

Can AI Infrastructure Work Like Magic? | Erik Bernhardsson, CEO, Modal
19 snips Oct 31, 2024
Erik Bernhardsson, CEO of Modal and former Spotify developer, shares insights on transforming the AI infrastructure landscape. He discusses the shift from training to inference as a primary focus and highlights Modal's goal of simplifying the developer experience. Erik explains the challenges of GPU accessibility and the emergence of specialized AI cloud providers. He also envisions a future filled with AI-native consumer applications, emphasizing the importance of creating products that developers love and efficient feedback loops.
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AI Compute Landscape
- The AI compute landscape includes hyperscalers, GPU clouds, and inference platforms.
- Modal Labs aims to simplify the developer experience by abstracting away infrastructure complexities.
Origin of Modal
- Erik Bernhardsson built Luigi, a workflow scheduler, at Spotify.
- He realized a good workflow scheduler needs a strong underlying compute layer, leading to Modal's creation.
Fast Feedback Loops
- Modal prioritizes fast feedback loops for developers by optimizing container call starting.
- They built their own file system, scheduler, and container image builder to achieve this.