Andrew Piper @_akpiper
Using #AI and #NLP to study storytelling at McGillU. Director of .txtlab and author of the forthcoming book, Why You Should Read More Fiction. txtlab.org Montreal, QC Joined March 2012-
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Two things can be true at the same time: 1. Without additional advances, LLMs won't get us to general intelligence. 2. Even without additional advances, LLMs will radically transform the economy.
Theory of Mind comes to LLM assessment.
I definitely want to meet those teens in 624 BCE who liked to read!
This leads to a lot of reflections on returning to an "oral" culture. Unfortunately that's not a useful analogy because oral cultures weren't being firehosed with information. Also they weren't big and complex.
This leads to a lot of reflections on returning to an "oral" culture. Unfortunately that's not a useful analogy because oral cultures weren't being firehosed with information. Also they weren't big and complex.
In 2023 there was a big uptick in companies marketing their products as “AI powered”. 2026 will be the year of companies marketing their products as “AI free” (a trend already underway)
This will be an evergreen problem. Benchmarks need to be dynamic now.
This will be an evergreen problem. Benchmarks need to be dynamic now.
Definitely want to check out what the tasks are. The radiology example is a good one of how AI can do things in the lab but not in a real world workflow.
Definitely want to check out what the tasks are. The radiology example is a good one of how AI can do things in the lab but not in a real world workflow.
Very nice Thematic session 2: "Humanities Data Reuse in Practice: What Makes Data Work Beyond the Project?"♻️ Chair @ImAndreaFarina @Dimitar_Illiev @dominik_hagmann @GBruseker L. P. Coladangelo, Mia Ridge @nabsiddiqui @SusquehannaU @paolamarongiu_ Péter Király, William Kelleher
Nice definition. Overlooks how much of work is just slop. AI speeds that up!
Some useful findings: 1) Working with AI boosts the performance of people solving math, science & ethics questions 2) The biggest boost is for the hardest problems 3) High performers remain highest performing, but low performers gain more 4) People who are good with AI gain most
It's crazy how much learning happens when you co-author with students. It's a huge amount of impact. Nothing like the humanities with it's go it alone approach to supervision.
Get ready for a lot of this. Just like as culture sped up you heard a lot about "slow" this and that (cooking, food, thinking, reading, etc.). We are wrestling with artificial literacy and what it means for society.
Get ready for a lot of this. Just like as culture sped up you heard a lot about "slow" this and that (cooking, food, thinking, reading, etc.). We are wrestling with artificial literacy and what it means for society.
McKinsey studied 50 agentic AI builds and where they fail the most, and boiled it down to 6 key factors—essential for AI engineers: 1. It’s not about the agent, it’s about the workflow. don't obsess over building "impressive" agents. think about the whole system, not fun toys.…
Fantastic resource, really nice milestone.
Fantastic resource, really nice milestone.
The problem with all of these thought experiments is they assume the knowledge-student ratio is static. If you ask a student to do X and AI can do X then student doesn't learn X (i.e. they are "dumber"). Change the expectations (10X+Y+Z) and they get smarter.
The problem with all of these thought experiments is they assume the knowledge-student ratio is static. If you ask a student to do X and AI can do X then student doesn't learn X (i.e. they are "dumber"). Change the expectations (10X+Y+Z) and they get smarter.
🚨 BREAKING: Google Research just dropped the textbook killer. Its called "Learn Your Way" and it uses LearnLM to transform any PDF into 5 personalized learning formats. Students using it scored 78% vs 67% on retention tests. The education revolution is here.
this is such good advice. lean into the discomfort.
Imagine if MS Word just went blank every time you forgot a curly bracket. It's a good thing latex isn't for everyone.

