Alex Leavitt, PhD (they/them) @alexleavitt
Principal researcher for Trust & Safety @Roblox & Visiting Fellow @CHAI_Berkeley. 🏳️🌈🐈⬛🏳️⚧️ Ex-@Meta, PhD @USCAnnenberg. 日本語でOK! alexleavitt.net San Francisco, CA Joined May 2008-
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AI is already capable of superhuman persuasion In this randomized, controlled, pre-registered study GPT-4 is better able to change people’s minds during a debate than other humans, when it is given access to personal information about the person it is debating.
AI is already capable of superhuman persuasion In this randomized, controlled, pre-registered study GPT-4 is better able to change people’s minds during a debate than other humans, when it is given access to personal information about the person it is debating.
Our new paper suggests that #GPT is a cheap, easy & effective tool for text analysis. We find that GPT (3.5 & 4) is able to detect psychological constructs (eg emotions) WAY better than dictionary methods across 12 languages! See paper for details: psyarxiv.com/sekf5/
NEW in PNAS from PRL👉 @d_e_holliday, Shanto Iyengar, @ylelkes, and @seanjwestwood: pnas.org/doi/10.1073/pn… We find that Americans of both parties overwhelmingly support democratic norms and reject political violence, despite antidemocratic behavior from political elites. 🧵1/7
Been off Twitter since mid-December cause I had to factory reset my phone and didn't log in again, and... I'm not quite sure I missed much of anything without being on it 🙃
OMG, the AI Winter Break Hypothesis may actually be true? There was some idle speculation that GPT-4 might perform worse in December because it "learned" to do less work over the holidays. Here is a statistically significant test showing that this may be true. LLMs are weird.🎅
OMG, the AI Winter Break Hypothesis may actually be true? There was some idle speculation that GPT-4 might perform worse in December because it "learned" to do less work over the holidays. Here is a statistically significant test showing that this may be true. LLMs are weird.🎅
🚨New Preprint: "Generative language models exhibit social identity biases" Did you know LLMs mirror human-like biases, showing human-levels of ingroup solidarity & outgroup hostility? A thread: 📄 arxiv.org/abs/2310.15819 1/7
Why does out-group animosity go viral, even though most people say they don't want it to go viral? @g_heltzel finds that extreme partisans (who engage more with politicians online) prefer tweets that express out-group animosity, but moderates don't: open.library.ubc.ca/soa/cIRcle/col…
The Institute's latest Elections Integrity Best Practices Guide was featured in today's @axios AI+ newsletter. axios.com/newsletters/ax… Learn about how online platform companies could expand their elections integrity programs to address #GenerativeAI ⤵️
The Institute's latest Elections Integrity Best Practices Guide was featured in today's @axios AI+ newsletter. axios.com/newsletters/ax… Learn about how online platform companies could expand their elections integrity programs to address #GenerativeAI ⤵️
Just reminded of this amazing example, from Reddit's brief in Gonzalez, of an actual must-carry claim filed under the Texas law that is now going to the Supreme Court. Imagine this times a hundred thousand.
Giving users the ability to provide context when reporting abuse is a key element of supporting targets of online hate. Glad to see @Roblox adding this important feature to their platform.
@alexleavitt stresses the importance of focusing on usability and not necessarily friction when improving reporting mechanisms. Your users must be able to use your reporting flows easily!
This was a great discussion about how users experience reporting abuse online! Especially appreciate the point that there are steps platforms could implement for users to also build empowering communities in this process.
This was a great discussion about how users experience reporting abuse online! Especially appreciate the point that there are steps platforms could implement for users to also build empowering communities in this process. https://t.co/Ym3WMT0Jwg
@InbalGoldberger @alexleavitt shares the teaching materials that introduce students to feature design and red teaming!
Now out in Perspectives on @PsychScience People engage with divisive and negative content online. But, does this mean that people *like* divisive content? No! We find that people across the political spectrum do not want divisive content to spread. journals.sagepub.com/doi/10.1177/17…
Incredibly cursed research methodology just dropped.
