AI's Two Futures: Infinite Apps or Model Oligopoly? - Martin Casado & Sarah Wang (a16z)

The Evolving AI Investment Landscape

• 🚀 Venture and growth investing have merged, with large, pre-monetization AI model companies raising substantial hybrid rounds.
• 🤝 Complex deal structures now involve compute contracts, equity, and go-to-market considerations, even for seed-stage companies.
• 💡 The demand for AI capabilities is high, preventing a supply overhang of unused compute, unlike the dot-com era.

The AI Capital Flywheel and Market Structure

• ⚡ A new financing strategy emerges: raise money for compute, achieve breakthroughs, funnel into vertically integrated applications, gain share, and repeat.
• 🧠 Frontier model labs may have the ability to raise more capital than the entire app ecosystem built on their APIs, potentially consuming it.
• ⚠️ The core tension for AI companies lies in allocating scarce GPUs between AGI research and near-term revenue-generating products.

Talent Wars and Underinvested Opportunities

• 💸 Talent wars are intense, with multi-million dollar compensation packages for engineers, significantly impacting early-stage founder math.
• 📉 The