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    Technology

    Mystery AI Hype Theater 3000

    Artificial Intelligence has too much hype. In this podcast, linguist Emily M. Bender and sociologist Alex Hanna break down the AI hype, separate fact from fiction, and science from bloviation. They’re joined by special guests and talk about everything, from machine consciousness to science fiction, to political economy to art made by machines.
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    Copyright: © 2024 Mystery AI Hype Theater 3000

    • Apple Podcasts
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    Latest Episodes:
    Episode 9: Call the AI Quack Doctor, February 17, 2023 Aug 08, 2023
    Show notes

    Should the mathy-maths be telling doctors what might be wrong with you? And can they actually help train medical professionals to treat human patients? Alex and Emily discuss the not-so-real medical and healthcare applications of ChatGPT and other large language models.
    Plus another round of fresh AI hell, featuring "charisma as a service," and other assorted reasons to tear your hair out.
    This episode was first recorded on February 17th of 2023.
    Watch the video of this episode on PeerTube.

    References:
    Glass.ai makes “diagnosis machine”:
    https://twitter.com/AiBreakfast/status/1620128621821317125?t=Q6tTAOcGAoFJ3Ko9m4EC9g&s=19

    Percy Liang claims 'PubMedGPT' can pass medical exams:
    https://crfm.stanford.edu/2022/12/15/pubmedgpt.html
    https://twitter.com/percyliang/status/1603469265583353856?s=20&t=SdWeINzUw92pbkTO8OAVqQ

    Emily's reaction to the above:
    https://twitter.com/emilymbender/status/1603766381807570944?s=20&t=SdWeINzUw92pbkTO8OAVqQ

    ChatGPT gets 60 percent of questions right in US Medical Licensing Exam:
    https://healthitanalytics.com/news/chatgpt-passes-us-medical-licensing-exam-without-clinician-input

    An Apple Watch error is clogging up 911 lines:
    https://www.nytimes.com/2023/02/03/health/apple-watch-911-emergency-call.html

    ChatGPT-assisted diagnosis: Is the future suddenly here?
    https://www.statnews.com/2023/02/13/chatgpt-assisted-diagnosis/

    NVIDIA “eye contact” demo:
    https://twitter.com/Jousefm2/status/1616878021280993284

    “Theory of the mind":
    https://twitter.com/LChoshen/status/1623575423652139015?t=Ohc9tzB09pAEddAReLc6mA&s=09

    Check out future streams on Twitch. Meanwhile, send us any AI Hell you see.

    Find our book The AI Con here, and MAIHT3k merch here.

    Subscribe to our newsletter via Buttondown.

    Follow us!

    Emily

    • Bluesky: emilymbender.bsky.social
    • Mastodon: dair-community.social/@EmilyMBender

    Alex

    • Bluesky: alexhanna.bsky.social
    • Mastodon: dair-community.social/@alex
    • Twitter: @alexhanna

    Music by Toby Menon.
    Artwork by Naomi Pleasure-Park.
    Production by Ozzy Llinas Goodman.


    Episode 8: The ChatGPT Awakens, January 20, 2023 Aug 04, 2023
    Show notes

    New year, new hype? As the world gets swept up in the fervor over ChatGPT of late 2022, Emily and Alex give a deep sigh and begin to unpack the wave of fresh enthusiasm over large language models and the "chat" format specifically.
    Plus, more fresh AI hell.
    This episode was recorded on January 20, 2023.
    Watch the video of this episode on PeerTube.

    References:

    Situating Search (Shah & Bender 2022)

    Related op-ed: https://iai.tv/articles/all-knowing-machines-are-a-fantasy-auid-2334

    Piantadosi's thread showing ChatGPT writing a program to classify white males as good scientists

    Find Anna Lauren Hoffman's publications (though not yet the one we were referring to) here: https://www.annaeveryday.com/publications

    Sarah T. Roberts, Behind the Screen

    Karen Hao's AI Colonialism series

    Milagros Miceli: https://www.weizenbaum-institut.de/en/spezialseiten/persons-details/p/milagros-miceli/

    Julian Posada: https://posada.website/

    “This Isn’t Your Data, Friend”: Black Twitter as a Case Study on Research Ethics for Public Data (Klassen & Fiesler 2022)

    No Humans Here: Ethical Speculation on Public Data, Unintended Consequences, and the Limits of Institutional Review (Pater, Fiesler & Zimmer 2022)

    Casey Fiesler's publications: https://caseyfiesler.com/publications/
    And TikTok: https://www.tiktok.com/@professorcasey

    Where are human subjects in Big Data research? The emerging ethics divide. (Metcalf & Crawford 2016)

    Check out future streams on Twitch. Meanwhile, send us any AI Hell you see.