Simulated GPT-3.5 “people” replicate 38% of psych studies, but fail when they insist there is one “correct” answer Also: “our sample of self-reported GPT liberals were still closer to the human conservative sample than it was to the human liberal sample.” arxiv.org/pdf/2302.07267…
New piece alert—after years of thinking about the Meta Oversight Board, I come to the conclusion that we need to be careful what we wish for. "More legitimate" content moderation sounds good, but what does it get us really? Forthcoming @HarvardJOLT papers.ssrn.com/sol3/papers.cf…
Dr. Casey Fiesler @cfiesler
26K Followers 2K Following Professor who is on Twitter much less than she used to be. @[email protected] information science professor @cuboulder. PhD/JD.Joan Donovan, PhD �.. @BostonJoan
45K Followers 5K Following Founder the Critical Internet Studies Institute & BU Asst Professor of Journalism. Whistleblower coverage from Washington Post: https://t.co/MSEz9RhVQnDeen Freelon @dfreelon
16K Followers 3K Following Presidential Prof of Communication @AnnenbergPenn. I study digital politics, identity, & computational methods professionally, and pop music for fun.Nick Seaver @npseaver
17K Followers 2K Following anthropology, algorithms, attention | asst prof @tuftsuniversity | mr @thisischristina | he/him | "very relatable, but not exactly chill"Chris Bail (chris_bai.. @chris_bail
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23K Followers 8K Following This website is garbage and owned by a fascist.Alex Hanna (اليك�.. @alexhanna
29K Followers 5K Following Director of Research @DAIRInstitute \ 🛼 @BayAreaDerby \ THE AI CON @HarperBooks (soon) \ 🇪🇬⚧ She/هي \ 🐘[email protected] \ Rep 📝 @ianbonaparteDr. Nazanin Andalibi @naz_andalibi
6K Followers 2K Following Asst Prof @umsi (she/her) | emotion AI, privacy, ethics, justice, marginality, identity, reproductive justice/health, social media | obsessed with my 🐕🦺Evelyn Douek @evelyndouek
18K Followers 882 Following Assistant Professor @StanfordLaw. Aussie struggling with °F & online speech stuff. @[email protected]Katy Pearce https://m.. @katypearce
11K Followers 3K Following Associate Prof @uwcomm. I study tech & inequality in 🇦🇲 & 🇦🇿. Posts research & pop culture & parenting. She/her. #BlackLivesMatter. Very COVID cautious.Dr. Aure Schrock @aschrock
9K Followers 6K Following Academic Editor and Writing Coach・New book "Politics Recoded" (MIT Press 2024)・Nature boi 🏔️・Foodie 🍛・They/he 🏳️🌈・All links https://t.co/StfmES6WQgSean J. Taylor @seanjtaylor
46K Followers 4K Following Building @MotifAnalytics. Formerly @Lyft and @Facebook. Keywords: Experiments, Causal Inference, Statistics, Machine Learning, Economics.Dominik Stecuła @decustecu
5K Followers 5K Following Prof at @coloradostateu | Incoming Prof of Communication & Political Science @OhioState | Previously @APPCPenn & @SFU | Immigrant² 🇵🇱🇨🇦🇺🇸 | #COYG #NuggetsJean Burgess @jeanburgess
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2K Followers 5K Following PhD Student @cmuhcii | Critical Computing + STS + Queer Stuff | #BiMenExist | he/him | Mastodon: [email protected]David G. Rand @DG_Rand
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17K Followers 2K Following networks, contagion, causality. @MIT professor 'deaneckles' or 'eckles' elsewhereAxel Bruns @snurb_dot_info
11K Followers 2K Following social media and journalism researcher at @qutdmrc - views are my own, but you're welcome to share them (he/his) 🐘: @[email protected] 🟦: @snurb.bsky.socialRAYO SPORTS AGENCY @RAYO_Sports_Ag
24 Followers 89 Following We recruit and manage young talents. #rayosportsagencyวิไลวาว.. @JVzQFb3dMN2xPx
