Is There a Bottleneck in the API?

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Last week we shipped something kind of funny. We didn't realize that one of our API endpoints was actually bottlenecking all the like, bottlenecked on throughput of image generation. So when we made the API, like, two times faster or something, literally the amount, the quantity of image, gender images generated just like jumped to two X. That really taught me a lesson of being like more thoughtful about like monitoring metrics of like GPU utilization and throughput. It's definitely a distribution. You know, the average user will do like 45 to 50 a day. But then like the hardcore power users, they just blow pat they'll just hit our limit very rapidly. And so I think those

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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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@eriktorenberg (Erik)

@suhail (Suhail)

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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.