    Find our book The AI Con here, and MAIHT3k merch here.

    Subscribe to our newsletter via Buttondown.

    Follow us!

    Emily

    • Bluesky: emilymbender.bsky.social
    • Mastodon: dair-community.social/@EmilyMBender

    Alex

    • Bluesky: alexhanna.bsky.social
    • Mastodon: dair-community.social/@alex
    • Twitter: @alexhanna

    Music by Toby Menon.
    Artwork by Naomi Pleasure-Park.
    Production by Ozzy Llinas Goodman.


    Episode 7: There Are Now 15 Competing Evaluation Metrics (ft. Dr. Jeremy Kahn). December 12, 2022 Jul 26, 2023
    Show notes

    Emily and Alex are joined by Dr. Jeremy G. Kahn to discuss the distressingly large number of evaluation metrics for artificial intelligence, and some new AI hell.

    Jeremy G. Kahn has a PhD in computational linguistics, with a focus on information-theoretic and empirical engineering approaches to dealing with natural language (in text and speech). He’s gregarious, polyglot, a semi-auto-didact, and occasionally prolix. He also likes comic books, coffee, progressive politics, information theory, lateral thinking, science fiction, science fact, linear thinking, bicycles, beer, meditation, love, play, and inquiry. He lives in Seattle with his wife Dorothy and son Elliott.
    This episode was recorded on December 12, 2022.
    Watch the video of this episode on PeerTube.


    References:
    XKCD: Standards

    WikidataCon

    Gish Gallop

    The Bender Rule
    DJ Khaled - You Played Yourself
    Jeff Kao's interrogation of public comment periods.

    Emily's blog post response to NYT piece

    Check out future streams on Twitch. Meanwhile, send us any AI Hell you see.

    Find our book The AI Con here, and MAIHT3k merch here.

    Subscribe to our newsletter via Buttondown.

    Follow us!

    Emily

    • Bluesky: emilymbender.bsky.social
    • Mastodon: dair-community.social/@EmilyMBender

    Alex

    • Bluesky: alexhanna.bsky.social
    • Mastodon: dair-community.social/@alex
    • Twitter: @alexhanna

    Music by Toby Menon.
    Artwork by Naomi Pleasure-Park.
    Production by Ozzy Llinas Goodman.


    Episode 6: Stochastic Parrot Galactica, November 23, 2022 Jul 17, 2023
    Show notes

    Emily and Alex discuss MetaAI's bullshit science paper generator, Galactica, along with its defenders. Plus, where could AI actually help scientific research? And more Fresh AI Hell.
    Watch the video of this episode on PeerTube.
    References:
    Imre Lakatos on research programs
    Shah, Chirag and Emily M. Bender. 2022. Situating Search. Proceedings of the 2022 ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR ’22).
    UW RAISE (Responsibility in AI Systems and Experiences)
    Stochastic Parrots:
    Bender, Emily M., Timnit Gebru, Angelina McMillan-Major, and Shmargaret Shmitchell. 2021. On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? 🦜. In Proceedings of FAccT 2021, pp.610-623.
    The Octopus Paper:
    Bender Emily M. and Alexander Koller. 2020. Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data. ACL 2020
    Palestinian man arrested because of bad machine translation.
    Katherine McKittrick, Dear Science and Other Stories
    The Sokal Hoax
    Safiya Noble, Algorithms of Oppression
    Latanya Sweeney, "Discrimination in Online Ad Delivery"
    Mehtab Khan and Alex Hanna, The Subjects and Stages of AI Dataset Development: A Framework for Dataset Accountability
    (What is 'sealioning'?)
    http://wondermark.com/1k62/

    Grover:
    Raji, Inioluwa Deborah, Emily M. Bender, Amandalynne Paullada, Emily Denton and Alex Hanna. 2021. AI and the Everything in the Whole Wide World Benchmark. Proceedings of the 35th Conference on Neural Information Processing Systems (NeurIPS 2021) Track on Datasets and Benchmarks.

