What's the Concept of Latent Space?

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I want to hear your take on the concept of latent space. I kind of think that everybody has a different visualization or mental model of what latent space is, how you navigate it. All latent space means to me is that a latent is just like a lower dimensionality representation of image. So images have like RGB and so that's like a lot of numbers and values. Can you represent that image into a more encoded compressed lower dimensional space? From there, you can just imagine a 3D graph of x, y, and z. And then there's just the clustering of possible images from there.

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00:00 Intro

00:30: Image technology breakthroughs

00:45 The Cognitive Revolution

03:10 Intro to Suhail

03:43 Sponsor

07:04 Suhail’s path to AI

12:57 Suhail’s vision for Playground

17:58 Suhail’s cancellation on Twitter

19:06 AI artists are artists

20:25 Non-AI artists feel threatened by AI

26:47 Suhail on defensibility at AI companies

30:30 Playground’s product roadmap

33:01 Suhail on good design

35:55 Latent space

44:04 Building Playground with lessons learned from Mighty

53:55 Monitoring led to 2x improvement in the product

55:53 How people use Playground

1:03:48 AI is having it’s mobile moment

01:15:12 Finding, investing and building durable AI companies

01:22:06 Suhail’s kid’s best friends may be AI characters

01:23:20 AI religion

01:24:16 Conclusion

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This show is produced by Turpentine: a network of podcasts, newsletters, and more, covering technology, business, and culture — all from the perspective of industry insiders and experts. We’re launching new shows every week, and we’re looking for industry-leading sponsors — if you think that might be you and your company, email us at erik@turpentine.co.