Unsupervised Learning

Ep 70: Karol Hausman and Danny Driess (Physical Intelligence) Unpack the Most Recent Breakthroughs & Path to Generalist Robots


Listen Later

In this episode, Jacob sits down with Karol Hausman (Co-Founder) and Danny Driess (Research Scientist) from Physical Intelligence, two of the minds behind some of the most exciting advances in robotics. They unpack the last decade of progress in AI robotics, from early skepticism to the breakthroughs powering today’s generalist robot models. 

 

The conversation covers everything from folding laundry with robots to building scalable data pipelines, the limits of simulation, and what it’ll take to bring robot assistants into everyday homes. It's a wide-ranging and thoughtful look at where robotics is headed, as well as how fast we might get there.

 

(0:00) Intro
(1:31) Early Days in Robotics
(2:08) Shift to Learning-Based Robotics
(4:50) Challenges and Breakthroughs
(8:45) Google's Role and Spin-Out Decision
(15:08) Comparing Robotics to Self-Driving Cars
(19:18) Hardware and Intelligence
(21:05) Future Milestones and Scaling Challenges
(33:23) Data Collection and Infrastructure Needs
(35:49) Choosing and Tackling Complex Tasks
(38:49) Evaluating Model Performance
(41:28) The Role of Simulation in Robotics
(44:27) Research Strategies and Hiring
(48:16) Open Source and Community Impact
(52:27) Advancements in Training and Model Efficiency
(58:45) Future of Robotics and AI
(1:01:16) Quickfire

 

With your co-hosts: 

@jacobeffron 

- Partner at Redpoint, Former PM Flatiron Health 

@patrickachase 

- Partner at Redpoint, Former ML Engineer LinkedIn 

@ericabrescia 

- Former COO Github, Founder Bitnami (acq’d by VMWare) 

@jordan_segall 

- Partner at Redpoint

...more
View all episodesView all episodes
Download on the App Store

Unsupervised LearningBy by Redpoint Ventures

  • 4.9
  • 4.9
  • 4.9
  • 4.9
  • 4.9

4.9

49 ratings


More shows like Unsupervised Learning

View all
This Week in Startups by Jason Calacanis

This Week in Startups

1,273 Listeners

a16z Podcast by Andreessen Horowitz

a16z Podcast

1,040 Listeners

The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch by Harry Stebbings

The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch

519 Listeners

Y Combinator Startup Podcast by Y Combinator

Y Combinator Startup Podcast

217 Listeners

Machine Learning Street Talk (MLST) by Machine Learning Street Talk (MLST)

Machine Learning Street Talk (MLST)

88 Listeners

Dwarkesh Podcast by Dwarkesh Patel

Dwarkesh Podcast

426 Listeners

The Logan Bartlett Show by by Redpoint Ventures

The Logan Bartlett Show

186 Listeners

No Priors: Artificial Intelligence | Technology | Startups by Conviction

No Priors: Artificial Intelligence | Technology | Startups

121 Listeners

Latent Space: The AI Engineer Podcast by swyx + Alessio

Latent Space: The AI Engineer Podcast

75 Listeners

BG2Pod with Brad Gerstner and Bill Gurley by BG2Pod

BG2Pod with Brad Gerstner and Bill Gurley

461 Listeners

AI + a16z by a16z

AI + a16z

31 Listeners

Lightcone Podcast by Y Combinator

Lightcone Podcast

22 Listeners

Training Data by Sequoia Capital

Training Data

43 Listeners

Uncapped with Jack Altman by Alt Capital

Uncapped with Jack Altman

35 Listeners

Cheeky Pint by Stripe

Cheeky Pint

13 Listeners