    Ben Dickson's coverage of Grover:
    Why we must rethink AI benchmarks, Ben Dickson, TechTalks, December 6, 2021.
    Sociology of science work by Roberta Sinatra

    Check out future streams on Twitch. Meanwhile, send us any AI Hell you see.

    Find our book The AI Con here, and MAIHT3k merch here.

    Subscribe to our newsletter via Buttondown.

    Follow us!

    Emily

    • Bluesky: emilymbender.bsky.social
    • Mastodon: dair-community.social/@EmilyMBender

    Alex

    • Bluesky: alexhanna.bsky.social
    • Mastodon: dair-community.social/@alex
    • Twitter: @alexhanna

    Music by Toby Menon.
    Artwork by Naomi Pleasure-Park.
    Production by Ozzy Llinas Goodman.


    Episode 5: Sam Bankman-Fried's Future Fund, November 9 2022 Jul 11, 2023
    Show notes

    Emily and Alex discuss Sam Bankman-Fried's Future Fund, its essay contest, and the problems with using AI for prediction and resource allocation--mere days before the collapse of FTX. Also, we introduce our "What in the Fresh AI Hell?" segment!
    This episode was recorded on November 9, 2022.
    Watch the video of this episode on PeerTube.

    References:

    Super Forecasting And AI

    Bill Howe - Applied AI in High-Expertise Settings or Curation as Programming

    Samir Passi and Solon Barocos - "Problem Formulation in Fairness"

    Vinod Prabharakan, William Isaac, Donald Martin Jr - Participatory Problem Formation for Fairer Machine Learning

    David Ribes, Andrew S Hoffman, Steven C Slota and Geoffrey C Bowker -
    The Logic of Domains

    Shoshana Zuboff - The Age of Surveillance Capitalism

    Lee Vinsel on Criti-hype - Notes on Criticism and Technology Hype

    Check out future streams on Twitch. Meanwhile, send us any AI Hell you see.

    Find our book The AI Con here, and MAIHT3k merch here.

    Subscribe to our newsletter via Buttondown.

    Follow us!

    Emily

    • Bluesky: emilymbender.bsky.social
    • Mastodon: dair-community.social/@EmilyMBender

    Alex

    • Bluesky: alexhanna.bsky.social
    • Mastodon: dair-community.social/@alex
    • Twitter: @alexhanna

    Music by Toby Menon.
    Artwork by Naomi Pleasure-Park.
    Production by Ozzy Llinas Goodman.


    Episode 4: Is AI Art Actually 'Art'? October 26, 2022 Jul 02, 2023
    Show notes

    AI is increasingly being used to make visual art. But when is an algorithmically-generated image art...and when is it just an aesthetically pleasing arrangement of pixels? Technology researchers Emily M. Bender and Alex Hanna talk to a panel of artists and researchers about the hype, the ethics, and even the definitions of art when a computer is involved.
    This episode was recorded in October of 2022. You can watch the video on PeerTube.
    Dr. Johnathan Flowers is an assistant professor in the department of philosophy at California State University, Northridge. His research interest is at the intersection of American Pragmatism, Philosophy of Disability, and Philosophy of Race, Gender and Sexuality as they apply to socio-technical systems. Flowers also explores the impacts of cultural narratives on the perception and development of sociotechnical systems.

    Dr. Jennifer Lena is a professor at Teachers College, Columbia University, where she runs the Arts Administration program. She’s published books on music genres, the legitimation of art, and the measurement of culture.

    Dr. Negar Rostamzadeh is a Senior Research Scientist at Google Responsible AI team. Her recent research is at the intersection of computer vision and sociotechnical research. She studies creative computer vision technologies and the broader social impact of them.

    Kevin Roose, "An A.I.-Generated Picture Won an Art Prize. Artists Aren’t Happy."

    Jo Lawson-Tancred, "Robot Artist Ai-Da Just Addressed U.K. Parliament About the Future of A.I. and ‘Terrified’ the House of Lords"

    Marco Donnarumma, "AI Art Is Soft Propaganda for the Global North"

    Jane Recker, "U.S. Copyright Office Rules A.I. Art Can’t Be Copyrighted"

    Richard Whiddington, "Shutterstock Inks Deal With DALL-E Creator to Offer A.I.-Generated Stock Images. Not All Artists Are Rejoicing."