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208 Followers 6K Following Proverbs 1:7 KJV The fear of the Lord is the beginning of knowledge: but fools despise wisdom and instruction.Aldo Ceccarelli @aldoceccarelli
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283 Followers 7K Following All things AI, Computer Science and Circuits! Prev. @GoogleAIMarcus Ureilus @ureilus94237
33 Followers 205 FollowingYukun Yang @whydowehavename
62 Followers 256 Following crazy broke asian and phd student at @NUnetsi; views are my ownrthar.bsky.social @_rthar
435 Followers 920 Following Escaped this walled garden. Here to lurk & vent about all my sports woes. 🦣: https://t.co/ezECTLbizeNouran Soliman @nouranmsoliman
421 Followers 2K Following PhD Candidate @MIT_CSAIL @haystack_csail @MITEECS @MIT | HCI | Online Safety & Trust | Social Computing | Social Media | AIJihyeong Hong 홍지�.. @paperandi
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33 Followers 77 FollowingDONUTS CCI @DONUTSColab
55 Followers 110 Following The Data, Ontology, Networks, Usability, Textuality, and Safety (DONUTS) Collaborative @DrexelCCI in #HCI #NLP #SocialComputing #CSCW #STSDeepti Sharma @deepti_sharma8
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5K Followers 739 Following Sociologist@MIT. Mostly AFK here. Email best. ybikapix (insta), https://t.co/bMdDEw2k1u, @[email protected]𝘠𝘈𝘚𝘔𝘐�.. @Yasmin32y
39 Followers 618 Following B.B:1/11🦂🎂 13/2/2006 mama🖤 29/9/2018 Baba🖤 لا تحزن اللّٰه محيط بأمرك🤍PhilomenaKallam @PKallam64455
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33 Followers 173 Following sweet, shy, some times loud, im me what do u expect thats itCourtney Cronin Wildm.. @cacronin
214 Followers 1K FollowingGeorge @ChasinTruth0987
218 Followers 3K FollowingElon Musk @Elon_musk0090
287 Followers 4K FollowingSilvano Ernest @silvanompinge
43 Followers 494 Following 𝙔𝘼𝙇𝙄 𝘼𝙡𝙪𝙢𝙣ï @yali_rlc_ea |Medical 🩺 |Community Health & Climate Advocate🌍 |GBV Champion 📢|Founder @community_solutions_foundationGlobal Citizen @Citizen8Global
214 Followers 775 Following Economics & cyberspace. Former banker reborn in tech.Mohammad Raihan Uddin @RaihanAkash0
245 Followers 4K Following Researcher- ML, AI, Federated Learning.Mary @MaryEb1996
131 Followers 1K Following Interested in Analytical , Social and Evolutionary psychology .Opportunities for all @Oppo4all
699 Followers 5K Following Many professors or employers are looking for students while many students at the same time are looking for opportunities everyday...we bring both together!Chidera Vitalis Ononi.. @chideravita150
397 Followers 3K Following political scientist with an interest in political neuroscience and global politics. Climate change activist, and founder of Green-Eco school club Nigeria.Dr. Casey Fiesler @cfiesler
26K Followers 2K Following Professor who is on Twitter much less than she used to be. @[email protected] information science professor @cuboulder. PhD/JD.Joan Donovan, PhD �.. @BostonJoan
45K Followers 5K Following Founder the Critical Internet Studies Institute & BU Asst Professor of Journalism. Whistleblower coverage from Washington Post: https://t.co/MSEz9RhVQnDeen Freelon @dfreelon
16K Followers 3K Following Presidential Prof of Communication @AnnenbergPenn. I study digital politics, identity, & computational methods professionally, and pop music for fun.Nick Seaver @npseaver
17K Followers 2K Following anthropology, algorithms, attention | asst prof @tuftsuniversity | mr @thisischristina | he/him | "very relatable, but not exactly chill"Chris Bail (chris_bai.. @chris_bail
16K Followers 1K Following Duke Professor directing https://t.co/oLxcnFusBQ & https://t.co/1DxdkCv8mo, more active at https://t.co/NnnIB9JbHs… & https://t.co/Q0kHKHOowGDr. Sarah T. Roberts .. @ubiquity75
