The idea with the phrase stochastic parrots was to basically just give a cute metaphor that would allow people to get a better sense of what this technology is doing. We're drawing here really on the English verb to parrot, which is to repeat back without any understanding and remaining agnostic about the extent to which parrots have internal lives or know what's gonna happen when they say certain things. And so let's leave the actual parrots out of this. So stochastic means randomly, but according to a probability distribution. And parrot here is to parrot to say something about understanding.
Paris Marx is joined by Emily M. Bender to discuss what it means to say that ChatGPT is a “stochastic parrot,” why Elon Musk is calling to pause AI development, and how the tech industry uses language to trick us into buying its narratives about technology.
Emily M. Bender is a professor in the Department of Linguistics at the University of Washington and the Faculty Director of the Computational Linguistics Master’s Program. She’s also the director of the Computational Linguistics Laboratory. Follow Emily on Twitter at @emilymbender or on Mastodon at @emilymbender@dair-community.social.
Tech Won’t Save Us offers a critical perspective on tech, its worldview, and wider society with the goal of inspiring people to demand better tech and a better world. Follow the podcast (@techwontsaveus) and host Paris Marx (@parismarx) on Twitter, and support the show on Patreon.
The podcast is produced by Eric Wickham and part of the Harbinger Media Network.
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