Changes seen as a response to presidential directives on what research to fund
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Kate Starbird @katestarbird.bsky.social · 04/05/2025
Some of these innovations were directly funded. Others build upon basic research funding by the US government. If you haven’t seen Engelbart’s 1969 “mother of all demos” (where he introduces the mouse, word processor, collab editing, video conf, etc.), watch it: www.youtube.com/watch?v=JQ8Z...
youtube.com
The Mother of All Demos
YouTube video by Stanford
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Kate Starbird @katestarbird.bsky.social · 04/05/2025
I teach “Foundations of Human-Computer Interaction” and we spend a significant portion of that class exploring how US gov funding (ARPA, DARPA and NSF) helps lay the foundations of the internet, most of the personal computing paradigm, search engines, virtual worlds, wearable tech, AI, etc.
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Kate Starbird @katestarbird.bsky.social · 04/05/2025
Thinking about devastating cuts to NSF: US gov-funded science has been the engine upon which most of the tech wealth was generated. But the oligarchs (currently hoarding much of that $) think it’s their own brilliance & not the accident of standing close to the scientific engine that made them rich.
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Sarah Gilbert @sarahagilbert.bsky.social · 26/04/2025
The mods of r/ChangeMyView shared the sub was the subject of a study to test the persuasiveness of LLMs & that they didn't consent. There’s a lot that went wrong, so here’s a 🧵 unpacking it, along with some ideas for how to do research with online communities ethically. tinyurl.com/59tpt988
tinyurl.com
From the changemyview community on Reddit
Explore this post and more from the changemyview community
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Carl T. Bergstrom @carlbergstrom.com · 19/03/2025
13. And anyone who has been part of this grand humanist tradition is someone who will not lie down and cower before these sad bullies. I don't know what happens to science in the US over the next four years, but I have no doubt as to where the arc of history bends. We aren't going anywhere. fin
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Carl T. Bergstrom @carlbergstrom.com · 19/03/2025
12. Like art, music, philosophy, and literature, science is literally part of humanity's heritage. My colleagues and I have had the amazing opportunity to be part of something vastly larger than ourselves, with meaning that transcends any state, regime, or generation. They can't take that away.
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Carl T. Bergstrom @carlbergstrom.com · 19/03/2025
11. Attacks like Vought describes may make cowards and grifters of his ilk want to stay home, but they make us all the more determined to show up and fight. Science is bigger than Vought, bigger than Rufo, bigger than Musk, bigger than Trump, bigger than the United States of America.
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Carl T. Bergstrom @carlbergstrom.com · 19/03/2025
10. This is the reality of being an academic in the United States today. But Vought and Rufo are missing something. We aren't cowards. And we know we are not the enemies of the American people either, much as these ideologues might like to claim that.
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Carl T. Bergstrom @carlbergstrom.com · 19/03/2025
5. But right now my job doesn't feel like the best job in the world. 

Targeted attacks on university funding have put every US institution into a severe crisis. As of now, there is no way we will be able to continue doing the biomedical research, the conversation science, etc. that we always have.
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Dr. David Miller 🏳️‍🌈 @davidimiller.bsky.social · 12/03/2025
🧪 The NSF director is lying to you. Let’s fact check 7 claims from yesterday’s letter to the community, while pointing out 3 critical omissions. 🧵
Long letter from NSF Director Sethuraman Panchanathan, available here: https://nsf-gov-resources.nsf.gov/files/Letter-to-the-Community.pdf
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Hank Green @hankgreen.bsky.social · 02/03/2025
We are experiencing an assault on science unparalleled by anything I’ve seen in my life. It’s not one issue or another anymore, the entire institution is under attack by the most powerful individuals in the country. This Friday, where will you be? standupforscience2025.org
standupforscience2025.org
STAND UP FOR SCIENCE
March 7, 2025. Washington DC and nationwide. Because science is for everyone.
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Voilà: Francis Gagnon @chezvoila.com · 01/03/2025
Once again, the New York Times gives the dataviz community an opportunity to reflect on its purpose. Can everything be quantified and turned into a chart? Most important: what are the consequences of a chart? If words matter, charts matter too.
