The New Rule for Picking AI Winners | The a16z Show

David George, General Partner at a16z, and David Clark, CIO at VenCap, discuss how AI is reshaping venture capital and the technology industry itself. They examine why today’s AI companies are scaling faster than any previous generation of startups, and why the eventual outcomes may be significantly larger than most investors currently expect. The conversation covers frontier AI models, coding agents, open source competition, data center constraints, and who ultimately captures value in the AI ecosystem. They also discuss what these shifts mean for venture capital itself, including larger company outcomes, faster value creation, and the growing challenge of identifying durable winners in a market evolving at unprecedented speed. Timestamps: 00:00 - Intro 00:38 - The Scale Shift: Anthropic & OpenAI Adding More Revenue Than Hyperscalers 04:20 - Skeuomorphic vs Native AI Applications in the Enterprise 06:24 - How the Best AI Companies Run Themselves Differently 08:14 - Top 1% Exits 10X'd in 24 Months 11:17 - The Half-Life Problem: Why 40% of AI Leaders Drop Off Every Year 13:11 - Token Path, Cost Pressure & Who Captures Value 17:00 - Loss Ratios, Risk & How We Think About Early Stage 22:51 - Are We in an AI Bubble? 27:36 - What SpaceX, OpenAI & Anthropic IPOs Mean for Public Markets 29:59 - The Future of Venture Capital in an AI World Resources: Follow David George on X: https://x.com/DavidGeorge83 Follow David Clark on X: https://x.com/daveclark85 Follow VenCap on X: https://www.vencap.com Stay Updated: If you enjoyed this episode, be sure to like, subscribe, and share with your friends! Find a16z on X: https://twitter.com/a16z Find a16z on LinkedIn: https://www.linkedin.com/company/a16z Listen to the a16z Show on Spotify: https://open.spotify.com/show/5bC65RDvs3oxnLyqqvkUYX Listen to the a16z Show on Apple Podcasts: https://podcasts.apple.com/us/podcast/a16z-podcast/id842818711 Follow our host: https://x.com/eriktorenberg Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see http://a16z.com/disclosures.

David Georgeguest

May 29, 202633mWatch on YouTube ↗

EPISODE INFO

Released: May 29, 2026
Duration: 33m
Channel: a16z
Watch on YouTube: ▶ Open ↗

EPISODE DESCRIPTION

David George, General Partner at a16z, and David Clark, CIO at VenCap, discuss how AI is reshaping venture capital and the technology industry itself. They examine why today’s AI companies are scaling faster than any previous generation of startups, and why the eventual outcomes may be significantly larger than most investors currently expect. The conversation covers frontier AI models, coding agents, open source competition, data center constraints, and who ultimately captures value in the AI ecosystem. They also discuss what these shifts mean for venture capital itself, including larger company outcomes, faster value creation, and the growing challenge of identifying durable winners in a market evolving at unprecedented speed. Timestamps: 00:00 - Intro 00:38 - The Scale Shift: Anthropic & OpenAI Adding More Revenue Than Hyperscalers 04:20 - Skeuomorphic vs Native AI Applications in the Enterprise 06:24 - How the Best AI Companies Run Themselves Differently 08:14 - Top 1% Exits 10X'd in 24 Months 11:17 - The Half-Life Problem: Why 40% of AI Leaders Drop Off Every Year 13:11 - Token Path, Cost Pressure & Who Captures Value 17:00 - Loss Ratios, Risk & How We Think About Early Stage 22:51 - Are We in an AI Bubble? 27:36 - What SpaceX, OpenAI & Anthropic IPOs Mean for Public Markets 29:59 - The Future of Venture Capital in an AI World Resources: Follow David George on X: https://x.com/DavidGeorge83 Follow David Clark on X: https://x.com/daveclark85 Follow VenCap on X: https://www.vencap.com Stay Updated: If you enjoyed this episode, be sure to like, subscribe, and share with your friends! Find a16z on X: https://twitter.com/a16z Find a16z on LinkedIn: https://www.linkedin.com/company/a16z Listen to the a16z Show on Spotify: https://open.spotify.com/show/5bC65RDvs3oxnLyqqvkUYX Listen to the a16z Show on Apple Podcasts: https://podcasts.apple.com/us/podcast/a16z-podcast/id842818711 Follow our host: https://x.com/eriktorenberg Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see http://a16z.com/disclosures.

SPEAKERS

David George
guest
a16z investor speaking from the perspective of building and deploying a large venture platform and making AI investments (e.g., OpenAI pre‑ChatGPT).

EPISODE SUMMARY

In this episode of a16z, featuring David George and David Clark, The New Rule for Picking AI Winners | The a16z Show explores how to pick AI winners amid scale, costs, and churn Anthropic and OpenAI are portrayed as adding revenue at a pace exceeding hyperscalers while AI penetration into the broader economy remains very low, implying large upside if diffusion accelerates.

RELATED EPISODES