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How should openness shape the future of Generative AI? LF AI & Data’s Generative AI Commons wants your input! 

The Generative AI Open Strategies Survey dives into the motivations, challenges, and benefits of open and closed AI strategies from producers, users, and decision-makers worldwide. Your insights will guide discussions on transparency, collaboration, and innovation in AI.

Why Your Participation Matters

Last year, we introduced the Model Openness Framework 1.0, a framework designed to help AI model producers evaluate and communicate the openness of their models by examining the 16 key components of the AI training lifecycle. Now, we want to go deeper—from both the producer and user perspectives—to understand:

  • Which AI training components should be open?
  • Why do companies choose open strategies?
  • What are the challenges and benefits of openness?
  • How do AI openness strategies vary across regions?
  • What best practices can guide future open AI adoption?

Your insights will help create a comprehensive analysis of current practices, contrasting views between model producers and AI users across North America, Asia Pacific, and Europe. The findings will inform best practices, influencing the future of open AI development.

Who should participate?

AI producers, users, decision-makers, researchers, policymakers, and open-source advocates. It only takes 5-7 minutes to complete.

Join us in building a clearer roadmap for openness in Generative AI—your insights will make a difference.

LF AI & Data Resources

Access other resources on LF AI & Data’s GitHub or Wiki.