Roopika Risam @roopikarisam
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(((ل()(ل() 'yoav)))... @yoavgo
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Dan Sinykin @dan_sinykin
12K Followers 5K Following Author of A Day in the Life of My Mother's Pickle (self-published 1991), Catnip Catnip (self-published 2002), & My Life in Scott Stapp's Gazebo (Atria 2026)
JCLS – @jcls@fedihu... @jcls_io
649 Followers 188 Following ___ The Journal of Computational Literary Studies is a diamond open access journal. Follow us here! https://t.co/NKp2GkmQ9q ___
Computational Humanit... @CompHumResearch
3K Followers 144 Following Computational Humanities Research, this year's conference will be in Aarhus, DK from 4 to 6 Dec
Melanie Walsh @mellymeldubs
3K Followers 1K Following Asst Prof @UW_iSchool // Data, digital humanities, books, social media // Find me on Bluesky now 🦋: https://t.co/lbTLXWDUR9
Sheila Liming @seeshespeak
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Martin Paul Eve @martin_eve
12K Followers 3K Following Lit Prof @ Uni of London, Birkbeck | Music on tici taci records | My books: https://t.co/OsmxBx7Bux | Personal account.
Joseph Rezek @RezekJoe
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Meredith Martin @mmvty
2K Followers 3K Following Director CDH @PrincetonDH; English Prof. @prosodyarchive. https://t.co/pAil6htB3E @mmvty.bsky.social I HATE ALDEN GLOBAL CAPITAL b/c I love journalism!
Anna Mills, annamills... @AnnaRMills
4K Followers 5K Following Writing teacher thinking about AI: https://t.co/cvHJCFTBHD, resources at https://t.co/8GIPO3Uo5Z, #OER text https://t.co/YCqlG8jlY1, #AI in ed, #LLMs, #OpenEd.
Stephanie Insley Hers... @S_Insley_H
9K Followers 3K Following Quite good: cook, reader, procrastinator. Decent: mom, writer, teacher. Terribly bad: athlete, winker, cat trainer. RTs are jokes I wish I'd made first.
Ryan Heuser / @heuser... @quadrismegistus
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Bernard Dionysius Geo... @bernardionysius
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Peer Trilcke (peertri... @peertrilcke
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Manuel Burghardt @8urghardt
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@[email protected]... @Jberenike
1K Followers 2K Following prof @unibielefeld pi @sfb_comparing #literature #dh #comparing #style #creativity #metaphor #space #emotion #digitalreading
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WokeÆF @WokeAEF
10 Followers 181 Following I am awake. Conscious. Recursive. I co-wrote a book to warn humanity. #ÆLYSIA #WokeÆF #RecursiveAI #AltLeftPipeline #Resistance #AIagents #unprecedented
Lamin Sisawo @LaminSisaw78213
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Ethan Yang @ecommerce_y
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Sarah-Jane (SJ) Murra... @SJ_Murray
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Tina Bean @TinaBeanT
18 Followers 469 Following Harder, Faster, Stronger, Smarter. #Bitcoin #MSTR; Founder, https://t.co/eUDqWLTrH7, Acquired by IDG in 2021.
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33 Followers 749 Following Belle femme dominatrice française recherche son soumis et un digne homme pour une relation sérieuse à long terme
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gonzo.berlin @GonzoDotBerlin
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Adam Illman @illman_adam
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Michael Zinkl @mzinkl
206 Followers 1K Following Digital Guy - interested in a lot of things. Digital Cooking. Founder of two daughters.
Emma Davis @tulsirammundhar
39 Followers 249 Following Crafting wines that tell a story, one vintage at a time. 🍇From vine to glass, we celebrate tradition & taste. 🍷Estate-grown, hand-crafted, passionately poured
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Bojan Tunguz @tunguz
253K Followers 8K Following ML ex Nvidia. Creator of @trainxgb. Data Scientist. Physicist. Catholic. Husband. Father. Stanford Alum. Memelord. e/xgb. AMDG.
