AI + a16z cover image

AI + a16z

The Researcher to Founder Journey, and the Power of Open Models

Aug 16, 2024
In this engaging discussion, Black Forest Labs founders Robin Rombach, Andreas Blattmann, and Patrick Esser share their fascinating journeys from PhD researchers to AI entrepreneurs. They emphasize the value of open models, arguing that transparency can accelerate innovation and enhance security. The trio delves into the rise of diffusion models, overcoming initial skepticism, and the impressive impact of stable diffusion technologies on the AI community. Their insights on balancing research and practical applications offer a compelling perspective on the future of generative AI.
37:16

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Quick takeaways

  • The transition from research to product development requires addressing real-world user needs while leveraging open-source feedback for improvement.
  • Collaborating with the broader research community and releasing open models fosters innovation, enhances safety, and counteracts the rise of misinformation.

Deep dives

The Importance of Open Research in AI

Open research in AI facilitates community learning and innovation, significantly advancing the field. The co-founders of Black Forest Labs emphasized the necessity of collaborating with the greater research community rather than developing technology behind closed doors. Their experience with open-source models, such as VQGAN and Stable Diffusion, illustrated how sharing findings can lead to unexpected insights and improvements from users. This collaborative approach contrasts with other areas in AI where transparency has decreased, highlighting the value of keeping research open for enhanced safety and progress.

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