
Coburn Ventures Podcast #257: AI Workshop, Part 1 - Design Principles
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Feb 26, 2026 They unpack foundational design principles for running AI workshops and why design shapes AI's impact. They explore creating client lightbulb moments through iterative workshop formats. They challenge investor paralysis and argue AI should produce uncommon, investable insights rather than just speed. They outline prompts and lenses to induce surprising, high-value thinking with AI.
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Delay Compounds The AI Gap
- Waiting to engage with AI risks a compounding gap because AI represents quantum change, not incremental improvement.
- Pip Coburn warns that saying 'I'm too busy, I'll catch up later' will leave investors irretrievably behind.
Choose Efficacy Over Efficiency
- Prioritize efficacy over efficiency when adopting AI in investing workflows.
- Aim to generate uncommon, highly relevant investable insights rather than merely faster reports, as Pip Coburn argues this is the true productivity metric.
Lunch Lesson About Formatting Distraction
- Pip Coburn recalls a 1993 lunch where an older investor warned young people they were spending too much time formatting.
- The story illustrates the risk of letting new tools (now AI) distract from substantive, uncommon analysis.
