The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch 20VC: Anthropic CPO Mike Krieger: Where Will Value Be Created in a World of AI | Have Foundation Models Commoditized | When Do Model Providers Become Application Providers | What Anthropic Learned from Deepseek
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Mar 3, 2025 
Mike Krieger, Co-founder of Instagram and CPO at Anthropic, shares insights on the future of AI value creation. He discusses the importance of building for future models over current ones and the challenges of integrating human versus synthetic data. Krieger evaluates the competitive AI landscape, particularly highlighting China's advancements. He also delves into the evolving role of developers in the AI-driven world while addressing underinvestment in first-party products. The episode concludes with reflections on AI's potential in Europe and its impact on various industries.
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Human vs. Synthetic Data
- Improving AI models requires a blend of human data and synthetic environments.
- Synthetic data allows models to explore various paths and learn in controlled settings.
Model Quality vs. Product UX
- Current AI product design involves leaky abstractions like model selection, context management, and prompting. Ideally, these complexities should be transparent to users.
AI Product Design Challenges
- AI product design requires considering the non-deterministic nature of models.
- Evaluation and regression testing are crucial due to evolving models and product changes.