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Carlos Scheidegger @cscheid.net · 01/03/2025
I really beg datavis researchers to start engaging with this. The role of the chart here is to provide a cover of objectivity. It’s reifying the entire fucking opinion section into a 2d space to lens it some Cartesian legitimacy or something equally dark. So, so gross.
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Carl T. Bergstrom @carlbergstrom.com · 08/02/2025
1. Today the NIH director issued a new directive slashing overhead rates to 15%. I want to provide some context on what that means and why it matters. grants.nih.gov/grants/guide...
grants.nih.gov
NOT-OD-25-068: Supplemental Guidance to the 2024 NIH Grants Policy Statement: Indirect Cost Rates
NIH Funding Opportunities and Notices in the NIH Guide for Grants and Contracts: Supplemental Guidance to the 2024 NIH Grants Policy Statement: Indirect Cost Rates NOT-OD-25-068. OD
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Mike Masnick @masnick.com · 08/01/2025
Josh Johnson on MAGA turning on Elon is just as good as you'd expect. "He has more money than anyone... and he's still missing everything about what a joyous life is.... he cannot buy being in a room and knowing everyone wants him in that room." www.youtube.com/watch?v=q8NP...
youtube.com
Why They’re Turning On Elon
YouTube video by Josh Johnson
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Hank Green @hankgreen.bsky.social · 12/12/2024
It seems that I am giving the commencement at MIT in May 😳 news.mit.edu/2024/hank-gr...
news.mit.edu
Hank Green to deliver MIT’s 2025 Commencement address
Hank Green, a prolific digital content creator and entrepreneur with the ethos “make things, learn stuff,” will deliver the address at the OneMIT Commencement Ceremony on Thursday, May 29.
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Ken Holstein @kenholstein.bsky.social · 06/12/2024
Wrapped up the first offering of a new course @cmuhcii.bsky.social this week: Augmenting Intelligence coaugmentation.com This was *such* a blast to teach! At our course exhibition on Wednesday, students presented posters, interactive demos, and art pieces around cognitive augmentation for...
coaugmentation.com
Augmenting Intelligence
Augmenting Intelligence @ CMU HCII
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Martin Wattenberg @wattenberg.bsky.social · 08/12/2024
How can we visualize what a book ISN'T talking about? With an anti-tag cloud! See the most common English words that are never mentioned in a text. www.bewitched.com/demo/anti/
bewitched.com
Anti-Tag Cloud
Visualize the negative space of literary works
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Shannon Mattern @shannonmattern.bsky.social · 05/12/2024
Sorta answered my own question: I had already included this great passage from Eric Hayot's On Academic Style in our "On Writing' @are.na collection (which includes tips on structure, titles, conclusions, acknowledgments, open access, image rights, all kinds of stuff) www.are.na/shannon-matt...
handling what you might think of as “theory”—using the term to mean any largescale concept, usually connected with a master term or two—remains a major writing challenge even for experienced writers. Say you want to use the Freudian notions of condensation and displacement, Best and Marcus on “surface reading,” or Sloterdijk
on cynical reason. When you move into the discussion of the concept—and here let’s assume that it’s a relatively unfamiliar concept that must be explained—you end up with two problems: first, you push yourself into relatively unmotivated summary or description, disrupting the energy and flow of your argument; second, you put yourself
in the position of a student or an inferior in relation to the theorist (or school of
theory) you’re citing. it’s very common to end up with about two paragraphs describing
the theorist and his or her idea, a return to your reading, and a finish that more
or less says, “you know that idea from the big theorist i just told you about? Well, it
applies here.” Which is, let’s be frank, no one’s idea of a good time.
The best solution is almost always to do less, or more, with the theory you use. if
more, then you need to make the theory a genuine interlocutor—to make it primary
rather than secondary, so that you deal with it in an engaged way, modifying it as
you move through it. This will break apart any static, descriptive paragraphs by allowing
your argument and voice to stay alive throughout the discussion. This kind
of dynamic engagement with theory cannot happen fully outside your primary text.
you won’t, or shouldn’t, end up with two paragraphs that give “background” on the
theory; instead the theory will be right in the foreground and will stay in place even as
you focus your discussion more on your primary text. you don’t want to be “applying”
some theoretical concept X to text y, but rather to put both X and y in a relationship
with one another...
