Jason Jeffrey Jones @jasonjones_jjj
Computational social scientist. I study the human condition with online experiments, surveys and data mining. @[email protected] jasonjones.ninja Stony Brook, NY Joined December 2009-
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Can LLMs replace human subjects in social science? A thread on our latest paper. TL;DR: to date, they cannot really, because they exhibit an unnoticed pattern we call “machine bias”. osf.io/preprints/soca… 1/n
probably of greatest interest to most social scientists are the tools for data labeling: docs.expectedparrot.com/en/latest/note…
Predicting the Self with Generative AI I built an #ArtificialInteligence oracle to predict future selves. It went okay. Slides: jasonjones.ninja/misc/slides-Jo… Preprint: osf.io/preprints/soca…
Summarizing long documents (>100K tokens) is a popular use case for LLMs, but how faithful are these summaries? We present FABLES, a dataset of human annotations of faithfulness & content selection in LLM-generated summaries of books. arxiv.org/abs/2404.01261 🧵below:
New article! "Attitudes Toward Artificial General Intelligence: Results from American Adults in 2021 and 2023" by Jason Jeffrey Jones (@jasonjones_jjj) and Steven Skiena link below
Hey @LoveDataWeek and everyone enjoying #LoveData24: Have you ever wondered which words people use most or least when they describe themselves? Wonder no more; download ipseological data from jasonjones.ninja/ipseology-cent…
Join us for the PolNet Online Colloquium on Tuesday, January 16 at 12pm ET with @jasonjones_jjj & Irissa Cisternino on "LGBTQ Visibility Online Measured Consistently and Persistently from 2012 through 2023" (discussants: @Shugars and Brian Weeks).
🚨 Preprint 🚨 LGBTQ Visibility Online Measured Consistently and Persistently from 2015 through 2023 #AcademicTwitter #PsyTwitter #soctwitter osf.io/mcax8/download/
Is my toddler a stochastic parrot? Worth the scroll: newyorker.com/humor/sketchbo…
Brendan Nyhan (@Brend.. @BrendanNyhan
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2 Followers 11 FollowingAlessio Tosolini @AlessioTosolin2
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18 Followers 1K FollowingBD_Amelie @NaDaniel3
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27 Followers 111 FollowingJeff Grabmeier @jgrabmeier
1K Followers 2K Following University science writer, birder, reader. Interested in nature, politics, psychology and other stuff.Pi-Shen Seet @pishenseet
415 Followers 3K Following Professor of Entrepreneurship and Innovation @edithcowanuni Views are my own.Nicole @nicoleogle49
133 Followers 3K FollowingS u s i L 🇳🇵 @Ohsusil
145 Followers 443 Following किताबहरु पढ्छु, चित्त (न)बुझेका कुराहरु लेख्छु !! पढ्छु-पढाउछु 📚️Early and Mid-Career .. @emcr_sna
488 Followers 433 Following Early and Mid-Career Researchers working with social networks. Chairs: @FranciscaOrtizR @chiarabroccatelEthan Mollick @emollick
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2K Followers 4K Following aka Josh Zhang. Husband, Father, & Computational social scientist @ SBU. Views mine. Studying political sociology and AI for SS. @[email protected]Jürgen Pfeffer 💎 .. @JurgenPfeffer
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1K Followers 783 Following Sociologist. Assistant Professor @nmsu. Lead/Founder, @nmsuDaSA. PI, C3 Lab (https://t.co/bcLw7ppwsV). RTs =/= endorsements. Tweets are mine.Irissa☀️ @nerdy_phd
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19K Followers 11K Following Security engineering at Stealth Co. Always trying new things. Good takes are mine alone. Bad takes are someone else's. Fun web site: https://t.co/D8d41JsTubImproving Kinesiology @STORKinesiology
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1K Followers 334 Following PDF candidate @PSUSocCrim & @CSoDA_PSU | Emma-nominated Vice Signaler | Culture + Politics x Computational Social Sci. | @sehiruniversite & @BingPoliSci Alum |Alexi Quintana Mathé @Alexi17866745
184 Followers 496 Following Phd Student @NUnetsi, Lazer Lab. Visiting student @UABBarcelona, Coalesce Lab. Networks, Computational Social Science, Harm Reduction. He/him/hisCAIS NRW @CAISnrw
