The AI "Copied My Homework" Scandal, Why the Strait of Hormuz Is Spiraling Out of Control, and Other Global News| Weekly Recap
2026-09-13 · 61 min · episode 12103 · 15 entities
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Link in episode "The AI "Copied My Homework" Scandal, Why the Strait of Hormuz Is Spiraling Out of Control, and Other Global News| Weekly Recap": https://youtube.com/@TomBilyeu
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Link in episode "The AI "Copied My Homework" Scandal, Why the Strait of Hormuz Is Spiraling Out of Control, and Other Global News| Weekly Recap": https://horizon3.ai/IMPACTTHEORY
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Link in episode "The AI "Copied My Homework" Scandal, Why the Strait of Hormuz Is Spiraling Out of Control, and Other Global News| Weekly Recap": https://horizon3.ai/IMPACTTHEORY
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Episode description as stored
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The team digs into a strange and revealing controversy at the frontier of AI: a potential mathematics breakthrough where humans and AI are now fighting over who deserves the credit. For about a year, NYU mathematician Tristan Buckmaster and a researcher at Anthropic had been working on an obscure approach to one of the famous Clay Institute "millennium prize" problems (with $1 million on the line)—running their drafts through private OpenAI Codex sessions hosted on OpenAI's servers. When a step forward emerged (a result related to "blow-up" in the Euler equations of fluid dynamics), accusations flew that OpenAI's model had essentially "copied their homework"—learning from their private work and then producing the result itself. The host uses it to open up what he thinks is the defining debate of the era: when you collaborate with an AI, and it helps you reach an insight you genuinely pushed it toward, who owns the result? He walks through the emerging solutions—Alex Karp of Palantir's "put something in the middle" approach, versus self-hosting an open-source model behind your own servers with your own tuned "weights" so your inputs stay proprietary even as the world uses your outputs. He's candid that he's genuinely torn: as someone building his own project (Kaizen), he admits feeling the impulse to keep some paths secret for a six-month lead, while also arguing that since AI was trained on all of humanity, there's an obligation to keep letting it aggregate humanity's breakthroughs—especially in a field like medicine, where he shares a personal story about a family member's cancer and how siloed, firewalled medical data made coordination nearly impossible. His most provocative point is psychological: that the reason people aren't celebrating even a real (if modest) step forward is a raw human fear of being made to feel irrelevant—that "I can't let it be the AI that did this." He closes on his recurring throughline: rather than running to the government to regulate AI (which he thinks would hurt the open-source models that are the real check on Big AI), the open market and open source should be allowed to solve this—letting young upstarts protect their proprietary "weights" and compete, so a handful of giant companies can't hoard the breakthroughs.
The team breaks down a sharp escalation in the Iran conflict and maps how it connects to a much bigger global picture. The immediate news: an intensifying tanker war in the Strait of Hormuz, with the IRGC claiming its largest attack of the war (striking multiple vessels and claiming hits on US destroyers), the US reportedly sinking eight Iranian oil tankers over four days, and Iran launching 20 ballistic missiles at a US base in Jordan—of which Jordan