23K Followers 8K Following This website is garbage and owned by a fascist.Alex Hanna (اليك�.. @alexhanna
29K Followers 5K Following Director of Research @DAIRInstitute \ 🛼 @BayAreaDerby \ THE AI CON @HarperBooks (soon) \ 🇪🇬⚧ She/هي \ 🐘[email protected] \ Rep 📝 @ianbonaparteDr. Nazanin Andalibi @naz_andalibi
6K Followers 2K Following Asst Prof @umsi (she/her) | emotion AI, privacy, ethics, justice, marginality, identity, reproductive justice/health, social media | obsessed with my 🐕🦺Evelyn Douek @evelyndouek
18K Followers 882 Following Assistant Professor @StanfordLaw. Aussie struggling with °F & online speech stuff. @[email protected]Katy Pearce https://m.. @katypearce
11K Followers 3K Following Associate Prof @uwcomm. I study tech & inequality in 🇦🇲 & 🇦🇿. Posts research & pop culture & parenting. She/her. #BlackLivesMatter. Very COVID cautious.Dr. Aure Schrock @aschrock
9K Followers 6K Following Academic Editor and Writing Coach・New book "Politics Recoded" (MIT Press 2024)・Nature boi 🏔️・Foodie 🍛・They/he 🏳️🌈・All links https://t.co/StfmES6WQgSean J. Taylor @seanjtaylor
46K Followers 4K Following Building @MotifAnalytics. Formerly @Lyft and @Facebook. Keywords: Experiments, Causal Inference, Statistics, Machine Learning, Economics.Jean Burgess @jeanburgess
12K Followers 2K Following Professor @qutdmrc, @QUTSchoolofComm, Associate Director @admscentre, Fellow of @HumanitiesAU & @icahdq. Quiet quitting Twitter, but still here for work.Zizi Papacharissi @zi.. @zizip
14K Followers 2K Following UIC Distinguished Professor of Communication + Poli Sci, Head of COMM@UIC Books: After Democracy; Affective Publics; A Private Sphere; A Networked Self seriesKatie Harbath @katieharbath
13K Followers 5K Following Work at the intersection of tech & democracy. Global Affairs, Duco Experts. Ex-Facebook. Newsletter writer: https://t.co/A52ycy3I6n.Daphne Keller @daphnehk
30K Followers 302 Following Platform Regulation Director, Stanford Cyber Policy Center. Former Google AGC. This is roughly my zillionth rodeo.David G. Rand @DG_Rand
16K Followers 1K Following Prof @MIT working on misinformation/fake news, social media, intuition vs deliberation, cooperation, politics, religion (he/him)Dean Eckles @deaneckles
17K Followers 2K Following networks, contagion, causality. @MIT professor 'deaneckles' or 'eckles' elsewhereBrian Fishman @brianfishman
12K Followers 1K Following Cofounder, Cinder. https://t.co/M4B8v85LM6. Author, https://t.co/VVKNr5gSDt. Former Dangerous Orgs @meta. Affiliated w @newamericaisp, @ctcwp. Tweets my own.tarte @HoDaRaKe
646K Followers 3K Following Anime and Game fan 🥳 For RP requests, please contact DM after subscribing. pixiv : https://t.co/OJ5dxztYLB patreon : https://t.co/7jhQLQEYMitom cunningham @testingham
1K Followers 2K Following @openai. Ex Otago, LSE, Harvard, Tel Aviv, IIES Stockholm, Facebook, twitter, integrity institute.Bloxy News @Bloxy_News
915K Followers 271 Following Whatever's happening on @Roblox, it's all here. Have news to report? Submit a tip via Direct Message!Mike Wagner @prowag
7K Followers 5K Following Minnesotan. Journ & Mass Comm Prof. @UWMadison. AE at POQ; 10/10 Room Rater.Caltrain Alerts @CaltrainAlerts
9K Followers 42 Following Official service alerts for @Caltrain. Some information is automated, delays are approximate. To report an issue call Customer Service at 1.800.660.4287.HRDAG @hrdag
7K Followers 198 Following Data analysis, scientific research, and innovation in scientific methods in the field of human rights.morgan @CasualEffects
