# Compute scale and customer growth can reinforce each other

Markdown copy of https://realalpha.app/s/compute-scale-and-customer-growth-can-reinforce-each-other/ on Real Alpha, the best minutes from long interviews with the people building AI. Cite and link the page, not this copy.

- Speaker: [Travis Kalanick](https://realalpha.app/builders/travis-kalanick/) · Travis Kalanick is a technology entrepreneur with Uber experience. · Built Uber and now leads Atoms, applying industrial AI and specialized robotics to automate food, mining and transport.
- Host: [Chamath Palihapitiya](https://realalpha.app/people/chamath-palihapitiya/) · Founder & CEO, Social Capital · Led Facebook's growth team; his firm backed Slack and AI chipmaker Groq.
- Host: [Jason Calacanis](https://realalpha.app/people/jason-calacanis/) · Founder & CEO, LAUNCH · Early Uber angel; sold Weblogs Inc. to AOL; hosts This Week in Startups.
- Host: [David Sacks](https://realalpha.app/people/david-sacks/) · Co-founder & partner, Craft Ventures · PayPal's first COO, founded Yammer; White House AI & crypto czar 2025–26.
- Host: [David Friedberg](https://realalpha.app/people/david-friedberg/) · CEO, Ohalo · Founded The Climate Corporation, sold to Monsanto for about $1.1B in 2013.
- Show: All-In
- Episode: [OpenAI's Identity Crisis, Datacenter Wars, Market Up on Iran News, Mamdani's First Tax, Swalwell Out](https://realalpha.app/v/SFdqX7IY7RY/), Apr 17, 2026
- Moment: 15:16 to 17:39 of the episode (2 min), playing on https://realalpha.app/s/compute-scale-and-customer-growth-can-reinforce-each-other/; the episode from there: https://realalpha.app/v/SFdqX7IY7RY/?t=916

## Quote

> “**network effects around compute** network effects around the number of tokens you're pushing out for”
> — [Travis Kalanick](https://realalpha.app/builders/travis-kalanick/) at [16:15](https://realalpha.app/v/SFdqX7IY7RY/?t=975) · All-In

## Takeaways

1. Growth can compound through compute and customer network effects.
2. More customers and revenue can support further compute investment.
3. Kalanick says he saw scale pull Uber ahead of competitors.

## About this segment

Travis Kalanick argues that faster growth can compound through compute and customer network effects, drawing on Uber’s race with competitors. That makes growth rate a key signal in the frontier-model race.

From “OpenAI's Identity Crisis, Datacenter Wars, Market Up on Iran News, Mamdani's First Tax, Swalwell Out”, Apr 17, 2026. [Watch the full episode](https://realalpha.app/v/SFdqX7IY7RY/)

## Transcript

Transcribed by machine (Whisper) from the episode’s audio, so a word may be off here and there.

[15:20](https://realalpha.app/v/SFdqX7IY7RY/?t=920) got to isolate the enterprise team and let them do what they think is right. Travis, there's a big debate going on amongst the investors. The FTPs also questioned the $850 billion valuation of OpenAI. Secondary markets have now priced Anthropic higher than OpenAI for the first time. This is the flippening that people predicted. One investor said OpenAI would need to IPO at a valuation of $1.2 trillion for the last round to make any sense. But there's no buyers currently at the $850 billion valuation that OpenAI just closed, according to Bloomberg.

[15:54](https://realalpha.app/v/SFdqX7IY7RY/?t=954) Travis, how do you handicap this race between these two meetings? frontier models growth is king right now in this in this world uh in this segment growth is the whole damn thing and if anthropic is growing faster than open ai by a significant clip the investors right now are going to play it forward and they're it you know you start to get network effects around compute network effects around the number of tokens you're pushing out for various customers, enterprise or consumer. And ultimately, it's not great today, but how that plays into reinforcement learning and the things getting smarter over time. There's so much upside to volume and scale that if they are growing faster at the same size, even if OpenAI is still growing, but if they are half the growth rate, a third the growth rate, a fifth the growth rate,

[16:55](https://realalpha.app/v/SFdqX7IY7RY/?t=1015) I would be, I'd be worried. And you saw this at Uber specifically when you accelerated away from the competitors like Lyft and DoorDash. Yeah. Yeah. You had to get network effects was the whole thing at the end of the day and network effects was based on scale. So yes, I'm sort of like coming from my very specific experience, but if you believe there's network effects with the scale of data that you have and the scale of customers and the revenue that's this cash that's coming in that you redeploy into compute, and so say there's network effects of large compute, I'd be very worried if I'm OpenAI and seeing somebody growing faster at the same