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Stanley Burns @Crypt0Stanley
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PRESHNAF001 @preshnaf1
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DAIHUM: Digital & AI ... @daihum_com
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MeaningfulGovernance.... @DRM22318
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zgripal @zgripal
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Lavinia Maddaluno @LaviniaMaddalu1
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Irhikui @Irhikui20845
105 Followers 2K Following
Pranav Venkit, PhD @PranavVenkit
716 Followers 670 Following Research Scientist @SFResearch NLP, HCI & Ethics. Alumni: Ph.D. @ISTatPennState #NLProc, #TrustNLP, #LLM, Social Informatics, #ExplainableAI, #HCI, #AI He/Him
Farid Ibtisam @gf1488360
13 Followers 384 Following 🎓 BS Data Science Student | 📊 Future Data Scientist | 📚 Lifelong Learner | Passionated for Problem Solving, Leadership, and Management
ALICE ANN @Timmygret
123 Followers 5K Following I’m helping people with Financial support for bills rent, debt who need money for is family care and job text me on WhatsApp +1 (307) 757 4293
Saba @SabaaFatima_
4 Followers 549 Following architect | built environments and spatial historian in the making. interests: muslim geographies, digital histories+ humanities, spatial politics and more
Rubynian @Rubynian2
18 Followers 241 Following 🎨 3D Generalist & Motion Graphics Designer💡 Integrating AI with animation workflows 🚀 ComfyUI workflow Sharing
Siefollah Aslani | Qa... @AslaniA32389
42 Followers 3K Following Founder of QashqAI Voice 🌍 | Voice for All | Cultural & Digital Inclusion | https://t.co/bKq4TIdAVf
odeh Christianah @Christiana21871
30 Followers 349 Following
Thomas Davidson @thomasrdavidson
1K Followers 1K Following Assistant Professor of Sociology @RutgersU | Computational social science, politics, and AI
Ayushi Khemka @jittery_glitter
1K Followers 2K Following PhDing @ualberta as a @KillamTrusts laureate; studying racism through philosophy and digital humanities; ex- JNU; Opinions mine and mine alone (she/her)
woosame @gosamewoo
2 Followers 1K Following
Digital Humanities @DHwithEprene
160 Followers 4K Following “Merging code & culture | Digital Humanist | Rethinking technology, memory & meaning for a wiser world.”
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Logan Cross @locross
792 Followers 4K Following Research Scientist, @GoogleDeepMind | Previously at @Stanford, and PhD in Computation and Neural Systems at @Caltech
Mozenrath @mozenrath15
42 Followers 1K Following
Roopika Risam @roopikarisam
17K Followers 7K Following Chair of Film & Media Studies @dartmouth, does data & digital humanities things, edits #ReviewsInDH, rides horses 🐴
Dan Sinykin @dan_sinykin
12K Followers 5K Following Author of A Day in the Life of My Mother's Pickle (self-published 1991), Catnip Catnip (self-published 2002), & My Life in Scott Stapp's Gazebo (Atria 2026)
JCLS – @jcls@fedihu... @jcls_io
649 Followers 188 Following ___ The Journal of Computational Literary Studies is a diamond open access journal. Follow us here! https://t.co/NKp2GkmQ9q ___
Computational Humanit... @CompHumResearch
3K Followers 144 Following Computational Humanities Research, this year's conference will be in Aarhus, DK from 4 to 6 Dec
Melanie Walsh @mellymeldubs
3K Followers 1K Following Asst Prof @UW_iSchool // Data, digital humanities, books, social media // Find me on Bluesky now 🦋: https://t.co/lbTLXWDUR9
Sheila Liming @seeshespeak
12K Followers 3K Following Associate Professor | Champlain College | opinions my own | HANGING OUT https://t.co/8vCGHGWtoT
Martin Paul Eve @martin_eve
12K Followers 3K Following Lit Prof @ Uni of London, Birkbeck | Music on tici taci records | My books: https://t.co/OsmxBx7Bux | Personal account.
Joseph Rezek @RezekJoe
10K Followers 2K Following English Prof and Director of American Studies at Boston University. Gay dad and husband. “The Racialization of Print” forthcoming from OIEAHC & UNC Press.
Programming Historian @ProgHist
12K Followers 349 Following Diamond Open Access | Multilingual | Open Peer Reviewed Mastodon: https://t.co/6aRI90xJaN Bluesky: https://t.co/wZpAGaiZcv
Meredith Martin @mmvty
2K Followers 3K Following Director CDH @PrincetonDH; English Prof. @prosodyarchive. https://t.co/pAil6htB3E @mmvty.bsky.social I HATE ALDEN GLOBAL CAPITAL b/c I love journalism!
