The Lean AI Podcast presented by Eric Ries How to Lead in the Wild West of AI with Philip Chew
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May 29, 2025 Philip Chew, a veteran technologist with extensive experience in financial platforms, shares his insights on AI transformation in large corporations. He discusses the crucial shift from deterministic to probabilistic programming and the importance of breaking down silos for effective collaboration. Chew also emphasizes the value of smart failures and a structured portfolio approach to manage risks and incentivize thoughtful decisions. He provides essential advice for corporate leaders on adapting to the AI landscape with humility and bravery.
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Paradigm Shift in Programming
- AI transformation marks a paradigm shift to hybrid deterministic and probabilistic programming.
- This shift demands rethinking software development beyond traditional coding approaches.
Break Down Professional Silos
- Remove strict professional labels to enable cross-pollination of ideas in AI teams.
- Encourage team members to adopt multiple roles for effective collaboration.
Govern AI with Balanced Freedom
- Carve out a 'safe space' within governance structures for AI innovation.
- Align startup teams with clear missions and methods then give them freedom to execute without micromanagement.