21K Followers 3K Following Roblox Chief Scientist U.Waterloo & McGill Prof. @morgan3d.bsky Known for NVIDIA, Unity, Graphics Codex, Markdeep, G3D, Skylanders, E Ink, Titan Quest, Williamsclem 🤗 @ClementDelangue
91K Followers 5K Following Co-founder & CEO @HuggingFace 🤗, the open and collaborative platform for AI buildersSebastian Deterding @.. @dingstweets
8K Followers 1K Following Deliberate designer & empirical philosopher of playful & engaging things. Professor @imperialdyson. Ex-associate @whatsthehubbub. EiC @GamesACMDaniel Cook (also on .. @danctheduck
14K Followers 432 Following Chief Creative Officer: https://t.co/JK7GZkHFKT Blog: https://t.co/OdvwhRiu7g @[email protected] Game Design: Triple Town, Alphabear, Road Not Taken, Cozy Grove, etcDaniel Kelley @danieljkelley
3K Followers 3K Following Gaming & tech advocate. Director, Strategy & Operations, Center for Technology & Society, @adl. He/His/Him. Views my own.@emilymbender@dair-co.. @emilymbender
58K Followers 2K Following Prof, Linguistics, UW // Faculty Director, CLMS // she/her // @[email protected] & bsky // rep by @ianbonaparteJen King, PhD @kingjen
3K Followers 1K Following Privacy research/public interest tech. Privacy & Data Policy Fellow @StanfordHAI. Former @StanfordCIS. Ph.D from UC Berkeley School of Info @UCBIschool she/herNicolas Suzor @nicsuzor
5K Followers 4K Following Future Fellow. Law prof @QUTDMRC. Chief investigator @ADMSCentre. Member @OversightBoard. He/him. All views are my own. Free book: Lawless https://t.co/OVGZ2Gj4nBSteve Rathje @steverathje2
4K Followers 3K Following Postdoc @NYUniversity studying the psychology of technology. PhD from @Cambridge_Uni & BA from @Stanford. TikTok: stevepsychologyAmber Spry, Ph.D. @amber_spry
7K Followers 957 Following door holder · professor · social impact advisor (@meta) · measuring opinions + identity · usually tweeting about food + cultureHugging Face @huggingface
345K Followers 189 Following The AI community building the future. https://t.co/VkRPD0VKaZ #BlackLivesMatter #stopasianhatePartnership on AI @PartnershipAI
31K Followers 771 Following A non-profit bringing together academic, civil society, industry, & media organizations to address the most important and difficult questions concerning AI.Beth Goldberg @_BGoldberg
1K Followers 493 Following Head of research @Jigsaw (Google) | enabling evidence-based tech policy & products | @alphabetworkers Union member | former @Yale @GeorgetownSFSAnthropic @AnthropicAI
262K Followers 26 Following We're an AI safety and research company that builds reliable, interpretable, and steerable AI systems. Talk to our AI assistant Claude at https://t.co/aRbQ97uk4d.MisinfoCon @misinfocon
5K Followers 429 Following MisinfoCon is a community of people focused on the challenge of misinformation: MIT 2017, London 2017-2019, Kyiv 2018, DC 2018 and 2020, Perugia 2022, DEFCON 30Matt Motyl @MattMotyl
4K Followers 1K Following Social/political psychologist, UX researcher, author, speaker, #1stgen, opensci & stats neRd, dog & pun lover, & human formerly known as an athlete & professorBrandie Nonnecke, Hos.. @BNonnecke
4K Followers 4K Following PhD, Director @CITRISPolicyLab @citrisnews | Prof. @GoldmanSchool | Co-Director AI Policy Hub @UCBerkeley | Director @BerkeleyLawBCLTMarielza OLIVEIRA, Ph.. @MarielzaTalks
2K Followers 2K Following @UNESCO Director for Digital Inclusion, Policies and Transformation. @WSIS @IGF @UNBBCom @IJurisdiction @GPAI @ICANN #SDGsStanford HAI @StanfordHAI
86K Followers 559 Following The official account of the @Stanford Institute for Human-Centered AI, advancing AI research, education, policy, and practice to improve the human condition.Dr Zahra Stardust @ZahraStardust