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6K Followers 857 Following The 18th International AAAI Conference on Web and Social Media will be held in Buffalo, New York, USA, from June 3rd to 6th, 2024.Yini Zhang @yinizhang2011
1K Followers 2K Following assistant professor @CommDepUB, #polcomm, #networks, #computationalmethodsLinus ●ᴗ● Ekens.. @LinusEkenstam
192K Followers 3K Following AI Gardener & Designer. Follow to get the latest AI trends, learn how to use AI tools to augment yourself - @bedtimestoryai @typeform @flodeskinc @thingtesting_Folding clothes, with $250 #Robot arms 🦾 This project provides a budget-friendly yet sophisticated solution for #Robotics enthusiasts looking to construct their own robot arm 👉🏻Github: bit.ly/3IZg40Z by: Alexander Koch #AI #Automation #DIY @CurieuxExplorer…
Here's a template for using an agent to code your data in EDSL: gist.github.com/rbyh/c9927de57…
The next popular programming language is English. Here’s my review of the 24 hours I’ve spent with @github’s Copilot Workspaces product: every.to/chain-of-thoug…
Most online communities fail really quickly, never getting more than a few contributors. What role do community founders have in which communities grow? In this blog post, I summarize research that @skairam and I did surveying Reddit founders. blog.communitydata.science/founders-influ…
Unscientifically, it looks like things the tech job market is getting a lot worse (This is adjusted for the majority of people who clicked "other/see results") August 2023: 46% okay, 38% awful, 14% apocalyptic Jan 2024: 33/41/24 April 2024: 25/40/35
For those looking for a job in tech, or otherwise involved in the hiring process: how bad is the market right now?
WHO IS NAMING THE DOGS AT TORONTO ANIMAL SERVICES
Can LLMs replace human subjects in social science? A thread on our latest paper. TL;DR: to date, they cannot really, because they exhibit an unnoticed pattern we call “machine bias”. osf.io/preprints/soca… 1/n
Journalists: can you always, at minimum, link to the study you're writing about?
Critique is cheap talk. People can spam endless vague most incorrect ideas, authors can cherry pick/ignore/double down and nothing changes. It should all just go into the record so a consumer downrange can decide for themselves how to evaluate that ev.
💘 residuals 💘 For any model: residual = data point - model prediction it is the part of the data that your model has failed to explain residuals are good for checking model diagnostics, AND ALSO super interesting *as their own thing* as below
many critiques of LLMs are solved by putting the LLM inside a good bureaucracy. Good bureaucracy provides workers (and LLMs?) with 1) good directions ("prompting" & "alignment") 2) tolerance for mistakes ("hallucinate") 3) tolerance for inconsistency ("variable")
maybe if it turns out to be made of H100s but that seems unlikely
@chris_petsko I’ve never seen something so incorrect. Please tell me you appealed.
probably of greatest interest to most social scientists are the tools for data labeling: docs.expectedparrot.com/en/latest/note…
@emollick No need to fear monger. The technology can be used to build defenses, if people focus on doing that instead of fear mongering
If your statistical framework requires you to utter incantations the day before you run the regression for it to count, maybe that's not a super scientific framework
Thanks to everyone who participated in the Generative AI and Sociology Workshop. It was amazing to see so much interest and innovation in this space. And thanks to @ISPSYale, DISSC, and @YaleSoc for the support. dissc.yale.edu/events/generat…
Despite not playing Command & Conquer: Red Alert for over 20 years, I can't read "acknowledged" without a Russian accent in my head.
Hot off the press! rdcu.be/cU35Z Quantifying collective identity from self-defining hashtags of over 85,000 Twitter user profiles. Collective identities emerge from a graph model of self-labels. Info-theoretic measures to boot! Check it out 🤙