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This Week in Startups · October 5, 2026 · 1h 10m

Jason Mentors The Next Generation + Why AI Is Bad at Teaching (Aristotle Interview) | E2346

Jason Calacanis opens with an Ask Jason segment, mentoring a Fordham-bound caller on breaking into finance (his advice: read one biography a month) and advising David from NYU on what to do with $500K. The conversation shifts to whether AI doomerism is a dark PR campaign after Lon Harris highlights Anthropic's meeting with religious scholars. Then, Shan Reddy, co-founder and CEO of Aristotle, joins to demo a voice-first AI tutor built to run sessions like a $200-an-hour human tutor. They explore why frontier models are getting worse at teaching, Bloom's Two Sigma Problem on the power of one-on-one tutoring, and the labor-intensive process of building a domain-specific teaching harness.

This summary was generated from show notes and public descriptions, not from a full transcript review. Details may contain inaccuracies.

Preview

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Jason advises a Fordham-bound caller to read one biography per month to learn from great lives, recommending Shoe Dog, Kurosawa's autobiography, and the Einstein biography.
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AI Models Are Getting Worse at Teaching0:44:58
Shan Reddy argues that as frontier AI models get smarter, they become worse tutors because they are optimized to give direct answers rather than build a student's understanding.

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