    Stephen Cave and Kanta Dihal, "The Whiteness of AI"


    Follow our guests:
    Dr. Johnathan Flowers - https://twitter.com/shengokai // https://zirk.us/@shengokai
    Dr. Negar Rostamzadeh - twitter.com/negar_rz
    Dr. Jennifer Lena - https://twitter.com/WITWhat // https://sciences.social/@jenniferclena

    Check out future streams on Twitch. Meanwhile, send us any AI Hell you see.

    Find our book The AI Con here, and MAIHT3k merch here.

    Subscribe to our newsletter via Buttondown.

    Follow us!

    Emily

    • Bluesky: emilymbender.bsky.social
    • Mastodon: dair-community.social/@EmilyMBender

    Alex

    • Bluesky: alexhanna.bsky.social
    • Mastodon: dair-community.social/@alex
    • Twitter: @alexhanna

    Music by Toby Menon.
    Artwork by Naomi Pleasure-Park.
    Production by Ozzy Llinas Goodman.


    Episode 3: "Can Machines Learn To Behave?" Part 3, September 23, 2022 Jun 19, 2023
    Show notes

    Technology researchers Emily M. Bender and Alex Hanna kick off the Mystery AI Hype Theater 3000 series by reading through, "Can machines learn how to behave?" by Blaise Aguera y Arcas, a Google VP who works on artificial intelligence.
    This episode was recorded in September of 2022, and is the last of three about Aguera y Arcas' post.
    You can watch the video of this episode on PeerTube.

    Check out future streams on Twitch. Meanwhile, send us any AI Hell you see.

    Find our book The AI Con here, and MAIHT3k merch here.

    Subscribe to our newsletter via Buttondown.

    Follow us!

    Emily

    • Bluesky: emilymbender.bsky.social
    • Mastodon: dair-community.social/@EmilyMBender

    Alex

    • Bluesky: alexhanna.bsky.social
    • Mastodon: dair-community.social/@alex
    • Twitter: @alexhanna

    Music by Toby Menon.
    Artwork by Naomi Pleasure-Park.
    Production by Ozzy Llinas Goodman.


    Episode 2: "Can Machines Learn To Behave?" Part 2, September 6, 2022 Jun 19, 2023
    Show notes

    Technology researchers Emily M. Bender and Alex Hanna kick off the Mystery AI Hype Theater 3000 series by reading through, "Can machines learn how to behave?" by Blaise Aguera y Arcas, a Google VP who works on artificial intelligence.
    This episode was recorded in September of 2022, and is the second of three about Aguera y Arcas' post.
    You can also watch the video of this episode on PeerTube.

    Check out future streams on Twitch. Meanwhile, send us any AI Hell you see.

    Find our book The AI Con here, and MAIHT3k merch here.

    Subscribe to our newsletter via Buttondown.

    Follow us!

    Emily

    • Bluesky: emilymbender.bsky.social
    • Mastodon: dair-community.social/@EmilyMBender

    Alex

    • Bluesky: alexhanna.bsky.social
    • Mastodon: dair-community.social/@alex
    • Twitter: @alexhanna

    Music by Toby Menon.
    Artwork by Naomi Pleasure-Park.
    Production by Ozzy Llinas Goodman.


    Episode 1: "Can Machines Learn To Behave?" Part 1, August 31, 2022 May 31, 2023
    Show notes

    Technology researchers Emily M. Bender and Alex Hanna kick off the Mystery AI Hype Theater 3000 series by reading through, "Can machines learn how to behave?" by Blaise Aguera y Arcas, a Google VP who works on artificial intelligence.
    This episode was recorded in August of 2022, and is the first of three about Aguera y Arcas' post.
    Watch the video stream on PeerTube.

    Check out future streams on Twitch. Meanwhile, send us any AI Hell you see.

    Find our book The AI Con here, and MAIHT3k merch here.

    Subscribe to our newsletter via Buttondown.

    Follow us!

    Emily

    • Bluesky: emilymbender.bsky.social
    • Mastodon: dair-community.social/@EmilyMBender

    Alex

    • Bluesky: alexhanna.bsky.social
    • Mastodon: dair-community.social/@alex
    • Twitter: @alexhanna

    Music by Toby Menon.
    Artwork by Naomi Pleasure-Park.
    Production by Ozzy Llinas Goodman.


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