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.
Episodes
Last month, Sam Altman proclaimed that we're already in "the Singularity." Not to be outdone, Bill Gates and Mark Zuckerberg have both recently come out with lengthy blog posts about "superhuman AI." Emily and Alex brave some truly terrible writing to unearth the core motivations at the heart of these screeds.
References:
- Gates: "The turbulent AI era is here. The choices we make now are critical."
- Also referenced: "Impulse Pur...
In the past year, tech companies have laid off thousands of employees. But when CEOs blame "AI innovation," they're redirecting attention from something much more predictable: job discrimination and gig-ification. Emily and Alex examine some narratives of AI-streamlined workplaces — and why they don't match up with reality.
References:
- Block press release: "From Hierarchy to Intelligence"
- "Lawsuit claims Meta's layoff decisi...
In the wake of OpenAI's announcement that its products caused a "cyber incident," Sam Altman is now claiming that we're already in the Singularity. And some media outlets are only too happy to help him advance that narrative! Alex and Emily tear up the AI boosters' latest claims of mathy maths combusting into consciousness.
References:
- Business Insider: "Sam Altman says we are in the singularity: 'This is the moment'"
Lately, a new framework has been creeping into AI boosterism: "harm reduction," or "responsible use." Education technology scholar dr. sava saheli singh joins Alex and Emily to unpack narratives around automation inevitability in the classroom. Spoiler alert: they're not actually "reducing harm" to students at all!
An interdisciplinary scholar and filmmaker, sava is currently working on a research project examining secondary school ...
AI boosters want to hand off emergency services to the bullshit generators. And horrifyingly, some medical professionals want to help them! Join Emily and Alex for a deep dive on the latest automated horrors threatening our collective health and safety.
References:
What should we do when the "AI" bubble pops? Emily and Alex are joined by researcher Matt Scherer, who recently published a report called "No Bailout for Big Tech Billionaires: Policies for when the AI bubble bursts." They unpack what the boosters are saying about their finances, and how we can all push back against arguments for a government bailout.
Matt Scherer is a fellow at the anti-monopoly think tank Open Markets Institute. H...
"Sure, LLMs are bad at some things, but you can't deny that they're useful for programming!" Sound familiar? In this week's episode, Emily and Alex break down the key myths around AI-boosted productivity in tech. Plus, Alex previews her work with DAIR's newly launched Luddite Lab, where workers are organizing against automation.
References:
Senator Bernie Sanders recently hosted a panel on "The Existential Threat of AI," featuring Future of Life Institute co-founder Max Tegmark and other x-riskers. Dr. Nathalie Maréchal joins Emily and Alex to unpack this latest stop on Bernie's descent into doomerism. We return to the MST3k model with a rare video artifact!
Nathalie Maréchal is a writer, researcher and advocate fighting for democracy and human rights in the age of tec...
Last month, we recorded our very first in-person podcast, live from Brooklyn! Alex and Emily debunk an especially soulless hype artifact about Anthropic's absurd claims of "moral education" for chatbots. Tune in to hear our rendition of "There Was A Society That Swallowed AI," plus other fun surprises!
References:
Fresh AI Hell:
The weather’s getting warmer, so what better time to take a trip to the hottest place in the universe — Fresh AI Hell! Emily and Alex take a spin through more than 30 hype artifacts, with topics including medicine, data centers, and fake people.
Fresh AI Hell regions visited:
- AI bubble + data centers
- Fake people
- Medicine
- This is your brain on ChatGPT
- Policy + privacy
See the show notes on Peertube for a full list of a...
Why are some writers and publishers so excited to automate their work? Author Carmen Maria Machado joins Alex and Emily to unpack what writers are missing when they hand off their work to chatbots, and the underlying issues this reveals in the publishing industry. Plus, we resolve to keep fan fiction a human endeavor!
Carmen Maria Machado is the author of the bestselling memoir In the Dream House and the award-winning short ...
The people who make automated translation possible are often low-paid gig workers. Usually, they don't even know who they're really working for — and it might be the US military. Reporter Niamh McIntyre joins Alex and Emily to dissect how one data labeling company presents its work, based her investigation into the experiences of East African employees.
Niamh McIntyre is a senior reporter at The Bureau of Investigative Journal...
We knew that the energy demands of data centers were preventing dirty energy sources from being sunsetted. Now hyperscalers are reaching even further, resurrecting Pennsylvania's infamous Three Mile Island. Emily and Alex are joined by Maia Woluchem and Dr. Livia Garofalo, who have researched the impacts of data center construction across PA.
Maia Woluchem and Livia Garofalo are with the Trustworthy Infrastructures program at ...
Data centers are overburdening the planet, so tech billionaires have a new scheme — put 'em in space! Astrophysicist Dr. Adam Becker joins Alex and Emily to launch this plan into the sun. We unpack all the reasons that this hilariously terrible idea will never be viable outside of sci-fi-villain fantasies.
Dr. Adam Becker is the author of More Everything Forever, a book about the terrible plans that tech billionaires have for ...
AI boosters and the US military are engaged in a lethal love affair. Award-winning journalist Naomi Klein joins Emily and Alex to discuss how glitchy technology supports global imperialism — and vice versa. Plus, we explore which Dr. Strangelove characters are currently running the US war machine.
Naomi Klein is a columnist for The Guardian and the international bestselling author of nine books published in over 35 languages. ...
Move over Dr. Google, Dr. ChatGPT is here, and it's even worse as a medical intervention! Alex and Emily scrub in to slice up some harmful new nonsense in the world of "AI" for medicine. What's the cure for an expensive and inaccessible health care system? One thing's for sure — it's not AI hype.
References:
Also referenced:
This is a special episode, and it’s not like our usual livestream recordings. Instead, our producer Ozzy dug through the Fresh AI Hell archives to create a supercut of Alex's improvised transitions. She's made up dozens of skits and songs about the demons of AI Hell, based on weekly prompts from Emily and listeners. Finally, hear all the lore together in one place!
Check out future streams on Twitch. Meanwhile, send us any AI ...
For our last recording of 2025, Emily and Alex take on a TIME article naming the "architects of AI" as their person of the year. We also look back at the year in AI nonsense, and share findings from our Fresh AI Hell Wrapped. Happy Hype-y New Year!
References:
Also referenced:
There's a new definition of artificial general intelligence in town, and unsurprisingly... it's bad! Alex and Emily rip up the tissue-paper-thin premises behind this latest attempt to define "intelligence." Plus, we discover that AI hypers love using logos that look like buttholes.
References:
- "A Definition of AGI" landing page and paper-shaped object
Fresh AI Hell:
Tech leaders are pushing the idea that automation can strengthen democracy — but as usual, their bold suggestions are based on castles made of sand. Alex and Emily tear down some flimsy arguments for AI governance, exposing their incorrect assumptions about the democratic process.
References:
Also referenced:
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