8K Followers 2K Following Queer digital media scholar studying sextech, surveillance & sexual content moderation. PostDoc @ADMSCentre @QUTDMRC Affiliate @BKCHarvard (maternity leave 🍼)Rebecca Rinkevich @BexRink
2K Followers 1K Following Currently: trying to fix social media at @BKCHarvard @TheLabBKC / Was: @whitehouse @joebiden @bpimedia / Always: drinking too much coffeeDavid Nemer @DavidNemer
72K Followers 3K Following Prof @MediaStudies @UVaAnthro @UVA. Faculty Associate @BKCHarvard. Anthropology of Tech/STS. Books: Technology of the Oppressed (@MITpress) Favela Digital (GSA)Abeba Birhane @Abebab
53K Followers 2K Following Senior Advisor, AI Accountability @Mozilla |Cognitive science PhD |Adjunct prof @tcddublinscss, @tcddublin |Ethiopian in Ireland |She/her @abeba.bsky.socialMatthew Masterson @mastersonmv
6K Followers 1K Following Current @Microsoft Democracy Forward, Director of Information Integrity. Former @Stanfordio. Former @CISAgov election security. Former @eacgov Commissioner.Rest of World @restofworld
73K Followers 2K Following We're a nonprofit publication covering global technology outside the West. Sign up: https://t.co/peKhy8RO7Jcraig newmark @craignewmark
92K Followers 5K Following craigslist founder & CSR, not management since 2000, https://t.co/MgiGNQGJ9HCenter for Democracy .. @CenDemTech
39K Followers 2K Following The Center for Democracy & Technology. Shaping technology policy and architecture, with a focus on equity and justice. @CDTEU for our EU-based team.Jamal Greene @jamalgreene
17K Followers 517 Following Dwight Professor of Law @ColumbiaLaw. How Rights Went Wrong (https://t.co/w3wjeQR9qo), @[email protected] . Views are my own.Aaron Berman @berman_aa
5K Followers 354 FollowingEli Pariser | @elipar.. @elipariser
24K Followers 3K Following Also @eli.bsky.social. Now: @WeAreNew_Public, husband+dad. Then: @Upworthy, "Filter Bubble," @MoveOn ED. Pessimist of the intellect, optimist of the will.Nora Benavidez @AttorneyNora
8K Followers 3K Following free speech, democracy, innovation. senior counsel @freepress. past: free expression @PENamerica, litigation @ACLU. board: @Georgia1stAmend.Brandon Silverman @brandonsilverm
4K Followers 5K Following Former CEO & Co-Founder of CrowdTangle (acq. by Meta). Fan of transparency & dogs.Tiffany Hsu @tiffkhsu
11K Followers 984 Following @nytimes misinformation reporter. Morning person. Tips: [email protected], DM for SignalEthan Mollick @emollick
211K Followers 553 Following Professor @Wharton studying AI, innovation & startups. Democratizing education using tech Book: https://t.co/CSmipbJ2jV Substack: https://t.co/UIBhxu4bgqNoam Bardin @noam
34K Followers 473 Following https://t.co/CtNGqgfbOk Founder - Post News former Waze CEO (2009-21)Alex Abdo @AlexanderAbdo
8K Followers 1K Following Litigation Director, @knightcolumbia. Formerly w/ @ACLU. Views here are my own. he/him. PGP: https://t.co/ZltwuSDLj3. @[email protected].AlgoSoc @ALGOSOC_
2K Followers 46 Following 'Public Values in the Algorithmic Society' (AlgoSoc) is an interdisciplinary research program dedicated to a societal perspective on automated decision makingDare Obasanjo🐀 @Carnage4Life
149K Followers 1K Following Opinions about product management, technology news and inclusivity in tech. Diversity is about demographics, inclusion is about creating a sense of belonging.Davey Alba @daveyalba
33K Followers 3K Following @technology reporter / Google, Big Tech, misinfo / https://t.co/jHd4a2emnj / ask for my SignalAI is already capable of superhuman persuasion In this randomized, controlled, pre-registered study GPT-4 is better able to change people’s minds during a debate than other humans, when it is given access to personal information about the person it is debating.
