Episode #54: Teaching Students to Challenge AI, Is AI The New Shadow Bank? episode artwork

EPISODE · Oct 30, 2025 · 15 MIN

Episode #54: Teaching Students to Challenge AI, Is AI The New Shadow Bank?

from The Learning Corner by Precursor · host Mia Farnham, Charles Hudson

First up, we dive into “Beyond True or False: Teaching Students to Interrogate AI Unreliability”, a Substack by Nick Potkalitsky, which proposes a new framework—borrowed from literary theory—for teaching students to critically evaluate AI-generated content. We discuss how this lens can help people move beyond simple trust/distrust binaries and become better co-creators with AI. Then, we explore “Is AI the New Shadow Bank? (Yes…)”, a piece that draws parallels between today’s AI economy and the pre-2008 shadow banking system. Instead of mortgage-backed securities, today’s collateral is GPU access, compute contracts, and foundation models—and we ask: is the real innovation the credit system AI is built on?

Episode metadata supplied by the publisher feed · Published Oct 30, 2025

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Episode #54: Teaching Students to Challenge AI, Is AI The New Shadow Bank?

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