

Mystery AI Hype Theater 3000
Emily M. Bender and Alex Hanna
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.
Episodes
Mentioned books

5 snips
May 7, 2024 • 1h 3min
Episode 31: Science Is a Human Endeavor (feat. Molly Crockett and Lisa Messeri), April 15 2024
Drs. Molly Crockett and Lisa Messeri discuss the hype of 'self-driving labs' and the importance of human involvement in scientific research. They debunk myths about AI replacing scientists, explore the risks of oversimplifying AI in research, and emphasize the need for critical discussions on AI's limitations and benefits in scientific endeavors.

6 snips
Apr 19, 2024 • 1h 1min
Episode 30: Marc's Miserable Manifesto, April 1 2024
Dr. Timnit Gebru analyzes Marc Andreessen's AI manifesto, critiquing techno-optimism and discussing colonization, anarcho-capitalism in tech, and safety concerns. They delve into topics like DrugGPT for medicine, wearable AI devices, and the influence of Silicon Valley ideals in the AI realm.

Apr 3, 2024 • 1h 3min
Episode 29: How LLMs Are Breaking the News (feat. Karen Hao), March 25 2024
Award-winning AI journalist Karen Hao discusses the limitations of AI in replacing reporters and the damaging hype surrounding LLMs. The conversation addresses Google's funding of news articles by unreleased LLMs and the impact on struggling publications. They also touch on the exploitative nature of Google's AI program for independent publishers and the challenges faced by aspiring journalists in the changing landscape of journalism.

Mar 13, 2024 • 1h 1min
Episode 28: LLMs Are Not Human Subjects, March 4 2024
Alex and Emily discuss the use of large language models in social science research, critiquing the idea of replacing human subjects with LLMs. They explore algorithmic bias, concerns about monetizing text data, AI events gone wrong, fake quotes in news, and the impact of deep fakes on election integrity.

Feb 29, 2024 • 1h 5min
Episode 27: Asimov's Laws vs. 'AI' Death-Making (w/ Annalee Newitz & Charlie Jane Anders), February 19 2024
Science fiction authors and all-around tech thinkers Annalee Newitz and Charlie Jane Anders join this week to talk about Isaac Asimov's oft-cited and equally often misunderstood laws of robotics, as debuted in his short story collection, 'I, Robot.' Meanwhile, both global and US military institutions are declaring interest in 'ethical' frameworks for autonomous weaponry.Plus, in AI Hell, a ballsy scientific diagram heard 'round the world -- and a proposal for the end of books as we know it, from someone who clearly hates reading.Charlie Jane Anders is a science fiction author. Her recent and forthcoming books include Promises Stronger Than Darkness in the ‘Unstoppable’ trilogy, the graphic novel New Mutants: Lethal Legion, and the forthcoming adult novel Prodigal Mother.Annalee Newitz is a science journalist who also writes science fiction. Their most recent novel is The Terraformers, and in June you can look forward to their nonfiction book, Stories Are Weapons: Psychological Warfare and the American Mind.They both co-host the podcast, 'Our Opinions Are Correct', which explores how science fiction is relevant to real life and our present society.Also, some fun news: Emily and Alex are writing a book! Look forward (in spring 2025) to The AI Con, a narrative takedown of the AI bubble and its megaphone-wielding boosters that exposes how tech’s greedy prophets aim to reap windfall profits from the promise of replacing workers with machines.Watch the video of this episode on PeerTube.References:International declaration on "Responsible Military Use of Artificial Intelligence and Autonomy" provides "a normative framework addressing the use of these capabilities in the military domain."DARPA's 'ASIMOV' program to "objectively and quantitatively measure the ethical difficulty of future autonomy use-cases...within the context of military operational values."Short versionLong version (pdf download)Fresh AI Hell:"I think we will stop publishing books, but instead publish “thunks”, which are nuggets of thought that can interact with the “reader” in a dynamic and multimedia way."AI generated illustrations in a scientific paper -- rat balls edition.Per Retraction Watch: the paper with illustrations of a rat with enormous "testtomcels" has been retracted"[Abramovic'sCheck out future streams at on Twitch, Meanwhile, send us any AI Hell you see.Our book, 'The AI Con,' is out now! Get your copy now.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 Christie Taylor.

Feb 15, 2024 • 60min
Episode 26: Universities Anxiously Buy in to the Hype (feat. Chris Gilliard), February 5 2024
Chris Gilliard, Tech Fellow, discusses the lack of student protections in AI-driven educational technologies at universities. Topics include the wave of universities adopting AI, limitations of Chat GPT, surveillance concerns, consequences of AI in higher education, privacy concerns in enterprise chatbots, impact of AI on journalism, and misconceptions about public statements and the retirement of a subway robot.