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Robert Kosara @eagereyes.org · 13/11/2024
This is a pretty great example of showing potential in a 📊 chart, or “nothing” in @visualisingdata.com terms. From a story about a math test for LLMs that they all pretty much fail at, and that they can’t be trained on because the actual questions are secret. arstechnica.com/ai/2024/11/n...
A bar chart of different language models and the percentage of the test they were able to solve. The axis goes to 100%, even though none of the bars even reach 5%.
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Alexander Lex @alex-lex.bsky.social · 18/10/2024
UpSet won the #ieeevis InfoVis 10-year test of time award 🎉. Thanks to @ngehlenborg.bsky.social @henstr.bsky.social Romain Vuillemot, and Hanspeter Pfister for being an awesome team to work with on this. I wrote up my reflections on what made UpSet successful: vdl.sci.utah.edu/blog/2024/10...
vdl.sci.utah.edu
Reflections on UpSet
This blog post was triggered by UpSet winning the 10-year Test of Time Award at IEEE VIS. In this post, I reflect on how UpSet came about, and what made it successful.
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Arvind Satyanarayan @arvind.bsky.social · 18/10/2024
A full house in Boston for @kanarinka.bsky.social #ieeevis closing capstone. Thank you to our hosts @Northeastern @KhouryVIS for the gorgeous space!
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Arvind Satyanarayan @arvind.bsky.social · 31/07/2024
Last month, I had a lot of fun giving a lightning talk about some new ideas I'm stewing on regarding generative AI and human agency. It touches on only the first piece of a longer argument we unpack in a recent white paper. www.youtube.com/watch?v=Do3o... Summary 🧵👇
youtube.com
Intelligence as Agency | Arvind Satyanarayan | MIT 2024
Arvind Satyanarayan advocated for rethinking AI evaluation beyond the Turing Test's focus on mimicking human behavior, proposing a move towards assessing AI on its ability to act with agency and advance meaningful goals. He highlighted the limitations of current AI systems in generating explanations accessible to visually impaired users, underscoring the importance of creating AI that respects user agency and offers nuanced control over data understanding and interpretation. this talk was produced at CSAIL + Imagination in Action: AI Frontiers and Implications event at MIT Stata Center on June 7, 2024 by Daniela Rus & John Werner MIT CSAIL directed by Daniela Rus is a driving force inventing new computing and AI technology that becomes increasingly integrated into our lives and attracting original thinkers. MIT CSAIL is the largest research laboratory at MIT and one of the world’s most important centers of information technology research. Imagination in Action founded and run by John Werner is a non profit built on the belief that a single spark can ignite innovation. By blending exponential technology with the human touch, we it strives to drive action. Through in-person events in Davos, the California Bay Area, and MIT, Imagination in Action engages the world's leading minds in a dialogue about the future of innovation. ====== ✌️ Subscribe! http://bit.ly/ImaginationInAction-YouTube 👉 More info: https://www.imaginationinaction.co/ 🐦 Join the conversation! #ImaginationInAction ======
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IEEE VIS @ieeevis.org · 17/04/2024
🎉 IEEE VIS is on Bluesky! Please give us a follow for updates about the world's top venue for advances in data visualization and visual analytics.
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Lauren Klein @laurenfklein.bsky.social · 27/03/2024
But that's not all! On Thurs 4/4 at 4pm we welcome @arvind.bsky.social @crystaljjlee.com and Jonathan Zong of the MIT Visualization Group for a talk on accessible data representations for screen reader users: www.eventbrite.com/e/accessible...
Event flyer featuring x-rays of sea anemones, of course!
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Kate Starbird @katestarbird.bsky.social · 10/12/2023
Perhaps the clearest explanation of what I (and many colleagues in the field of misinformation studies) have been facing over the past year. Hardest media interview I’ve ever done. The journalist really worked to get to the bottom & the heart of the story: www.seattletimes.com/seattle-news...
seattletimes.com
Attacked by conservatives, UW misinformation researcher gears up for 2024
Kate Starbird's attempt to promote factual information and boost democracy has gotten her sued, blasted by Congressional inquiries and subjected to a death threat.
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Evan Peck @peck.phd · 25/07/2023
I always appreciate Michael Correll's (correll.io) visualization reflections. Here's another good one about papers from this year's EuroVis: mcorrell.medium.com/we-have-visuali…
mcorrell.medium.com
Just a moment...
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