The AI Boom Will Create Enormous Roadkill: Who Wins & Loses? | David Frankel

Why it matters

In this episode of 20VC, David Frankel, Managing Partner at Founder Collective, breaks down the brutal reshuffling behind the AI boom. He argues that infrastructure providers and leading model builders may capture most of the value, while many application-layer startups risk becoming roadkill. The conversation offers a clear investor framework for separating winners from losers—essential listening for today's AI founders.

Key takeaways

• Massive AI capex is raising the bar for startups; winners are more likely to be incumbents with compute, data, and distribution.
• Many application-layer AI startups lack moats and risk being steamrolled by foundation model improvements or platform features.
• Investors should beware of weak unit economics hidden behind AI narratives—those companies will be the first roadkill when the bubble deflates.
• Durable value concentrates in vertical solutions that solve high-value, high-frequency problems, not generic chat or generation tools.