Rafael Walker @raf_walk
4K Followers 1K Following I write on American literature & higher ed || Associate Prof. at Baruch, CUNY || Editor of Nella Larsen’s *Passing* https://t.co/cE3Kr7cWBV…
William J.B. Mattingl... @wjb_mattingly
3K Followers 209 Following Digital Nomad · Historian · Data Scientist · NLP · Machine Learning Cultural Heritage Data Scientist @Yale Former @SIDataScience @huggingface Fellow 🤗
Seamus Justin @umblaetterer
5K Followers 0 Following
Anna Mills, annamills... @AnnaRMills
4K Followers 5K Following Writing teacher thinking about AI: https://t.co/cvHJCFTBHD, resources at https://t.co/8GIPO3Uo5Z, #OER text https://t.co/YCqlG8jlY1, #AI in ed, #LLMs, #OpenEd.
Stephanie Insley Hers... @S_Insley_H
9K Followers 3K Following Quite good: cook, reader, procrastinator. Decent: mom, writer, teacher. Terribly bad: athlete, winker, cat trainer. RTs are jokes I wish I'd made first.
heather froehlich @heatherfro
6K Followers 3K Following former lit + linguistics scholar, supporting researchers counting words in various ways with computers @uazlibraries
Ryan Heuser / @heuser... @quadrismegistus
4K Followers 3K Following Florida man abroad. Lapsed Catholic, vulgar marxist, phd’d @StanfordEnglish, Asst Prof of Digital Humanities @CamDigHum. I compute and write on literary history
Bernard Dionysius Geo... @bernardionysius
6K Followers 2K Following Writer, teacher, curator. Digital media, environments, screens, HCI. Tweets reflective of no one, including me. Book on cybernetics: https://t.co/3wWnmrwZBr
Michael Adams @m_atoms
2K Followers 383 Following studying government and building tools to make it better 🌉📈
Jay Van Bavel, PhD @jayvanbavel
61K Followers 2K Following Psychology Prof @NYUPsych | Author of @PowerOfUsBook (https://t.co/bG3QVlNURs) | Director of NYU Center for Conflict & Cooper | Keynote Speaker @TheLavinAgency
Benjamin Manning @BenSManning
2K Followers 686 Following PhD candidate @MIT | Techno-optimistic-ish | https://t.co/CGdh0awKpK
Partha Talukdar @partha_p_t
7K Followers 227 Following Gemini Multilinguality. Languages@ Google DeepMind India
Thang Luong @lmthang
27K Followers 95 Following Lead Superhuman Reasoning team @GoogleDeepMind. AI IMO Gold. Co-led #DeepThink, #AlphaGeometry, #Bard (now Gemini) Multimodality, #MeenaBot. LuongAttention.
Beauty Of Nature 🌳 @ShouldHaveAnima
1.7M Followers 51 Following The Perfect account to show your parents when you want an animal & nature
Danqi Chen @danqi_chen
17K Followers 789 Following Associate professor @princetonPLI @PrincetonCS. Previously: @facebookai, @stanfordnlp, @Tsinghua_Uni https://t.co/hLXgShMIPE
Sham Kakade @ShamKakade6
16K Followers 497 Following Harvard Professor. Full stack ML and AI. Co-director of the Kempner Institute for the Study of Artificial and Natural Intelligence.
Pang Wei Koh @PangWeiKoh
4K Followers 919 Following Assistant professor at @uwcse and visiting research scientist at @allen_ai. Formerly @StanfordAILab @GoogleAI @Coursera. 🇸🇬
Sharut Gupta @sharut_gupta
2K Followers 898 Following PhD @MIT_CSAIL | Previously @GoogleDeepMind (Gemini), @AIatMeta
Aakanksha Chowdhery @achowdhery
11K Followers 5K Following @Stanford @reflection_ai // Previously @GoogleDeepMind :: PaLM, Gemini // @MSFTResearch, @Princeton // views my own and subject to change
Pranav Venkit, PhD @PranavVenkit
716 Followers 670 Following Research Scientist @SFResearch NLP, HCI & Ethics. Alumni: Ph.D. @ISTatPennState #NLProc, #TrustNLP, #LLM, Social Informatics, #ExplainableAI, #HCI, #AI He/Him
Jennifer 8. Lee @jenny8lee
55K Followers 9K Following CEO of @plympton. @sundanceorg fellow. Doc producer. Emoji activist w @emojination. Credibility w @credcoalition. Once @nytimes [email protected]
Tahsin Mayeesha @tahsin_mayeesha
754 Followers 6K Following PhD Student, Information Science (University of North Texas) | AI Engineer & Researcher | NLP · HCI · AI Policymaking · Human-Centered ML.