🚨LLMs outdebate humans when given access to opponents' personal Information!🚨 In a pre-reg study (N=820), participants who debated ChatGPT had 81.7% (p<0.01) higher odds of agreeing with their opponents after the debate (compared to a human baseline) 📜arxiv.org/abs/2403.14380
Our new paper suggests that #GPT is a cheap, easy & effective tool for text analysis. We find that GPT (3.5 & 4) is able to detect psychological constructs (eg emotions) WAY better than dictionary methods across 12 languages! See paper for details: psyarxiv.com/sekf5/
NEW in PNAS from PRL👉 @d_e_holliday, Shanto Iyengar, @ylelkes, and @seanjwestwood: pnas.org/doi/10.1073/pn… We find that Americans of both parties overwhelmingly support democratic norms and reject political violence, despite antidemocratic behavior from political elites. 🧵1/7
5 books that will help you build healthy academic writing habits (so you can write a lot and publish a lot):
How should we measure opinion in rapidly changing information environments? In a working paper, I develop an approach - the crowdsourced adaptive survey (CSAS) - that unites LLMs and adaptive algorithms to create surveys that evolve with user input. 🔗: dropbox.com/scl/fi/34yw3p0…
There's too much happening right now, so here's just a bunch of links GPT-4 + Medprompt -> SOTA MMLU microsoft.com/en-us/research… Mixtral 8x7B @ MLX nice and clean github.com/ml-explore/mlx… Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models…
A lot of non-technical people don’t realize how amazing @huggingface is for anyone even mildly curious about AI. It has over 430K AI models hosted on it, including model demos hosted by OpenAI, Google etc. 👇quick intro guide for non-technical folks on how to get started:
OMG, the AI Winter Break Hypothesis may actually be true? There was some idle speculation that GPT-4 might perform worse in December because it "learned" to do less work over the holidays. Here is a statistically significant test showing that this may be true. LLMs are weird.🎅
@ChatGPTapp @OpenAI @tszzl @emollick @voooooogel Wild result. gpt-4-turbo over the API produces (statistically significant) shorter completions when it "thinks" its December vs. when it thinks its May (as determined by the date in the system prompt). I took the same exact prompt…
I’ll be on @NBC10 on Sunday at 1130am. It will also be available on peacock nationally. I can’t tell you how much relief I feel for having told the truth out loud. While H wanted me to be running scared and to accept their harassment and mistreatment, I took notes.
🚨New Preprint: "Generative language models exhibit social identity biases" Did you know LLMs mirror human-like biases, showing human-levels of ingroup solidarity & outgroup hostility? A thread: 📄 arxiv.org/abs/2310.15819 1/7
Why does out-group animosity go viral, even though most people say they don't want it to go viral? @g_heltzel finds that extreme partisans (who engage more with politicians online) prefer tweets that express out-group animosity, but moderates don't: open.library.ubc.ca/soa/cIRcle/col…
Obsessed with the new “make it more” trend on ChatGPT. You generate an image of something, and then keep asking for it to be MORE. For example - spicy ramen getting progressively spicier 🔥 (from u/dulipat)
Determining an effect size (ES) of interest can be hard, so many fall back on Cohen's defaults. But these defaults were never meant to be universally applied! In our new paper we identified empirically derived ES thresholds for psychotherapy in depression doi.org/10.1016/j.jpsy…
It appears that just applying techniques inspired by Kahneman and Sloman actually results in better LLM outputs. From psychology to AI, interesting.
System 2 Attention (is something you might need too) paper page: huggingface.co/papers/2311.11… Soft attention in Transformer-based Large Language Models (LLMs) is susceptible to incorporating irrelevant information from the context into its latent representations, which adversely…
The “feedback sandwich” (start with something positive, then the negative thing, then something positive) is a bad way to give feedback. Plus, this shows it often backfires - not changing incorrect behavior while also upsetting the recipient! Don’t manipulate, be transparent 🥪
This paper argues that having a psychologically rich life is distinct from having a meaningful or a happy life. And a small, but sizeable, minority, across cultures prefers a life full of novelty & challenge over other forms of satisfaction Paper summary: psychologytoday.com/us/blog/living…
Big companies are masses of scar tissue When companies have a negative shock (product failure, drop in revenues, etc) one of the ways they get back on track is by implementing standard procedures to solve the problem. But adopting standards lowers future adaptability forevermore
You can use ChatGPT to make pairwise comparisons of politicians to construct an ideology measure or one specific to gun control or abortion patrickywu.com/PatrickYWu_JMP…