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Erik Bernhardsson on Creating Tools That Make AI Feel Effortless

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Manage episode 460188684 series 3444082
Content provided by Conviction. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Conviction or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://staging.podcastplayer.com/legal.

Today on No Priors, Elad chats with Erik Bernhardsson, founder and CEO of Modal Labs, a platform simplifying ML workflows by providing a serverless infrastructure designed to streamline deployment, scaling, and development for AI engineers. Erik talks about his early work on Spotify’s ML algorithms, what Modal offers today, and his vision for building an end-to-end solution for AI engineers. They dive into GPU trends, cloud vs on-premise setups, and when to train custom models vs use off-the-shelf solutions. Erik also shares his thoughts on the evolving role of AI in fields like coding, physics, and music.

Sign up for new podcasts every week. Email feedback to [email protected]

Follow us on Twitter: @NoPriorsPod | @Saranormous | @EladGil | @Bernhardsson

Show Notes:

0:00 Introduction

0:22 Erik's early interest in ML infra

1:22 Founding Modal Labs

4:17 State of GPU use today and what’s to come

7:14 Modal's end-to-end vision

9:00 Differentiating amongst competition

10:20 Cloud vs on-premise

12:35 Popular AI models

13:20 Gaps in AI infrastructure

14:55 Insights on vector databases

16:48 Training models vs off-the-shelf models

17:47 AI’s impact on coding and physics

22:14 AI's impact on music

  continue reading

119 episodes

Artwork
iconShare
 
Manage episode 460188684 series 3444082
Content provided by Conviction. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Conviction or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://staging.podcastplayer.com/legal.

Today on No Priors, Elad chats with Erik Bernhardsson, founder and CEO of Modal Labs, a platform simplifying ML workflows by providing a serverless infrastructure designed to streamline deployment, scaling, and development for AI engineers. Erik talks about his early work on Spotify’s ML algorithms, what Modal offers today, and his vision for building an end-to-end solution for AI engineers. They dive into GPU trends, cloud vs on-premise setups, and when to train custom models vs use off-the-shelf solutions. Erik also shares his thoughts on the evolving role of AI in fields like coding, physics, and music.

Sign up for new podcasts every week. Email feedback to [email protected]

Follow us on Twitter: @NoPriorsPod | @Saranormous | @EladGil | @Bernhardsson

Show Notes:

0:00 Introduction

0:22 Erik's early interest in ML infra

1:22 Founding Modal Labs

4:17 State of GPU use today and what’s to come

7:14 Modal's end-to-end vision

9:00 Differentiating amongst competition

10:20 Cloud vs on-premise

12:35 Popular AI models

13:20 Gaps in AI infrastructure

14:55 Insights on vector databases

16:48 Training models vs off-the-shelf models

17:47 AI’s impact on coding and physics

22:14 AI's impact on music

  continue reading

119 episodes

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