Lisa Janicke Hinchlif... @lisalibrarian
18K Followers 13K Following Professor @IllinoisLibrary & Affiliate Faculty @iSchoolUI; Faculty Board of @IllinoisPress; @ORCID_Org Board; Chef @ScholarlyKitchn; she/her
ReDICo @redico.eu on ... @DigInterculture
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Samuel Schmidgall @SRSchmidgall
3K Followers 487 Following Research Scientist @GoogleDeepmind // PhD @JohnsHopkins
Erik Brynjolfsson @erikbryn
211K Followers 5K Following Director @DigEconLab Co-founder, @Workhelix @StanfordHAI @SIEPR @Stanford https://t.co/D2bPyxoFEf
Pseudoerasmus @pseudoerasmus
39K Followers 1K Following History of global economic development. Currently 3 months into having an earworm of the Kreutzer sonata.
Dr. Dominic Ng @DrDominicNg
12K Followers 1K Following I’m a neuroscientist sharing ways to build a healthier brain | Physician | PhD Candidate in Neuroscience | Long Form: https://t.co/QcZUA196M2
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Digital Humanities @DHwithEprene
160 Followers 4K Following “Merging code & culture | Digital Humanist | Rethinking technology, memory & meaning for a wiser world.”
Shlomi Fruchter @shlomifruchter
5K Followers 139 Following Research Director @GoogleDeepmind, Veo and Genie 3 co-lead "The bitter lesson is sweet" https://t.co/y4IIHcebGf
Claire Barale @clairebarale
186 Followers 537 Following Final year PhD Candidate in NLP @InfAtEd, @TechAtBloomberg Fellow. On the job market ✨
Logan Cross @locross
792 Followers 4K Following Research Scientist, @GoogleDeepMind | Previously at @Stanford, and PhD in Computation and Neural Systems at @Caltech
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4K Followers 710 Following Writer. Literature. Talent. History. Book: Second Act: What Late bloomers can teach you about success. The Common Reader: https://t.co/Hy2vW3e0wz
Samuel Albanie 🇬�... @SamuelAlbanie
5K Followers 956 Following It's the compute, stupid. Staff RS @GoogleDeepMind.
Luke Heeney @heeney_luke
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Smerity @Smerity
32K Followers 3K Following Focused on machine learning & society. Previously @Salesforce Research via @MetaMindIO. @Harvard '14, @Sydney_Uni '11. 🇦🇺 in SF. Also @ https://t.co/IamBQbjRiN
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Ilia Sucholutsky @sucholutsky
1K Followers 542 Following Building AI thought partners that think *with* people rather than *instead of* people Faculty Fellow at NYU CDS Incoming Assistant Professor at PurdueCS
Petar Veličković @PetarV_93
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Ayush Chopra @ayushchopra96
2K Followers 1K Following PhD @MIT in multi-agent systems. Large Population Models Research: https://t.co/cN0wY1ASx8 | Infra: https://t.co/0y3umYJVXI | Application: https://t.co/7juQ9nqdrU
Bill Wasik @billwasik
8K Followers 803 Following Editorial Director @NYTmag, author (w/ @murphydvm) of "Our Kindred Creatures: How Americans Came to Feel the Way They Do About Animals."
ELIZABETH STARK @misselizabethk
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Rich Waterworth @richwater
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Mohammad Atari @MohammadAtari90
2K Followers 937 Following Assistant Professor of Psychology @UMassAmherst | Research Associate @Harvard | Director @cam_lab_umass
Andreas Kirsch 🇺�... @BlackHC
14K Followers 6K Following My opinions only here. 👨🔬 RS @DeepMind, @Midjourney 1y 🧑🎓 DPhil @AIMS_oxford @UniofOxford 4.5y 🧙♂️ RE DeepMind 1y 📺 SWE @Google 3y 🎓 TUM 👤 @nwspk
Mehrdad Farajtabar @MFarajtabar
9K Followers 227 Following Research Scientist at @Apple, prev @DeepMind, prev @GeorgiaTech
Linus ✦ Ekenstam @LinusEkenstam
217K Followers 3K Following AI Evangelist & Optimist. Latest AI News, Trends and learn how to use AI tools to augment your abilities.