4 snips
Feb 1, 2024 • 56min
Episode 25: An LLM Says LLMs Can Do Your Job, January 22 2024
The hosts debunk claims that GPTs can replace human workers and critique papers on GPTs as general purpose technologies. They express skepticism about the potential impact of AI on economic growth and discuss the correlation between AI mentions and corporate expenditure. The value of AI in performing administrative tasks is explored, with humorous examples. The use of AI in ebooks and translation services is discussed, including the negative impact of AI-generated voices on language learning platforms.

19 snips
Jan 17, 2024 • 1h
Episode 24: AI Won't Solve Structural Inequality (feat. Kerry McInerney & Eleanor Drage), January 8 2024
New year, same Bullshit Mountain. Alex and Emily are joined by feminist technosolutionism critics Eleanor Drage and Kerry McInerney to tear down the ways AI is proposed as a solution to structural inequality, including racism, ableism, and sexism -- and why this hype can occlude the need for more meaningful changes in institutions.Dr. Eleanor Drage is a Senior Research Fellow at the Leverhulme Centre for the Future of Intelligence. Dr. Kerry McInerney is a Research Fellow at the Leverhulme Centre for the Future of Intelligence and a Research Fellow at the AI Now Institute. Together they host The Good Robot, a podcast about gender, feminism, and whether technology can be "good" in either outcomes or processes.Watch the video version of this episode on PeerTube.References:HireVue promo: How Innovative Hiring Technology Nurtures Diversity, Equity, and InclusionAlgorithm Watch: The [German Federal Asylum Agency]'s controversial dialect recognition software: new languages and an EU pilot projectWant to see how AI might be processing video of your face during a job interview? Play with React App, a tool that Eleanor helped develop to critique AI-powered video interview tools and the 'personality insights' they offer.Philosophy & Technology: Does AI Debias Recruitment? Race, Gender, and AI’s “Eradication of Difference” (Drage & McInerney, 2022)Communication and Critical/Cultural Studies: Copies without an original: the performativity of biometric bordering technologies (Drage & Frabetti, 2023)Fresh AI HellInternet of Shit 2.0: a "smart" bidetFake AI “students” enrolled at Michigan UniversitySynthetic images destroy online crochet groups“AI” for teacher performance feedbackPalette cleanser: “Stochastic parrot” is the American Dialect Society’s AI-related word of the year for 2023!Check out future streams at on Twitch, Meanwhile, send us any AI Hell you see.Our book, 'The AI Con,' is out now! Get your copy now.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 Christie Taylor.

Jan 10, 2024 • 1h 5min
Episode 23: AI Hell Freezes Over, December 22 2023
Pentagon's movement towards allowing AI weapons to autonomously kill humans, conflict of interest and legal troubles for Tesla, the paradoxical nature of generative AI, concerns and opportunities in AI partnerships, AI-generated images, self-driving cars, mistreatment of workers, and testing language models, and using sequences of life events to predict human lives.

Jan 3, 2024 • 58min
Episode 22: Congressional 'AI' Hearings Say More about Lawmakers (feat. Justin Hendrix), December 18 2023
Congress spent 2023 busy with hearings to investigate the capabilities, risks and potential uses of large language models and other 'artificial intelligence' systems. Alex and Emily, plus journalist Justin Hendrix, talk about the limitations of these hearings, the alarmist fixation on so-called 'p(doom)' and overdue laws on data privacy.Justin Hendrix is editor of the Tech Policy Press.References:TPP tracker for the US Senate 'AI Insight Forum' hearingsBalancing Knowledge and Governance: Foundations for Effective Risk Management of AI (featuring Emily)Hearing charterEmily's opening remarks at virtual roundtable on AISenate hearing addressing national security implications of AIVideo: Rep. Nancy Mace opens hearing with ChatGPT-generated statement. Brennan Center report on Department of Homeland Security: Overdue Scrutiny for Watch Listing and Risk PredictionTPP: Senate Homeland Security Committee Considers Philosophy of AIAlex & Emily's appearance on the Tech Policy Press PodcastFresh AI Hell:Asylum seekers vs AI-powered translation appsUK officials use AI to decide on issues from benefits to marriage licensesPrior guest Dr. Sarah Myers West testifying on AI concentrationCheck out future streams at on Twitch, Meanwhile, send us any AI Hell you see.Our book, 'The AI Con,' is out now! Get your copy now.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 Christie Taylor.