Macro Hive Conversations With Bilal Hafeez Ep. 337: Sangeet Paul Choudary on What Everyone Is Getting Wrong on AI
26 snips
Dec 4, 2025 
Sangeet Paul Choudary, a best-selling author and platform strategist, explores the transformative nature of AI beyond mere automation. He discusses how AI serves as a system-level recoordination tool, reshaping industries by improving institutional knowledge and reducing unnecessary meetings. Sangeet contrasts successful companies like Shutterstock with failures like Kodak, emphasizing the need for businesses to reinvent themselves rather than just adopt new tools. He also highlights the importance of understanding algorithmic economies and nurturing agency in the workforce.
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Architecture, Not Just Data, Is The Moat
- Data creates advantage only when paired with a supply-side architecture that exploits it.
- Moats arise from architectures that reorient supply around demand data, not from data collection alone.
Big Tech Can Re-Architect And Expand With AI
- Large tech firms are advantaged because they selectively integrate and can expand into niche spaces using AI.
- AI enables both horizontal expansion into niches and vertical selective integration across stacks.
TikTok's Behavior Graph Example
- TikTok built a behavior graph that learns from every interaction instead of relying on a social graph.
- That learning advantage let TikTok outcompete incumbents despite their large networks.
