How Robots Learn: Much Slower Than Humans At First, Then Infinitely Scalable
- Aug 12, 2026
- 0:55
- Short
Thanks to our partners for making this possible!
Most advertisers have never heard of the platform with an $11B annual run rate in ad spend. @AppLovin Ads. 1B+ daily active users, full-screen video ads watched for a median of 35 seconds, and businesses are profitably spending hundreds of thousands of dollars a day on it. Now open to everyone. Sign up at applovin.com/ALLIN
If your work depends on conversations — meetings, deal flow, interviews, customer calls — Plaud helps you capture and organize everything with highly accurate AI-generated notes that are not just simple summaries, but also highlight pain points, key decisions, next steps, and customizable summary templates.
Check out Plaud at Plaud.ai/allin and use code ALLIN for up to 10% off! Which is also available on Amazon: https://amzn.to/43URLff (Code: ALLIN10X)
Follow the besties: https://x.com/chamath https://x.com/Jason https://x.com/DavidSacks https://x.com/friedberg
Follow on X: https://x.com/theallinpod
Follow on Instagram: https://www.instagram.com/theallinpod
Follow on TikTok: https://www.tiktok.com/@allin
Follow on LinkedIn: https://www.linkedin.com/company/allinpod
Intro Music Credit: https://rb.gy/tppkzl https://x.com/yung_spielburg
Intro Video Credit: https://x.com/TheZachEffect
Brief Summary
Humans learn quickly while robots need more data; once learned, robots can share skills instantly.
Key points
- The Snowball Effect. Things are improving rapidly, like a snowball gaining momentum down a hill.
- Human Learning vs. Robot Learning. Humans learn quickly with little data, while robots require much more.
- Robots and Shared Knowledge. Once one robot learns a skill, all of its type can replicate it.





