Emily and Alex are joined by Stanford PhD student Haley Lepp to examine the increasing hype around LLMs in education spaces - whether they're pitched as ways to reduce teacher workloads, increase accessibility, or simply "democratize learning and knowing" in the Global South. Plus a double dose of devaluating educator expertise and fatalism about the 'inevitability' of LLMs in the classroom.

Haley Lepp is a Ph.D. student in the Stanford University Graduate School of Education. She draws on critical data studies, computational social science, and qualitative methods to understand the rise of language technologies and their use for educational purposes. Haley has worked in many roles in the education technology sector, including curriculum design and NLP engineering. She holds an M.S. in Computational Linguistics from the University of Washington and B.S. in Science, Technology, and International Affairs from Georgetown University.

References:

University of Michigan debuts 'customized AI services' Al Jazeera: An AI classroom revolution is coming California Teachers Association: The Future of Education?

Politico: AI is not just for cheating

Extra credit: "Teaching Machines: The History of Personalized Learning" by Audrey Watters

Fresh AI Hell:

AI generated travel article for Ottawa -- visit the food bank! “Consider going into it on an empty stomach.”

Microsoft Copilot is “usefully wrong”: "Sometimes Copilot will be right, other times usefully wrong — but it will always put you further ahead." Response from Jeff Doctor

“Ethical” production of “AI girlfriends”

Emergency vehicles blocked by “stalled” robotaxis

Withdrawn AI-written preprint on millipedes resurfaces, causing alarm among myriapodological community

New York Times: How to Tell if Your A.I. Is Conscious (Naturally, it's based on a preprint)

Response from VentureBeat: Today's AI is not science, it's alchemy.

EU on the doomerism train, warns about "mitigating the risk of extinction from AI."

More AI in the legal system: 'jolly useful' ChatGPT gives judge legal summary

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Music: Toby Menon. Production: Christie Taylor. Graphic Design: Naomi Pleasure-Park.