Business as a sport, Surge AI, and Waymo vs. Robotaxi - My First Million Recap

Podcast: My First Million

Published: 2025-06-25

Duration: 1 hr 9 min

Summary

Edwin Chen's bootstrapped Surge AI quietly built a $1 billion revenue business in five years, disrupting data labeling for AI companies. Self-driving cars are here, and their second-order effects could reshape urban landscapes, labor markets, and car ownership.

What Happened

Surge AI, founded by Edwin Chen, has built a $1 billion revenue business in just five years, entirely bootstrapped. The company provides high-quality data labeling services essential for training AI systems. With a workforce of 100,000 skilled annotators, Surge AI charges a premium for better results compared to competitors like Scale AI. Chen’s low-profile approach and focus on quality have positioned Surge AI as a leader in the industry, potentially valuing the company at $30 billion.

The episode dives into the transformative impact of self-driving cars, which are now operational in cities like San Francisco and Austin. Companies like Waymo and Tesla are taking different technological approaches, with Waymo relying on expensive LiDAR systems and Tesla opting for camera-only technology. The widespread adoption of autonomous vehicles is expected to reduce car ownership, eliminate parking lots, and save 60,000 lives a year by drastically reducing accidents.

Sam and Shaan discuss the second-order effects of self-driving cars. Urban landscapes could change as parking lots free up space for parks or affordable housing. Labor markets might shift as millions of driving-related jobs disappear. Additionally, commuting time could become productive or recreational, creating opportunities for new apps and experiences tailored to passengers in autonomous vehicles.

The concept of “business as a sport” is explored as Shaan reflects on why successful entrepreneurs continue to build after achieving financial independence. He compares entrepreneurship to a game, where the thrill of creating and winning drives participation beyond monetary rewards. This mindset is echoed in the story of Surge AI’s Edwin Chen, who demonstrates the joy of building something extraordinary while staying under the radar.

The hosts share insights on the evolving AI landscape, highlighting Google’s resurgence with Gemini, which offers advanced features like real-time camera integration. Shaan also reveals how generative capabilities define impactful individuals and businesses, citing Elon Musk’s prolific output as an example.

Shaan introduces the book ‘The Inner Game of Tennis’ by Timothy Gallwey, which uses tennis as a metaphor for peak performance and personal growth. He explains its relevance to business, particularly its focus on silencing self-criticism and trusting instincts to improve outcomes. Sam shares how he has applied similar principles to overcome challenges by writing letters to his future self.

Sam Parr recounts his experience with Patron View, a platform aggregating donor information for cultural institutions. Created by Nick Gray, it uses AI to compile data from museum reports, enabling fundraisers to identify high-value donors. The project exemplifies how individuals can use AI tools to create niche, impactful businesses with minimal resources.

Key Insights

• Surge AI built a $1 billion revenue business in five years with 100,000 skilled annotators, charging a premium for higher-quality data labeling. Unlike competitors like Scale AI, Edwin Chen’s focus on quality over visibility has made Surge a quiet leader, potentially worth $30 billion.
• Self-driving cars could save 60,000 lives annually by reducing accidents, but the technology split is stark: Waymo uses costly LiDAR for precision, while Tesla bets on cheaper, camera-only systems. The winner could reshape urban infrastructure and car ownership entirely.
• Autonomous vehicles might kill millions of driving-related jobs but create entirely new industries. Freed-up commuting time could spark apps for productivity or entertainment, while parking lots could transform into parks or affordable housing, redefining urban life.
• ‘The Inner Game of Tennis’ argues that silencing self-criticism unlocks peak performance. Entrepreneurs like Edwin Chen exemplify this—building Surge AI to extraordinary heights by trusting instincts and focusing on the craft, not the noise.

Key Questions Answered

How did Edwin Chen build Surge AI into a $1 billion business?

Edwin Chen bootstrapped Surge AI by creating a marketplace of 100,000 skilled annotators to provide premium data labeling services for AI companies. Surge AI charges three times more than competitors like Scale AI and focuses on quality, which has positioned the company as a leader in the industry.

What are the second-order effects of self-driving cars discussed on My First Million?

Self-driving cars could eliminate parking lots, freeing urban land for parks or affordable housing. Millions of driving-related jobs may disappear, while commuting time becomes productive or recreational, creating opportunities for new apps and passenger-focused businesses.

What makes Google’s Gemini stand out in the AI landscape?

Google’s Gemini offers advanced features like real-time camera integration, making it highly versatile for tasks like object identification or interactive learning. It signals Google’s resurgence in AI, leveraging its massive distribution channels like Search and Android.