Unsupervised Learning

Ep 66: Member of Technical Staff at Anthropic Sholto Douglas on Claude 4, Next Phase for AI Coding, and the Path to AI Coworkers


Listen Later

Sholto Douglas, a Member of Technical Staff at Anthropic, joined Unsupervised Learning to break down why coding is the clearest early signal of model progress, how AI agents are already accelerating research, and what it’ll take to unlock real-world breakthroughs in fields like biology and robotics.

 

(0:00) Intro
(0:48) Claude 4
(1:30) Capabilities and Improvements
(2:29) Practical Applications and Advice
(3:04) Future of AI in Coding
(4:38) Managing Multiple AI Models
(11:20) The Barrier to Agents is Reliability
(16:35) Agents Conducting Research
(19:54) Impact of Models on World GDP
(25:14) Most Important Metrics in Model Improvement
(29:53) Stories of Model Creativity
(32:45) How Often Will New Models Be Shipped in the Future?
(39:51) Day-to-Day Work of AI Researchers
(46:46) The Future of AI and Society
(51:26) 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

38 ratings


More shows like Unsupervised Learning

View all
a16z Podcast by Andreessen Horowitz

a16z Podcast

1,022 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

513 Listeners

Y Combinator Startup Podcast by Y Combinator

Y Combinator Startup Podcast

213 Listeners

Practical AI by Practical AI LLC

Practical AI

189 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

379 Listeners

Big Technology Podcast by Alex Kantrowitz

Big Technology Podcast

421 Listeners

The Logan Bartlett Show by by Redpoint Ventures

The Logan Bartlett Show

188 Listeners

No Priors: Artificial Intelligence | Technology | Startups by Conviction

No Priors: Artificial Intelligence | Technology | Startups

122 Listeners

This Day in AI Podcast by Michael Sharkey, Chris Sharkey

This Day in AI Podcast

199 Listeners

Latent Space: The AI Engineer Podcast by swyx + Alessio

Latent Space: The AI Engineer Podcast

77 Listeners

BG2Pod with Brad Gerstner and Bill Gurley by BG2Pod

BG2Pod with Brad Gerstner and Bill Gurley

454 Listeners

AI + a16z by a16z

AI + a16z

30 Listeners

Lightcone Podcast by Y Combinator

Lightcone Podcast

21 Listeners

Training Data by Sequoia Capital

Training Data

40 Listeners